@ 9727846a:00a18d90

李承鹏：什么加税导致社会巨变，揭竿而起……都不说三千年饿殍遍野，易子而食，只要给口吃的就感谢皇恩浩荡。就说本朝，借口苏修卡我们脖子，几亿人啃了三年树皮，民兵端着枪守在村口，偷摸逃出去的都算勇士。

也不说98年总理大手一挥，一句“改革”，六千万工人下岗，基本盘稳得很。就像电影《钢的琴》里那群东北下岗工人，有的沦落街头，有的拉起乐队在婚礼火葬场做红白喜事，有的靠倒卖废弃钢材被抓，有的当小偷撬门溜锁，还有卖猪肉的，有去当小姐的……但人们按着中央的话语，说这叫“解放思想”。

“工人要替国家想，我不下岗谁下岗”，这是1999年春晚黄宏的小品，你现在觉得反人性，那时台下一片掌声，民间也很亢奋，忽然觉得自己有了力量。人们很容易站在国家立场把自己当炮灰，人民爱党爱国，所以操心什么加税，川普还能比斯大林同志赫鲁晓夫同志更狠吗，生活还能比毛主席时代更糟吗。不就是农产品啊牛肉啊芯片贵些，股票跌些，本来就生存艰难的工厂关的多些，大街上发呆眼神迷茫的人多些，跳楼的年轻人密集些，河里总能捞出不明来历的浮尸……但十五亿人民，会迅速稀释掉这些人和事。比例极小，信心极大，我们祖祖辈辈在从人到猪的生活转换适应力上，一直为世间翘楚。

民心所向，正好武统。

这正是想要的。没有一个帝王会关心你的生活质量，他只关心权力和帝国版图是否稳当。

而这莫名其妙又会和人民的想法高度契合，几千年来如此。所以聊一会儿就会散的，一定散的，只是会在明年春晚以另一种高度正能量的形式展现。

您保重。 25年4月9日

@ f7f4e308:b44d67f4

https://sns-video-hw.xhscdn.com/stream/1/110/258/01e7ec7be81a85850103700195f3c4ba45_258.mp4

@ 04c915da:3dfbecc9

Recently we have seen a wave of high profile X accounts hacked. These attacks have exposed the fragility of the status quo security model used by modern social media platforms like X. Many users have asked if nostr fixes this, so lets dive in. How do these types of attacks translate into the world of nostr apps? For clarity, I will use X’s security model as representative of most big tech social platforms and compare it to nostr.

The Status Quo

On X, you never have full control of your account. Ultimately to use it requires permission from the company. They can suspend your account or limit your distribution. Theoretically they can even post from your account at will. An X account is tied to an email and password. Users can also opt into two factor authentication, which adds an extra layer of protection, a login code generated by an app. In theory, this setup works well, but it places a heavy burden on users. You need to create a strong, unique password and safeguard it. You also need to ensure your email account and phone number remain secure, as attackers can exploit these to reset your credentials and take over your account. Even if you do everything responsibly, there is another weak link in X infrastructure itself. The platform’s infrastructure allows accounts to be reset through its backend. This could happen maliciously by an employee or through an external attacker who compromises X’s backend. When an account is compromised, the legitimate user often gets locked out, unable to post or regain control without contacting X’s support team. That process can be slow, frustrating, and sometimes fruitless if support denies the request or cannot verify your identity. Often times support will require users to provide identification info in order to regain access, which represents a privacy risk. The centralized nature of X means you are ultimately at the mercy of the company’s systems and staff.

Nostr Requires Responsibility

Nostr flips this model radically. Users do not need permission from a company to access their account, they can generate as many accounts as they want, and cannot be easily censored. The key tradeoff here is that users have to take complete responsibility for their security. Instead of relying on a username, password, and corporate servers, nostr uses a private key as the sole credential for your account. Users generate this key and it is their responsibility to keep it safe. As long as you have your key, you can post. If someone else gets it, they can post too. It is that simple. This design has strong implications. Unlike X, there is no backend reset option. If your key is compromised or lost, there is no customer support to call. In a compromise scenario, both you and the attacker can post from the account simultaneously. Neither can lock the other out, since nostr relays simply accept whatever is signed with a valid key.

The benefit? No reliance on proprietary corporate infrastructure.. The negative? Security rests entirely on how well you protect your key.

Future Nostr Security Improvements

For many users, nostr’s standard security model, storing a private key on a phone with an encrypted cloud backup, will likely be sufficient. It is simple and reasonably secure. That said, nostr’s strength lies in its flexibility as an open protocol. Users will be able to choose between a range of security models, balancing convenience and protection based on need.

One promising option is a web of trust model for key rotation. Imagine pre-selecting a group of trusted friends. If your account is compromised, these people could collectively sign an event announcing the compromise to the network and designate a new key as your legitimate one. Apps could handle this process seamlessly in the background, notifying followers of the switch without much user interaction. This could become a popular choice for average users, but it is not without tradeoffs. It requires trust in your chosen web of trust, which might not suit power users or large organizations. It also has the issue that some apps may not recognize the key rotation properly and followers might get confused about which account is “real.”

For those needing higher security, there is the option of multisig using FROST (Flexible Round-Optimized Schnorr Threshold). In this setup, multiple keys must sign off on every action, including posting and updating a profile. A hacker with just one key could not do anything. This is likely overkill for most users due to complexity and inconvenience, but it could be a game changer for large organizations, companies, and governments. Imagine the White House nostr account requiring signatures from multiple people before a post goes live, that would be much more secure than the status quo big tech model.

Another option are hardware signers, similar to bitcoin hardware wallets. Private keys are kept on secure, offline devices, separate from the internet connected phone or computer you use to broadcast events. This drastically reduces the risk of remote hacks, as private keys never touches the internet. It can be used in combination with multisig setups for extra protection. This setup is much less convenient and probably overkill for most but could be ideal for governments, companies, or other high profile accounts.

---

Nostr’s security model is not perfect but is robust and versatile. Ultimately users are in control and security is their responsibility. Apps will give users multiple options to choose from and users will choose what best fits their need.

@ 21b41910:91f41a5e

Chef's notes

Based on assorted recipes and refined over time, this round of beef tastes great as a result of the sweet and savory marinade.

Details

• ⏲️ Prep time: 5 minutes (+ 1 day)
• 🍳 Cook time: 20 minutes

Ingredients

• 2 pounds lean beef (may be labeled as London Broil)
• 1/3 cup olive oil
• 1/4 cup soy sauce
• 1/4 cup malt vinegar
• 1/4 cup lemon juice
• 1 tbsp sweetener of choice (honey, molasses, syrup, 4 packets of duck sauce, etc)
• 2 tsp old bay seasoning
• 1 tsp garlic powder
• 1 tsp sea salt
• 1/2 tsp black pepper

Directions

1. Day Before: Mix all ingredients except the beef in a bowl to form a marinade. Place the cut of beef in a gallon sized Ziploc bag. Pour marinade over beef, ensure fully covered. Remove any excess air from the bag and seal. Place back in refrigerator for up to 24 hours before cooking.
2. Cooking: Bring beef out of refrigerator (still in bag), and allow to rise to room temperature (about 30-40 minutes). Preheat broiler for about 15 minutes (your oven will vary). Broil for about 7-8 minutes on one side, then flip over. Continue broiling for another 7-10 minutes until temperature reads 140°F. Remove from broiler and let rest for 10 minutes before slicing thinly.

@ eb35d9c0:6ea2b8d0

I had a ton of fun making this episode of Midnight Signals. It taught me a lot about the haunting of the Bell family and the demise of John Bell. His death was attributed to the Bell Witch making Tennessee the only state to recognize a person's death to the supernatural.

If you enjoyed the episode, visit the Midnight Signals site. https://midnightsignals.net

Show Notes

Journey back to the early 1800s and the eerie Bell Witch haunting that plagued the Bell family in Adams, Tennessee. It began with strange creatures and mysterious knocks, evolving into disembodied voices and violent attacks on young Betsy Bell. Neighbors, even Andrew Jackson, witnessed the phenomena, adding to the legend. The witch's identity remains a mystery, sowing fear and chaos, ultimately leading to John Bell's tragic demise. The haunting waned, but its legacy lingers, woven into the very essence of the town. Delve into this chilling story of a family's relentless torment by an unseen force.

Transcript

Good evening, night owls. I'm Russ Chamberlain, and you're listening to midnight signals, the show, where we explore the darkest corners of our collective past. Tonight, our signal takes us to the early 1800s to a modest family farm in Adams, Tennessee. Where the Bell family encountered what many call the most famous haunting in American history.

Make yourself comfortable, hush your surroundings, and let's delve into this unsettling tale. Our story begins in 1804, when John Bell and his wife Lucy made their way from North Carolina to settle along the Red River in northern Tennessee. In those days, the land was wide and fertile, mostly unspoiled with gently rolling hills and dense woodland.

For the Bells, John, Lucy, and their children, The move promised prosperity. They arrived eager to farm the rich soil, raise livestock, and find a peaceful home. At first, life mirrored [00:01:00] that hope. By day, John and his sons worked tirelessly in the fields, planting corn and tending to animals, while Lucy and her daughters managed the household.

Evenings were spent quietly, with scripture readings by the light of a flickering candle. Neighbors in the growing settlement of Adams spoke well of John's dedication and Lucy's gentle spirit. The Bells were welcomed into the Fold, a new family building their future on the Tennessee Earth. In those early years, the Bells likely gave little thought to uneasy rumors whispered around the region.

Strange lights seen deep in the woods, soft cries heard by travelers at dusk, small mysteries that most dismissed as product of the imagination. Life on the frontier demanded practicality above all else, leaving little time to dwell on spirits or curses. Unbeknownst to them, events on their farm would soon dominate not only their lives, but local lore for generations to come.[00:02:00]

It was late summer, 1817, when John Bell's ordinary routines took a dramatic turn. One evening, in the waning twilight, he spotted an odd creature near the edge of a tree line. A strange beast resembling part dog, part rabbit. Startled, John raised his rifle and fired, the shot echoing through the fields. Yet, when he went to inspect the spot, nothing remained.

No tracks, no blood, nothing to prove the creature existed at all. John brushed it off as a trick of falling light or his own tired eyes. He returned to the house, hoping for a quiet evening. But in the days that followed, faint knocking sounds began at the windows after sunset. Soft scratching rustled against the walls as if curious fingers or claws tested the timbers.

The family's dog barked at shadows, growling at the emptiness of the yard. No one considered it a haunting at first. Life on a rural [00:03:00] farm was filled with pests, nocturnal animals, and the countless unexplained noises of the frontier. Yet the disturbances persisted, night after night, growing a little bolder each time.

One evening, the knocking on the walls turned so loud it woke the entire household. Lamps were lit, doors were open, the ground searched, but the land lay silent under the moon. Within weeks, the unsettling taps and scrapes evolved into something more alarming. Disembodied voices. At first, the voices were faint.

A soft murmur in rooms with no one in them. Betsy Bell, the youngest daughter, insisted she heard her name called near her bed. She ran to her mother and her father trembling, but they found no intruder. Still, The voice continued, too low for them to identify words, yet distinct enough to chill the blood.

Lucy Bell began to fear they were facing a spirit, an unclean presence that had invaded their home. She prayed for divine [00:04:00] protection each evening, yet sometimes the voice seemed to mimic her prayers, twisting her words into a derisive echo. John Bell, once confident and strong, grew unnerved. When he tried reading from the Bible, the voice mocked him, imitating his tone like a cruel prankster.

As the nights passed, disturbances gained momentum. Doors opened by themselves, chairs shifted with no hand to move them, and curtains fluttered in a room void of drafts. Even in daytime, Betsy would find objects missing, only for them to reappear on the kitchen floor or a distant shelf. It felt as if an unseen intelligence roamed the house, bent on sowing chaos.

Of all the bells, Betsy suffered the most. She was awakened at night by her hair being yanked hard enough to pull her from sleep. Invisible hands slapped her cheeks, leaving red prints. When she walked outside by day, she heard harsh whispers at her ear, telling her she would know [00:05:00] no peace. Exhausted, she became withdrawn, her once bright spirit dulled by a ceaseless fear.

Rumors spread that Betsy's torment was the worst evidence of the haunting. Neighbors who dared spend the night in the Bell household often witnessed her blankets ripped from the bed, or watched her clutch her bruised arms in distress. As these accounts circulated through the community, people began referring to the presence as the Bell Witch, though no one was certain if it truly was a witch's spirit or something else altogether.

In the tightly knit town of Adams, word of the strange happenings at the Bell Farm soon reached every ear. Some neighbors offered sympathy, believing wholeheartedly that the family was besieged by an evil force. Others expressed skepticism, guessing there must be a logical trick behind it all. John Bell, ordinarily a private man, found himself hosting visitors eager to witness the so called witch in action.

[00:06:00] These visitors gathered by the parlor fireplace or stood in darkened hallways, waiting in tense silence. Occasionally, the presence did not appear, and the disappointed guests left unconvinced. More often, they heard knocks vibrating through the walls or faint moans drifting between rooms. One man, reading aloud from the Bible, found his words drowned out by a rasping voice that repeated the verses back at him in a warped, sing song tone.

Each new account that left the bell farm seemed to confirm the unearthly intelligence behind the torment. It was no longer mere noises or poltergeist pranks. This was something with a will and a voice. Something that could think and speak on its own. Months of sleepless nights wore down the Bell family.

John's demeanor changed. The weight of the haunting pressed on him. Lucy, steadfast in her devotion, prayed constantly for deliverance. The [00:07:00] older Bell children, seeing Betsy attacked so frequently, tried to shield her but were powerless against an enemy that slipped through walls. Farming tasks were delayed or neglected as the family's time and energy funneled into coping with an unseen assailant.

John Bell began experiencing health problems that no local healer could explain. Trembling hands, difficulty swallowing, and fits of dizziness. Whether these ailments arose from stress or something darker, they only reinforced his sense of dread. The voice took to mocking him personally, calling him by name and snickering at his deteriorating condition.

At times, he woke to find himself pinned in bed, unable to move or call out. Despite it all, Lucy held the family together. Soft spoken and gentle, she soothed Betsy's tears and administered whatever remedies she could to John. Yet the unrelenting barrage of knocks, whispers, and violence within her own home tested her faith [00:08:00] daily.

Amid the chaos, Betsy clung to one source of joy, her engagement to Joshua Gardner, a kind young man from the area. They hoped to marry and begin their own life, perhaps on a parcel of the Bell Land or a new farmstead nearby. But whenever Joshua visited the Bell Home, The unseen spirit raged. Stones rattled against the walls, and the door slammed as if in warning.

During quiet walks by the river, Betsy heard the voice hiss in her ear, threatening dire outcomes if she ever were to wed Joshua. Night after night, Betsy lay awake, her tears soaked onto her pillow as she wrestled with the choice between her beloved fiancé and this formidable, invisible foe. She confided in Lucy, who offered comfort but had no solution.

For a while, Betsy and Joshua resolved to stand firm, but the spirit's fury only escalated. Believing she had no alternative, Betsy broke off the engagement. Some thought the family's [00:09:00] torment would subside if the witches demands were met. In a cruel sense, it seemed to succeed. With Betsy's engagement ended, the spirit appeared slightly less focused on her.

By now, the Bell Witch was no longer a mere local curiosity. Word of the haunting spread across the region and reached the ears of Andrew Jackson, then a prominent figure who would later become president. Intrigued, or perhaps skeptical, he traveled to Adams with a party of men to witness the phenomenon firsthand.

According to popular account, the men found their wagon inexplicably stuck on the road near the Bell property, refusing to move until a disembodied voice commanded them to proceed. That night, Jackson's men sat in the Bell parlor, determined to uncover fraud if it existed. Instead, they found themselves subjected to jeering laughter and unexpected slaps.

One boasted of carrying a special bullet that could kill any spirit, only to be chased from the house in terror. [00:10:00] By morning, Jackson reputedly left, shaken. Although details vary among storytellers, the essence of his experience only fueled the legend's fire. Some in Adams took to calling the presence Kate, suspecting it might be the spirit of a neighbor named Kate Batts.

Rumors pointed to an old feud or land dispute between Kate Batts and John Bell. Whether any of that was true, or Kate Batts was simply an unfortunate scapegoat remains unclear. The entity itself, at times, answered to Kate when addressed, while at other times denying any such name. It was a puzzle of contradictions, claiming multiple identities.

A wayward spirit, a demon, or a lost soul wandering in malice. No single explanation satisfied everyone in the community. With Betsy's engagement to Joshua broken, the witch devoted increasing attention to John Bell. His health declined rapidly in 1820, marked by spells of near [00:11:00] paralysis and unremitting pain.

Lucy tended to him day and night. Their children worried and exhausted, watched as their patriarch grew weaker, his once strong presence withering under an unseen hand. In December of that year, John Bell was found unconscious in his bed. A small vial of dark liquid stood nearby. No one recognized its contents.

One of his sons put a single drop on the tongue of the family cat, which died instantly. Almost immediately, the voice shrieked in triumph, boasting that it had given John a final, fatal dose. That same day, John Bell passed away without regaining consciousness, leaving his family both grief stricken and horrified by the witch's brazen gloating.

The funeral drew a large gathering. Many came to mourn the respected farmer. Others arrived to see whether the witch would appear in some dreadful form. As pallbearers lowered John Bell's coffin, A jeering laughter rippled across the [00:12:00] mourners, prompting many to look wildly around for the source. Then, as told in countless retellings, the voice broke into a rude, mocking song, echoing among the gravestones and sending shudders through the crowd.

In the wake of John Bell's death, life on the farm settled into an uneasy quiet. Betsy noticed fewer night time assaults. And the daily havoc lessened. People whispered that the witch finally achieved its purpose by taking John Bell's life. Then, just as suddenly as it had arrived, the witch declared it would leave the family, though it promised to return in seven years.

After a brief period of stillness, the witch's threat rang true. Around 1828, a few of the Bells claimed to hear light tapping or distant murmurs echoing in empty rooms. However, these new incidents were mild and short lived compared to the previous years of torment. Soon enough, even these faded, leaving the bells [00:13:00] with haunted memories, but relative peace.

Near the bell property stood a modest cave by the Red River, a spot often tied to the legend. Over time, people theorized that cave's dark recesses, though the bells themselves rarely ventured inside. Later visitors and locals would tell of odd voices whispering in the cave or strange lights gliding across the damp stone.

Most likely, these stories were born of the haunting's lingering aura. Yet, they continued to fuel the notion that the witch could still roam beyond the farm, hidden beneath the earth. Long after the bells had ceased to hear the witch's voice, the story lived on. Word traveled to neighboring towns, then farther, into newspapers and traveler anecdotes.

The tale of the Tennessee family plagued by a fiendish, talkative spirit captured the imagination. Some insisted the Bell Witch was a cautionary omen of what happens when old feuds and injustices are left [00:14:00] unresolved. Others believed it was a rare glimpse of a diabolical power unleashed for reasons still unknown.

Here in Adams, people repeated the story around hearths and campfires. Children were warned not to wander too far near the old bell farm after dark. When neighbors passed by at night, they might hear a faint rustle in the bush or catch a flicker of light among the trees, prompting them to walk faster.

Hearts pounding, minds remembering how once a family had suffered greatly at the hands of an unseen force. Naturally, not everyone agreed on what transpired at the Bell farm. Some maintained it was all too real, a case of a vengeful spirit or malignant presence carrying out a personal vendetta. Others whispered that perhaps a member of the Bell family had orchestrated the phenomenon with cunning trickery, though that failed to explain the bruises on Betsy, the widespread witnesses, or John's mysterious death.

Still, others pointed to the possibility of an [00:15:00] unsettled spirit who had attached itself to the land for reasons lost to time. What none could deny was the tangible suffering inflicted on the Bells. John Bell's slow decline and Betsy's bruises were impossible to ignore. Multiple guests, neighbors, acquaintances, even travelers testified to hearing the same eerie voice that threatened, teased and recited scripture.

In an age when the supernatural was both feared and accepted, the Bell Witch story captured hearts and sparked endless speculation. After John Bell's death, the family held onto the farm for several years. Betsy, robbed of her engagement to Joshua, eventually found a calmer path through life, though the memory of her tormented youth never fully left her.

Lucy, steadfast and devout to the end, kept her household as best as she could, unwilling to surrender her faith even after all she had witnessed. Over time, the children married and started families of their own, [00:16:00] quietly distancing themselves from the tragedy that had defined their upbringing.

Generations passed, the farm changed hands, the Bell House was repurposed and renovated, and Adams itself transformed slowly from a frontier settlement into a more established community. Yet the name Bellwitch continued to slip into conversation whenever strange knocks were heard late at night or lonely travelers glimpsed inexplicable lights in the distance.

The story refused to fade, woven into the identity of the land itself. Even as the first hand witnesses to the haunting aged and died, their accounts survived in letters, diaries, and recollections passed down among locals. Visitors to Adams would hear about the famed Bell Witch, about the dreadful death of John Bell, the heartbreak of Betsy's broken engagement, and the brazen voice that filled nights with fear.

Some folks approached the story with reverence, others with skepticism. But no one [00:17:00] denied that it shaped the character of the town. In the hush of a moonlit evening, one might stand on that old farmland, fields once tilled by John Bell's callous hands, now peaceful beneath the Tennessee sky. And imagine the entire family huddled in the house, listening with terrified hearts for the next knock on the wall.

It's said that if you pause long enough, you might sense a faint echo of their dread, carried on a stray breath of wind. The Bell Witch remains a singular chapter in American folklore, a tale of a family besieged by something unseen, lethal, and uncannily aware. However one interprets the events, whether as vengeful ghosts, demonic presence, or some other unexplainable force, the Bell Witch.

Its resonance lies in the very human drama at its core. Here was a father undone by circumstances he could not control. A daughter tormented in her own home, in a close knit household tested by relentless fear. [00:18:00] In the end, the Bell Witch story offers a lesson in how thin the line between our daily certainties and the mysteries that defy them.

When night falls, and the wind rattles the shutters in a silent house, we remember John Bell and his family, who discovered that the safe haven of home can become a battlefield against forces beyond mortal comprehension. I'm Russ Chamberlain, and you've been listening to Midnight Signals. May this account of the Bell Witch linger with you as a reminder that in the deepest stillness of the night, Anything seems possible.

Even the unseen tapping of a force that seeks to make itself known. Sleep well, if you dare.

@ 460c25e6:ef85065c

If you don't know where your posts are, you might as well just stay in the centralized Twitter. You either take control of your relay lists, or they will control you. Amethyst offers several lists of relays for our users. We are going to go one by one to help clarify what they are and which options are best for each one.

Public Home/Outbox Relays

Home relays store all YOUR content: all your posts, likes, replies, lists, etc. It's your home. Amethyst will send your posts here first. Your followers will use these relays to get new posts from you. So, if you don't have anything there, they will not receive your updates.

Home relays must allow queries from anyone, ideally without the need to authenticate. They can limit writes to paid users without affecting anyone's experience.

This list should have a maximum of 3 relays. More than that will only make your followers waste their mobile data getting your posts. Keep it simple. Out of the 3 relays, I recommend: - 1 large public, international relay: nos.lol, nostr.mom, relay.damus.io, etc. - 1 personal relay to store a copy of all your content in a place no one can delete. Go to relay.tools and never be censored again. - 1 really fast relay located in your country: paid options like http://nostr.wine are great

Do not include relays that block users from seeing posts in this list. If you do, no one will see your posts.

Public Inbox Relays

This relay type receives all replies, comments, likes, and zaps to your posts. If you are not getting notifications or you don't see replies from your friends, it is likely because you don't have the right setup here. If you are getting too much spam in your replies, it's probably because your inbox relays are not protecting you enough. Paid relays can filter inbox spam out.

Inbox relays must allow anyone to write into them. It's the opposite of the outbox relay. They can limit who can download the posts to their paid subscribers without affecting anyone's experience.

This list should have a maximum of 3 relays as well. Again, keep it small. More than that will just make you spend more of your data plan downloading the same notifications from all these different servers. Out of the 3 relays, I recommend: - 1 large public, international relay: nos.lol, nostr.mom, relay.damus.io, etc. - 1 personal relay to store a copy of your notifications, invites, cashu tokens and zaps. - 1 really fast relay located in your country: go to nostr.watch and find relays in your country

Terrible options include: - nostr.wine should not be here. - filter.nostr.wine should not be here. - inbox.nostr.wine should not be here.

DM Inbox Relays

These are the relays used to receive DMs and private content. Others will use these relays to send DMs to you. If you don't have it setup, you will miss DMs. DM Inbox relays should accept any message from anyone, but only allow you to download them.

Generally speaking, you only need 3 for reliability. One of them should be a personal relay to make sure you have a copy of all your messages. The others can be open if you want push notifications or closed if you want full privacy.

Good options are: - inbox.nostr.wine and auth.nostr1.com: anyone can send messages and only you can download. Not even our push notification server has access to them to notify you. - a personal relay to make sure no one can censor you. Advanced settings on personal relays can also store your DMs privately. Talk to your relay operator for more details. - a public relay if you want DM notifications from our servers.

Make sure to add at least one public relay if you want to see DM notifications.

Private Home Relays

Private Relays are for things no one should see, like your drafts, lists, app settings, bookmarks etc. Ideally, these relays are either local or require authentication before posting AND downloading each user\'s content. There are no dedicated relays for this category yet, so I would use a local relay like Citrine on Android and a personal relay on relay.tools.

Keep in mind that if you choose a local relay only, a client on the desktop might not be able to see the drafts from clients on mobile and vice versa.

Search relays:

This is the list of relays to use on Amethyst's search and user tagging with @. Tagging and searching will not work if there is nothing here.. This option requires NIP-50 compliance from each relay. Hit the Default button to use all available options on existence today: - nostr.wine - relay.nostr.band - relay.noswhere.com

Local Relays:

This is your local storage. Everything will load faster if it comes from this relay. You should install Citrine on Android and write ws://localhost:4869 in this option.

General Relays:

This section contains the default relays used to download content from your follows. Notice how you can activate and deactivate the Home, Messages (old-style DMs), Chat (public chats), and Global options in each.

Keep 5-6 large relays on this list and activate them for as many categories (Home, Messages (old-style DMs), Chat, and Global) as possible.

Amethyst will provide additional recommendations to this list from your follows with information on which of your follows might need the additional relay in your list. Add them if you feel like you are missing their posts or if it is just taking too long to load them.

My setup

Here's what I use: 1. Go to relay.tools and create a relay for yourself. 2. Go to nostr.wine and pay for their subscription. 3. Go to inbox.nostr.wine and pay for their subscription. 4. Go to nostr.watch and find a good relay in your country. 5. Download Citrine to your phone.

Then, on your relay lists, put:

Public Home/Outbox Relays: - nostr.wine - nos.lol or an in-country relay. - .nostr1.com

Public Inbox Relays - nos.lol or an in-country relay - .nostr1.com

DM Inbox Relays - inbox.nostr.wine - .nostr1.com

Private Home Relays - ws://localhost:4869 (Citrine) - .nostr1.com (if you want)

Search Relays - nostr.wine - relay.nostr.band - relay.noswhere.com

Local Relays - ws://localhost:4869 (Citrine)

General Relays - nos.lol - relay.damus.io - relay.primal.net - nostr.mom

And a few of the recommended relays from Amethyst.

Final Considerations

Remember, relays can see what your Nostr client is requesting and downloading at all times. They can track what you see and see what you like. They can sell that information to the highest bidder, they can delete your content or content that a sponsor asked them to delete (like a negative review for instance) and they can censor you in any way they see fit. Before using any random free relay out there, make sure you trust its operator and you know its terms of service and privacy policies.

@ 91d8dece:3453543b

https://drewztools.com/ flash USDT Are you tired of the long wait times and excessive fees associated with traditional cryptocurrency transactions? Look no further! Flash USDT from @drewztooolz is here to ease the way you send and receive crypto. Experience lightning-fast transfers, total anonymity, and zero fees with this state-of-the-art service. This flash last in the wallet for 90 t0 360 days before it disappears . Just so you know this coin is tradeable , swappable and transferable to many wallet type Flash USDT is not just another crypto tool; it’s a game-changer for anyone involved in cryptocurrency trading, particularly for OTC traders, P2P dealmakers, and cold wallet testers. Here’s why you should consider making it a part of your crypto toolkit: 🔥 Instant Transfers With Flash USDT, you can send high-value USDT to any wallet in under 60 seconds. Imagine the convenience of having your funds appear instantly without the typical delay caused by blockchain confirmations. Still have questions? Reach out via Telegram for 1-on-1 support. Our team is ready to assist you with anything you need! https://drewztools.com/ 💬 @drewztooolz 📲+1 (770) 666–2531

@ 6e64b83c:94102ee8

Nostr-static is a powerful static site generator that transforms long-form Nostr content into beautiful, standalone websites. It makes your content accessible to everyone, even those not using Nostr clients. For more information check out my previous blog post How to Create a Blog Out of Nostr Long-Form Articles

What's New in Version 0.7?

RSS and Atom Feeds

Version 0.7 brings comprehensive feed support with both RSS and Atom formats. The system automatically generates feeds for your main content, individual profiles, and tag-specific pages. These feeds are seamlessly integrated into your site's header, making them easily discoverable by feed readers and content aggregators.

This feature bridges the gap between Nostr and traditional web publishing, allowing your content to reach readers who prefer feed readers or automated content distribution systems.

Smart Content Discovery

The new tag discovery system enhances your readers' experience by automatically finding and recommending relevant articles from the Nostr network. It works by:

1. Analyzing the tags in your articles
2. Fetching popular articles from Nostr that share these tags
3. Using configurable weights to rank these articles based on:
4. Engagement metrics (reactions, reposts, replies)
5. Zap statistics (amount, unique zappers, average zap size)
6. Content quality signals (report penalties)

This creates a dynamic "Recommended Articles" section that helps readers discover more content they might be interested in, all while staying within the Nostr ecosystem.

See the new features yourself by visiting our demo at: https://blog.nostrize.me

@ 09fbf8f3:fa3d60f0

🌟 深度探索：在Cloudflare上免费部署DeepSeek-R1 32B大模型

🌍 一、 注册或登录Cloudflare平台（CF老手可跳过）

1️⃣ 进入Cloudflare平台官网：

。www.cloudflare.com/zh-cn/
登录或者注册账号。

2️⃣ 新注册的用户会让你选择域名，无视即可，直接点下面的Start building。

3️⃣ 进入仪表盘后，界面可能会显示英文，在右上角切换到[简体中文]即可。

---

🚀 二、正式开始部署Deepseek API项目。

1️⃣ 首先在左侧菜单栏找到【AI】下的【Wokers AI】，选择【Llama 3 Woker】。

2️⃣ 为项目取一个好听的名字，后点击部署即可。

3️⃣ Woker项目初始化部署好后，需要编辑替换掉其原代码。

4️⃣ 解压出提供的代码压缩包，找到【32b】的部署代码，将里面的文本复制出来。

下载地址：
📁 夸克
📁 UC网盘
📁 迅雷网盘

5️⃣ 接第3步，将项目里的原代码清空，粘贴第4步复制好的代码到编辑器。

6️⃣ 代码粘贴完，即可点击右上角的部署按钮。

7️⃣ 回到仪表盘，点击部署完的项目名称。

8️⃣ 查看【设置】，找到平台分配的项目网址，复制好备用。

---

💻 三、选择可用的UI软件，这边使用Chatbox AI演示。

1️⃣ 根据自己使用的平台下载对应的安装包，博主也一并打包好了全平台的软件安装包。

2️⃣ 打开安装好的Chatbox，点击左下角的设置。

3️⃣ 选择【添加自定义提供方】。

4️⃣ 按照图片说明填写即可，【API域名】为之前复制的项目网址(加/v1)；【改善网络兼容性】功能务必开启；【API密钥】默认为”zhiyuan“，可自行修改；填写完毕后保存即可。

5️⃣ Cloudflare项目部署好后，就能正常使用了，接口仿照OpenAI API具有较强的兼容性，能导入到很多支持AI功能的软件或插件中。

6️⃣ Cloudflare的域名默认被墙了，需要自己准备一个域名设置。

---

转自微信公众号：纸鸢花的小屋
推广：低调云（梯子VPN）
。www.didiaocloud.xyz

@ 6868de52:42418e63

自分が僕のことをなんで否定するのかよくわかんない 自分のことを高く評価してる。周囲の理解に努力してない けど、いつも気にしてる 自分の限界に気づくのが怖い？ 周りに理解されないことに価値を見出し、意図的に理解されないようにしてるんじゃないのか 周りに影響され、自分は変わっていくんです 変わらないもの。変わっちゃいけないもの。 変わっちゃいけないものは、学問への尊敬。これが生きる目的だってこと。 変わらないものは、美少女への嗜好、世界の全てへの優しさ、屁理屈の論理が好きなこと。 で、理解されたいのか。されるべきなのか。 されるべきとは？あーそうだよ、されたいしされるべきなんだ！ そっか、じゃあ理解したいのか。するべきなのか。 するべきだよ。ネットワーク的にも、心理的にも。 したくは、ないかな。その決定権は常に僕の手元にほしい。 関われる限界を知ることになるから。 自分のことは知らなくてもいい。制御できればいい。愛してるし。 でもこうやって心情を整理してるんだけどね。まー限界はありますよ。

@ daa41bed:88f54153

There has been a good bit of discussion on Nostr over the past few days about the merits of zaps as a method of engaging with notes, so after writing a rather lengthy article on the pros of a strategic Bitcoin reserve, I wanted to take some time to chime in on the much more fun topic of digital engagement.

Let's begin by defining a couple of things:

Nostr is a decentralized, censorship-resistance protocol whose current biggest use case is social media (think Twitter/X). Instead of relying on company servers, it relies on relays that anyone can spin up and own their own content. Its use cases are much bigger, though, and this article is hosted on my own relay, using my own Nostr relay as an example.

Zap is a tip or donation denominated in sats (small units of Bitcoin) sent from one user to another. This is generally done directly over the Lightning Network but is increasingly using Cashu tokens. For the sake of this discussion, how you transmit/receive zaps will be irrelevant, so don't worry if you don't know what Lightning or Cashu are.

If we look at how users engage with posts and follows/followers on platforms like Twitter, Facebook, etc., it becomes evident that traditional social media thrives on engagement farming. The more outrageous a post, the more likely it will get a reaction. We see a version of this on more visual social platforms like YouTube and TikTok that use carefully crafted thumbnail images to grab the user's attention to click the video. If you'd like to dive deep into the psychology and science behind social media engagement, let me know, and I'd be happy to follow up with another article.

In this user engagement model, a user is given the option to comment or like the original post, or share it among their followers to increase its signal. They receive no value from engaging with the content aside from the dopamine hit of the original experience or having their comment liked back by whatever influencer they provide value to. Ad revenue flows to the content creator. Clout flows to the content creator. Sales revenue from merch and content placement flows to the content creator. We call this a linear economy -- the idea that resources get created, used up, then thrown away. Users create content and farm as much engagement as possible, then the content is forgotten within a few hours as they move on to the next piece of content to be farmed.

What if there were a simple way to give value back to those who engage with your content? By implementing some value-for-value model -- a circular economy. Enter zaps.

Unlike traditional social media platforms, Nostr does not actively use algorithms to determine what content is popular, nor does it push content created for active user engagement to the top of a user's timeline. Yes, there are "trending" and "most zapped" timelines that users can choose to use as their default, but these use relatively straightforward engagement metrics to rank posts for these timelines.

That is not to say that we may not see clients actively seeking to refine timeline algorithms for specific metrics. Still, the beauty of having an open protocol with media that is controlled solely by its users is that users who begin to see their timeline gamed towards specific algorithms can choose to move to another client, and for those who are more tech-savvy, they can opt to run their own relays or create their own clients with personalized algorithms and web of trust scoring systems.

Zaps enable the means to create a new type of social media economy in which creators can earn for creating content and users can earn by actively engaging with it. Like and reposting content is relatively frictionless and costs nothing but a simple button tap. Zaps provide active engagement because they signal to your followers and those of the content creator that this post has genuine value, quite literally in the form of money—sats.

I have seen some comments on Nostr claiming that removing likes and reactions is for wealthy people who can afford to send zaps and that the majority of people in the US and around the world do not have the time or money to zap because they have better things to spend their money like feeding their families and paying their bills. While at face value, these may seem like valid arguments, they, unfortunately, represent the brainwashed, defeatist attitude that our current economic (and, by extension, social media) systems aim to instill in all of us to continue extracting value from our lives.

Imagine now, if those people dedicating their own time (time = money) to mine pity points on social media would instead spend that time with genuine value creation by posting content that is meaningful to cultural discussions. Imagine if, instead of complaining that their posts get no zaps and going on a tirade about how much of a victim they are, they would empower themselves to take control of their content and give value back to the world; where would that leave us? How much value could be created on a nascent platform such as Nostr, and how quickly could it overtake other platforms?

Other users argue about user experience and that additional friction (i.e., zaps) leads to lower engagement, as proven by decades of studies on user interaction. While the added friction may turn some users away, does that necessarily provide less value? I argue quite the opposite. You haven't made a few sats from zaps with your content? Can't afford to send some sats to a wallet for zapping? How about using the most excellent available resource and spending 10 seconds of your time to leave a comment? Likes and reactions are valueless transactions. Social media's real value derives from providing monetary compensation and actively engaging in a conversation with posts you find interesting or thought-provoking. Remember when humans thrived on conversation and discussion for entertainment instead of simply being an onlooker of someone else's life?

If you've made it this far, my only request is this: try only zapping and commenting as a method of engagement for two weeks. Sure, you may end up liking a post here and there, but be more mindful of how you interact with the world and break yourself from blind instinct. You'll thank me later.

@ 5ffa0470:9c3e760a

@ 127d3bf5:466f416f

I can see why someone would think that buying some other crypto is a reasonable idea for "diversification" or even just for a bit of fun gambling, but it is not.

There are many reasons you should stick to Bitcoin only, and these have been proven correct every cycle. I've outlined these before but will cut and paste below as a summary.

The number one reason, is healthy ethical practice:

• The whole point of Bitcoin is to escape the trappings and flaws of traditional systems. Currency trading and speculative investing is a Tradfi concept, and you will end up back where you started. Sooner or later this becomes obvious to everyone. Bitcoin is the healthy and ethical choice for yourself and everyone else.

But...even if you want to be greedy, hold your horses:

• There is significant risk in wallets, defi, and cefi exchanges. Many have lost all their funds in these through hacks and services getting banned or going bankrupt.
• You get killed in exchange fees even when buying low and selling high. This is effectively a transaction tax which is often hidden (sometimes they don't show the fee, just mark up the exchange rate). Also true on defi exchanges.
• You are up against traders and founders with insider knowledge and much more sophisticated prediction models that will fleece you eventually. You cannot time the market better than they can, and it is their full-time to job to beat you and suck as much liquidity out of you as they can. House always wins.
• Every crypto trade is a taxable event, so you will be taxed on all gains anyway in most countries. So not only are the traders fleecing you, the govt is too.
• It ruins your quality of life constantly checking prices and stressing about making the wrong trade.

The best option, by far, is to slowly DCA into Bitcoin and take this off exchanges into your own custody. In the long run this strategy works out better financially, ethically, and from a quality-of-life perspective. Saving, not trading.

I've been here since 2014 and can personally attest to this.

@ ec42c765:328c0600

カスタム絵文字とは

任意のオリジナル画像を絵文字のように文中に挿入できる機能です。
また、リアクション（Twitterの いいね のような機能）にもカスタム絵文字を使えます。

カスタム絵文字の対応状況（2025/02/06）

カスタム絵文字を使うためにはカスタム絵文字に対応したクライアントを使う必要があります。

※表は一例です。クライアントは他にもたくさんあります。

使っているクライアントが対応していない場合は、クライアントを変更する、対応するまで待つ、開発者に要望を送る（または自分で実装する）などしましょう。

対応クライアント

• Amethyst
• FreeFrom
• nostter
• Rabbit
• Lumilumi
• Nos Haiku
• Snort
• noStrudel

ここではnostterを使って説明していきます。

準備

カスタム絵文字を使うための準備です。

• Nostrエクステンション（NIP-07）を導入する
• 使いたいカスタム絵文字をリストに登録する

Nostrエクステンション（NIP-07）を導入する

Nostrエクステンションは使いたいカスタム絵文字を登録する時に必要になります。

また、環境（パソコン、iPhone、androidなど）によって導入方法が違います。

Nostrエクステンションを導入する端末は、実際にNostrを閲覧する端末と違っても構いません（リスト登録はPC、Nostr閲覧はiPhoneなど）。

Nostrエクステンション（NIP-07）の導入方法は以下のページを参照してください。

ログイン拡張機能 (NIP-07)を使ってみよう | Welcome to Nostr! ～ Nostrをはじめよう！ ～

少し面倒ですが、これを導入しておくとNostr上の様々な場面で役立つのでより快適になります。

使いたいカスタム絵文字をリストに登録する

以下のサイトで行います。

emojito

右上のGet startedからNostrエクステンションでログインしてください。

例として以下のカスタム絵文字を導入してみます。

実際より絵文字が少なく表示されることがありますが、古い状態のデータを取得してしまっているためです。その場合はブラウザの更新ボタンを押してください。

generalJP | カスタム絵文字

• 右側のOptionsからBookmarkを選択

これでカスタム絵文字を使用するためのリストに登録できます。

カスタム絵文字を使用する

例としてブラウザから使えるクライアント nostter から使用してみます。

nostter

nostterにNostrエクステンションでログイン、もしくは秘密鍵を入れてログインしてください。

文章中に使用

1. 投稿ボタンを押して投稿ウィンドウを表示
2. 顔😀のボタンを押し、絵文字ウィンドウを表示
3. ＊タブを押し、カスタム絵文字一覧を表示
4. カスタム絵文字を選択
5. : 記号に挟まれたアルファベットのショートコードとして挿入される

この状態で投稿するとカスタム絵文字として表示されます。

カスタム絵文字対応クライアントを使っている他ユーザーにもカスタム絵文字として表示されます。

対応していないクライアントの場合、ショートコードのまま表示されます。

ショートコードを直接入力することでカスタム絵文字の候補が表示されるのでそこから選択することもできます。

リアクションに使用

1. 任意の投稿の顔😀のボタンを押し、絵文字ウィンドウを表示
2. ＊タブを押し、カスタム絵文字一覧を表示
3. カスタム絵文字を選択

カスタム絵文字リアクションを送ることができます。

カスタム絵文字を探す

先述したemojitoからカスタム絵文字を探せます。

例えば任意のユーザーのページ emojito ロクヨウ から探したり、 emojito Browse all からnostr全体で最近作成、更新された絵文字を見たりできます。

また、以下のリンクは日本語圏ユーザーが作ったカスタム絵文字を集めたリストです（2025/02/06）

※漏れがあるかもしれません

日本ユーザー作 カスタム絵文字

各絵文字セットにあるOpen in emojitoのリンクからemojitoに飛び、使用リストに追加できます。

---

以上です。

次：Nostrのカスタム絵文字の作り方

Yakihonneリンク Nostrのカスタム絵文字の作り方

Nostrリンク nostr:naddr1qqxnzdesxuunzv358ycrgveeqgswcsk8v4qck0deepdtluag3a9rh0jh2d0wh0w9g53qg8a9x2xqvqqrqsqqqa28r5psx3

---

仕様

NIP-30 Custom Emoji

NIP-30 カスタム絵文字（和訳）

@ b7274d28:c99628cb

For anyone interested in the list of essential essays from nostr:npub14hn6p34vegy4ckeklz8jq93mendym9asw8z2ej87x2wuwf8werasc6a32x (@anilsaidso) on Twitter that nostr:npub1h8nk2346qezka5cpm8jjh3yl5j88pf4ly2ptu7s6uu55wcfqy0wq36rpev mentioned on Read 856, here it is. I have compiled it with as many of the essays as I could find, along with the audio versions, when available. Additionally, if the author is on #Nostr, I have tagged their npub so you can thank them by zapping them some sats.

All credit for this list and the graphics accompanying each entry goes to nostr:npub14hn6p34vegy4ckeklz8jq93mendym9asw8z2ej87x2wuwf8werasc6a32x, whose original thread can be found here: Anil's Essential Essays Thread

1.

History shows us that the corruption of monetary systems leads to moral decay, social collapse, and slavery.

Essay: https://breedlove22.medium.com/masters-and-slaves-of-money-255ecc93404f

Audio: https://fountain.fm/episode/RI0iCGRCCYdhnMXIN3L6

2.

The 21st century emergence of Bitcoin, encryption, the internet, and millennials are more than just trends; they herald a wave of change that exhibits similar dynamics as the 16-17th century revolution that took place in Europe.

Author: nostr:npub13l3lyslfzyscrqg8saw4r09y70702s6r025hz52sajqrvdvf88zskh8xc2

Essay: https://casebitcoin.com/docs/TheBitcoinReformation_TuurDemeester.pdf

Audio: https://fountain.fm/episode/uLgBG2tyCLMlOp3g50EL

3.

There are many men out there who will parrot the "debt is money WE owe OURSELVES" without acknowledging that "WE" isn't a static entity, but a collection of individuals at different points in their lives.

Author: nostr:npub1guh5grefa7vkay4ps6udxg8lrqxg2kgr3qh9n4gduxut64nfxq0q9y6hjy

Essay: https://www.tftc.io/issue-754-ludwig-von-mises-human-action/

Audio: https://fountain.fm/episode/UXacM2rkdcyjG9xp9O2l

4.

If Bitcoin exists for 20 years, there will be near-universal confidence that it will be available forever, much as people believe the Internet is a permanent feature of the modern world.

Essay: https://vijayboyapati.medium.com/the-bullish-case-for-bitcoin-6ecc8bdecc1

Audio: https://fountain.fm/episode/jC3KbxTkXVzXO4vR7X3W

As you are surely aware, Vijay has expanded this into a book available here: The Bullish Case for Bitcoin Book

There is also an audio book version available here: The Bullish Case for Bitcoin Audio Book

5.

This realignment would not be traditional right vs left, but rather land vs cloud, state vs network, centralized vs decentralized, new money vs old, internationalist/capitalist vs nationalist/socialist, MMT vs BTC,...Hamilton vs Satoshi.

Essay: https://nakamoto.com/bitcoin-becomes-the-flag-of-technology/

Audio: https://fountain.fm/episode/tFJKjYLKhiFY8voDssZc

6.

Gradually, Then Suddenly

I became convinced that, whether bitcoin survives or not, the existing financial system is working on borrowed time.

Essay: https://nakamotoinstitute.org/mempool/gradually-then-suddenly/

Audio: https://fountain.fm/episode/Mf6hgTFUNESqvdxEIOGZ

Parker Lewis went on to release several more articles in the Gradually, Then Suddenly series. They can be found here: Gradually, Then Suddenly Series

nostr:npub1h8nk2346qezka5cpm8jjh3yl5j88pf4ly2ptu7s6uu55wcfqy0wq36rpev has, of course, read all of them for us. Listing them all here is beyond the scope of this article, but you can find them by searching the podcast feed here: Bitcoin Audible Feed

Finally, Parker Lewis has refined these articles and released them as a book, which is available here: Gradually, Then Suddenly Book

7.

Bitcoin is a beautifully-constructed protocol. Genius is apparent in its design to most people who study it in depth, in terms of the way it blends math, computer science, cyber security, monetary economics, and game theory.

Author: nostr:npub1a2cww4kn9wqte4ry70vyfwqyqvpswksna27rtxd8vty6c74era8sdcw83a

Essay: https://www.lynalden.com/invest-in-bitcoin/

Audio: https://fountain.fm/episode/axeqKBvYCSP1s9aJIGSe

8.

Bitcoin offers a sweeping vista of opportunity to re-imagine how the financial system can and should work in the Internet era..

Essay: https://archive.nytimes.com/dealbook.nytimes.com/2014/01/21/why-bitcoin-matters/

9.

Using Bitcoin for consumer purchases is akin to driving a Concorde jet down the street to pick up groceries: a ridiculously expensive waste of an astonishing tool.

Author: nostr:npub1gdu7w6l6w65qhrdeaf6eyywepwe7v7ezqtugsrxy7hl7ypjsvxksd76nak

Essay: https://nakamotoinstitute.org/mempool/economics-of-bitcoin-as-a-settlement-network/

Audio: https://fountain.fm/episode/JoSpRFWJtoogn3lvTYlz

10.

The Internet is a dumb network, which is its defining and most valuable feature. The Internet’s protocol (..) doesn’t offer “services.” It doesn’t make decisions about content. It doesn’t distinguish between photos, text, video and audio.

Essay: https://fee.org/articles/decentralization-why-dumb-networks-are-better/

Audio: https://fountain.fm/episode/b7gOEqmWxn8RiDziffXf

11.

Most people are only familiar with (b)itcoin the electronic currency, but more important is (B)itcoin, with a capital B, the underlying protocol, which encapsulates and distributes the functions of contract law.

I was unable to find this essay or any audio version. Clicking on Anil's original link took me to Naval's blog, but that particular entry seems to have been removed.

12.

Bitcoin can approximate unofficial exchange rates which, in turn, can be used to detect both the existence and the magnitude of the distortion caused by capital controls & exchange rate manipulations.

Essay: https://papers.ssrn.com/sol3/Papers.cfm?abstract_id=2714921

13.

You can create something which looks cosmetically similar to Bitcoin, but you cannot replicate the settlement assurances which derive from the costliness of the ledger.

Essay: https://medium.com/@nic__carter/its-the-settlement-assurances-stupid-5dcd1c3f4e41

Audio: https://fountain.fm/episode/5NoPoiRU4NtF2YQN5QI1

14.

When we can secure the most important functionality of a financial network by computer science... we go from a system that is manual, local, and of inconsistent security to one that is automated, global, and much more secure.

Essay: https://nakamotoinstitute.org/library/money-blockchains-and-social-scalability/

Audio: https://fountain.fm/episode/VMH9YmGVCF8c3I5zYkrc

15.

The BCB enforces the strictest deposit regulations in the world by requiring full reserves for all accounts. ..money is not destroyed when bank debts are repaid, so increased money hoarding does not cause liquidity traps..

Author: nostr:npub1hxwmegqcfgevu4vsfjex0v3wgdyz8jtlgx8ndkh46t0lphtmtsnsuf40pf

Essay: https://nakamotoinstitute.org/mempool/the-bitcoin-central-banks-perfect-monetary-policy/

Audio: https://fountain.fm/episode/ralOokFfhFfeZpYnGAsD

16.

When Satoshi announced Bitcoin on the cryptography mailing list, he got a skeptical reception at best. Cryptographers have seen too many grand schemes by clueless noobs. They tend to have a knee jerk reaction.

Essay: https://nakamotoinstitute.org/library/bitcoin-and-me/

Audio: https://fountain.fm/episode/Vx8hKhLZkkI4cq97qS4Z

17.

No matter who you are, or how big your company is, 𝙮𝙤𝙪𝙧 𝙩𝙧𝙖𝙣𝙨𝙖𝙘𝙩𝙞𝙤𝙣 𝙬𝙤𝙣’𝙩 𝙥𝙧𝙤𝙥𝙖𝙜𝙖𝙩𝙚 𝙞𝙛 𝙞𝙩’𝙨 𝙞𝙣𝙫𝙖𝙡𝙞𝙙.

Essay: https://nakamotoinstitute.org/mempool/bitcoin-miners-beware-invalid-blocks-need-not-apply/

Audio: https://fountain.fm/episode/bcSuBGmOGY2TecSov4rC

18.

Just like a company trying to protect itself from being destroyed by a new competitor, the actions and reactions of central banks and policy makers to protect the system that they know, are quite predictable.

Author: nostr:npub1s05p3ha7en49dv8429tkk07nnfa9pcwczkf5x5qrdraqshxdje9sq6eyhe

Essay: https://medium.com/the-bitcoin-times/the-greatest-game-b787ac3242b2

Audio Part 1: https://fountain.fm/episode/5bYyGRmNATKaxminlvco

Audio Part 2: https://fountain.fm/episode/92eU3h6gqbzng84zqQPZ

19.

Technology, industry, and society have advanced immeasurably since, and yet we still live by Venetian financial customs and have no idea why. Modern banking is the legacy of a problem that technology has since solved.

Author: nostr:npub1sfhflz2msx45rfzjyf5tyj0x35pv4qtq3hh4v2jf8nhrtl79cavsl2ymqt

Essay: https://allenfarrington.medium.com/bitcoin-is-venice-8414dda42070

Audio: https://fountain.fm/episode/s6Fu2VowAddRACCCIxQh

Allen Farrington and Sacha Meyers have gone on to expand this into a book, as well. You can get the book here: Bitcoin is Venice Book

And wouldn't you know it, Guy Swann has narrated the audio book available here: Bitcoin is Venice Audio Book

20.

The rich and powerful will always design systems that benefit them before everyone else. The genius of Bitcoin is to take advantage of that very base reality and force them to get involved and help run the system, instead of attacking it.

Author: nostr:npub1trr5r2nrpsk6xkjk5a7p6pfcryyt6yzsflwjmz6r7uj7lfkjxxtq78hdpu

Essay: https://quillette.com/2021/02/21/can-governments-stop-bitcoin/

Audio: https://fountain.fm/episode/jeZ21IWIlbuC1OGnssy8

21.

In the realm of infor­ma­tion, there is no coin-stamping without time-stamping. The relent­less beating of this clock is what gives rise to all the magical proper­ties of Bitcoin.

Author: nostr:npub1dergggklka99wwrs92yz8wdjs952h2ux2ha2ed598ngwu9w7a6fsh9xzpc

Essay: https://dergigi.com/2021/01/14/bitcoin-is-time/

Audio: https://fountain.fm/episode/pTevCY2vwanNsIso6F6X

22.

You can stay on the Fiat Standard, in which some people get to produce unlimited new units of money for free, just not you. Or opt in to the Bitcoin Standard, in which no one gets to do that, including you.

Essay: https://casebitcoin.com/docs/StoneRidge_2020_Shareholder_Letter.pdf

Audio: https://fountain.fm/episode/PhBTa39qwbkwAtRnO38W

23.

Long term investors should use Bitcoin as their unit of account and every single investment should be compared to the expected returns of Bitcoin.

Essay: https://nakamotoinstitute.org/mempool/everyones-a-scammer/

Audio: https://fountain.fm/episode/vyR2GUNfXtKRK8qwznki

24.

When you’re in the ivory tower, you think the term “ivory tower” is a silly misrepresentation of your very normal life; when you’re no longer in the ivory tower, you realize how willfully out of touch you were with the world.

Essay: https://www.citadel21.com/why-the-yuppie-elite-dismiss-bitcoin

Audio: https://fountain.fm/episode/7do5K4pPNljOf2W3rR2V

You might notice that many of the above essays are available from the Satoshi Nakamoto Institute. It is a veritable treasure trove of excellent writing on subjects surrounding #Bitcoin and #AustrianEconomics. If you find value in them keeping these written works online for the next wave of new Bitcoiners to have an excellent source of education, please consider donating to the cause.

@ 0d97beae:c5274a14

This article hopes to complement the article by Lyn Alden on YouTube: https://www.youtube.com/watch?v=jk_HWmmwiAs

The reason why we have broken money

Before the invention of key technologies such as the printing press and electronic communications, even such as those as early as morse code transmitters, gold had won the competition for best medium of money around the world.

In fact, it was not just gold by itself that became money, rulers and world leaders developed coins in order to help the economy grow. Gold nuggets were not as easy to transact with as coins with specific imprints and denominated sizes.

However, these modern technologies created massive efficiencies that allowed us to communicate and perform services more efficiently and much faster, yet the medium of money could not benefit from these advancements. Gold was heavy, slow and expensive to move globally, even though requesting and performing services globally did not have this limitation anymore.

Banks took initiative and created derivatives of gold: paper and electronic money; these new currencies allowed the economy to continue to grow and evolve, but it was not without its dark side. Today, no currency is denominated in gold at all, money is backed by nothing and its inherent value, the paper it is printed on, is worthless too.

Banks and governments eventually transitioned from a money derivative to a system of debt that could be co-opted and controlled for political and personal reasons. Our money today is broken and is the cause of more expensive, poorer quality goods in the economy, a larger and ever growing wealth gap, and many of the follow-on problems that have come with it.

Bitcoin overcomes the "transfer of hard money" problem

Just like gold coins were created by man, Bitcoin too is a technology created by man. Bitcoin, however is a much more profound invention, possibly more of a discovery than an invention in fact. Bitcoin has proven to be unbreakable, incorruptible and has upheld its ability to keep its units scarce, inalienable and counterfeit proof through the nature of its own design.

Since Bitcoin is a digital technology, it can be transferred across international borders almost as quickly as information itself. It therefore severely reduces the need for a derivative to be used to represent money to facilitate digital trade. This means that as the currency we use today continues to fare poorly for many people, bitcoin will continue to stand out as hard money, that just so happens to work as well, functionally, along side it.

Bitcoin will also always be available to anyone who wishes to earn it directly; even China is unable to restrict its citizens from accessing it. The dollar has traditionally become the currency for people who discover that their local currency is unsustainable. Even when the dollar has become illegal to use, it is simply used privately and unofficially. However, because bitcoin does not require you to trade it at a bank in order to use it across borders and across the web, Bitcoin will continue to be a viable escape hatch until we one day hit some critical mass where the world has simply adopted Bitcoin globally and everyone else must adopt it to survive.

Bitcoin has not yet proven that it can support the world at scale. However it can only be tested through real adoption, and just as gold coins were developed to help gold scale, tools will be developed to help overcome problems as they arise; ideally without the need for another derivative, but if necessary, hopefully with one that is more neutral and less corruptible than the derivatives used to represent gold.

Bitcoin blurs the line between commodity and technology

Bitcoin is a technology, it is a tool that requires human involvement to function, however it surprisingly does not allow for any concentration of power. Anyone can help to facilitate Bitcoin's operations, but no one can take control of its behaviour, its reach, or its prioritisation, as it operates autonomously based on a pre-determined, neutral set of rules.

At the same time, its built-in incentive mechanism ensures that people do not have to operate bitcoin out of the good of their heart. Even though the system cannot be co-opted holistically, It will not stop operating while there are people motivated to trade their time and resources to keep it running and earn from others' transaction fees. Although it requires humans to operate it, it remains both neutral and sustainable.

Never before have we developed or discovered a technology that could not be co-opted and used by one person or faction against another. Due to this nature, Bitcoin's units are often described as a commodity; they cannot be usurped or virtually cloned, and they cannot be affected by political biases.

The dangers of derivatives

A derivative is something created, designed or developed to represent another thing in order to solve a particular complication or problem. For example, paper and electronic money was once a derivative of gold.

In the case of Bitcoin, if you cannot link your units of bitcoin to an "address" that you personally hold a cryptographically secure key to, then you very likely have a derivative of bitcoin, not bitcoin itself. If you buy bitcoin on an online exchange and do not withdraw the bitcoin to a wallet that you control, then you legally own an electronic derivative of bitcoin.

Bitcoin is a new technology. It will have a learning curve and it will take time for humanity to learn how to comprehend, authenticate and take control of bitcoin collectively. Having said that, many people all over the world are already using and relying on Bitcoin natively. For many, it will require for people to find the need or a desire for a neutral money like bitcoin, and to have been burned by derivatives of it, before they start to understand the difference between the two. Eventually, it will become an essential part of what we regard as common sense.

Learn for yourself

If you wish to learn more about how to handle bitcoin and avoid derivatives, you can start by searching online for tutorials about "Bitcoin self custody".

There are many options available, some more practical for you, and some more practical for others. Don't spend too much time trying to find the perfect solution; practice and learn. You may make mistakes along the way, so be careful not to experiment with large amounts of your bitcoin as you explore new ideas and technologies along the way. This is similar to learning anything, like riding a bicycle; you are sure to fall a few times, scuff the frame, so don't buy a high performance racing bike while you're still learning to balance.

@ 37fe9853:bcd1b039

yoyoaa

@ 62033ff8:e4471203

收录的内容中 kind=1的部分，实话说 质量不高。 所以我增加了kind=30023 长文的article，但是更新的太少，多个relays 的服务器也没有多少长文。

所有搜索nostr如果需要产生价值，需要有高质量的文章和新闻。 而且现在有很多机器人的文章充满着浪费空间的作用，其他作用都用不上。

https://www.duozhutuan.com 目前放的是给搜索引擎提供搜索的原材料。没有做UI给人类浏览。所以看上去是粗糙的。 我并没有打算去做一个发microblog的 web客户端，那类的客户端太多了。

我觉得nostr社区需要解决的还是应用。如果仅仅是microblog 感觉有点够呛

幸运的是npub.pro 建站这样的，我觉得有点意思。

yakihonne 智能widget 也有意思

我做的TaskQ5 我自己在用了。分布式的任务系统，也挺好的。

@ 23b0e2f8:d8af76fc

Necessário

• Um Android que você não use mais (a câmera deve estar funcionando).
• Um cartão microSD (opcional, usado apenas uma vez).
• Um dispositivo para acompanhar seus fundos (provavelmente você já tem um).

Algumas coisas que você precisa saber

• O dispositivo servirá como um assinador. Qualquer movimentação só será efetuada após ser assinada por ele.
• O cartão microSD será usado para transferir o APK do Electrum e garantir que o aparelho não terá contato com outras fontes de dados externas após sua formatação. Contudo, é possível usar um cabo USB para o mesmo propósito.
• A ideia é deixar sua chave privada em um dispositivo offline, que ficará desligado em 99% do tempo. Você poderá acompanhar seus fundos em outro dispositivo conectado à internet, como seu celular ou computador pessoal.

---

O tutorial será dividido em dois módulos:

• Módulo 1 - Criando uma carteira fria/assinador.
• Módulo 2 - Configurando um dispositivo para visualizar seus fundos e assinando transações com o assinador.

---

No final, teremos:

• Uma carteira fria que também servirá como assinador.
• Um dispositivo para acompanhar os fundos da carteira.

---

Módulo 1 - Criando uma carteira fria/assinador

1. Baixe o APK do Electrum na aba de downloads em https://electrum.org/. Fique à vontade para verificar as assinaturas do software, garantindo sua autenticidade.

2. Formate o cartão microSD e coloque o APK do Electrum nele. Caso não tenha um cartão microSD, pule este passo.

1. Retire os chips e acessórios do aparelho que será usado como assinador, formate-o e aguarde a inicialização.

1. Durante a inicialização, pule a etapa de conexão ao Wi-Fi e rejeite todas as solicitações de conexão. Após isso, você pode desinstalar aplicativos desnecessários, pois precisará apenas do Electrum. Certifique-se de que Wi-Fi, Bluetooth e dados móveis estejam desligados. Você também pode ativar o modo avião.\ (Curiosidade: algumas pessoas optam por abrir o aparelho e danificar a antena do Wi-Fi/Bluetooth, impossibilitando essas funcionalidades.)

1. Insira o cartão microSD com o APK do Electrum no dispositivo e instale-o. Será necessário permitir instalações de fontes não oficiais.

1. No Electrum, crie uma carteira padrão e gere suas palavras-chave (seed). Anote-as em um local seguro. Caso algo aconteça com seu assinador, essas palavras permitirão o acesso aos seus fundos novamente. (Aqui entra seu método pessoal de backup.)

---

Módulo 2 - Configurando um dispositivo para visualizar seus fundos e assinando transações com o assinador.

1. Criar uma carteira somente leitura em outro dispositivo, como seu celular ou computador pessoal, é uma etapa bastante simples. Para este tutorial, usaremos outro smartphone Android com Electrum. Instale o Electrum a partir da aba de downloads em https://electrum.org/ ou da própria Play Store. (ATENÇÃO: O Electrum não existe oficialmente para iPhone. Desconfie se encontrar algum.)

2. Após instalar o Electrum, crie uma carteira padrão, mas desta vez escolha a opção Usar uma chave mestra.

1. Agora, no assinador que criamos no primeiro módulo, exporte sua chave pública: vá em Carteira > Detalhes da carteira > Compartilhar chave mestra pública.

1. Escaneie o QR gerado da chave pública com o dispositivo de consulta. Assim, ele poderá acompanhar seus fundos, mas sem permissão para movimentá-los.

2. Para receber fundos, envie Bitcoin para um dos endereços gerados pela sua carteira: Carteira > Addresses/Coins.

3. Para movimentar fundos, crie uma transação no dispositivo de consulta. Como ele não possui a chave privada, será necessário assiná-la com o dispositivo assinador.

1. No assinador, escaneie a transação não assinada, confirme os detalhes, assine e compartilhe. Será gerado outro QR, desta vez com a transação já assinada.

1. No dispositivo de consulta, escaneie o QR da transação assinada e transmita-a para a rede.

---

Conclusão

Pontos positivos do setup:

• Simplicidade: Basta um dispositivo Android antigo.
• Flexibilidade: Funciona como uma ótima carteira fria, ideal para holders.

Pontos negativos do setup:

• Padronização: Não utiliza seeds no padrão BIP-39, você sempre precisará usar o electrum.
• Interface: A aparência do Electrum pode parecer antiquada para alguns usuários.

Nesse ponto, temos uma carteira fria que também serve para assinar transações. O fluxo de assinar uma transação se torna: Gerar uma transação não assinada > Escanear o QR da transação não assinada > Conferir e assinar essa transação com o assinador > Gerar QR da transação assinada > Escanear a transação assinada com qualquer outro dispositivo que possa transmiti-la para a rede.

Como alguns devem saber, uma transação assinada de Bitcoin é praticamente impossível de ser fraudada. Em um cenário catastrófico, você pode mesmo que sem internet, repassar essa transação assinada para alguém que tenha acesso à rede por qualquer meio de comunicação. Mesmo que não queiramos que isso aconteça um dia, esse setup acaba por tornar essa prática possível.

---

@ 207ad2a0:e7cca7b0

Quick context: I wanted to check out Nostr's longform posts and this blog post seemed like a good one to try and mirror. It's originally from my free to read/share attempt to write a novel, but this post here is completely standalone - just describing how I used AI image generation to make a small piece of the work.

Hold on, put your pitchforks down - outside of using Grammerly & Emacs for grammatical corrections - not a single character was generated or modified by computers; a non-insignificant portion of my first draft originating on pen & paper. No AI is ~~weird and crazy~~ imaginative enough to write like I do. The only successful AI contribution you'll find is a single image, the map, which I heavily edited. This post will go over how I generated and modified an image using AI, which I believe brought some value to the work, and cover a few quick thoughts about AI towards the end.

Let's be clear, I can't draw, but I wanted a map which I believed would improve the story I was working on. After getting abysmal results by prompting AI with text only I decided to use "Diffuse the Rest," a Stable Diffusion tool that allows you to provide a reference image + description to fine tune what you're looking for. I gave it this Microsoft Paint looking drawing:

and after a number of outputs, selected this one to work on:

The image is way better than the one I provided, but had I used it as is, I still feel it would have decreased the quality of my work instead of increasing it. After firing up Gimp I cropped out the top and bottom, expanded the ocean and separated the landmasses, then copied the top right corner of the large landmass to replace the bottom left that got cut off. Now we've got something that looks like concept art: not horrible, and gets the basic idea across, but it's still due for a lot more detail.

The next thing I did was add some texture to make it look more map like. I duplicated the layer in Gimp and applied the "Cartoon" filter to both for some texture. The top layer had a much lower effect strength to give it a more textured look, while the lower layer had a higher effect strength that looked a lot like mountains or other terrain features. Creating a layer mask allowed me to brush over spots to display the lower layer in certain areas, giving it some much needed features.

At this point I'd made it to where I felt it may improve the work instead of detracting from it - at least after labels and borders were added, but the colors seemed artificial and out of place. Luckily, however, this is when PhotoFunia could step in and apply a sketch effect to the image.

At this point I was pretty happy with how it was looking, it was close to what I envisioned and looked very visually appealing while still being a good way to portray information. All that was left was to make the white background transparent, add some minor details, and add the labels and borders. Below is the exact image I wound up using:

Overall, I'm very satisfied with how it turned out, and if you're working on a creative project, I'd recommend attempting something like this. It's not a central part of the work, but it improved the chapter a fair bit, and was doable despite lacking the talent and not intending to allocate a budget to my making of a free to read and share story.

The AI Generated Elephant in the Room

If you've read my non-fiction writing before, you'll know that I think AI will find its place around the skill floor as opposed to the skill ceiling. As you saw with my input, I have absolutely zero drawing talent, but with some elbow grease and an existing creative direction before and after generating an image I was able to get something well above what I could have otherwise accomplished. Outside of the lowest common denominators like stock photos for the sole purpose of a link preview being eye catching, however, I doubt AI will be wholesale replacing most creative works anytime soon. I can assure you that I tried numerous times to describe the map without providing a reference image, and if I used one of those outputs (or even just the unedited output after providing the reference image) it would have decreased the quality of my work instead of improving it.

I'm going to go out on a limb and expect that AI image, text, and video is all going to find its place in slop & generic content (such as AI generated slop replacing article spinners and stock photos respectively) and otherwise be used in a supporting role for various creative endeavors. For people working on projects like I'm working on (e.g. intended budget $0) it's helpful to have an AI capable of doing legwork - enabling projects to exist or be improved in ways they otherwise wouldn't have. I'm also guessing it'll find its way into more professional settings for grunt work - think a picture frame or fake TV show that would exist in the background of an animated project - likely a detail most people probably wouldn't notice, but that would save the creators time and money and/or allow them to focus more on the essential aspects of said work. Beyond that, as I've predicted before: I expect plenty of emails will be generated from a short list of bullet points, only to be summarized by the recipient's AI back into bullet points.

I will also make a prediction counter to what seems mainstream: AI is about to peak for a while. The start of AI image generation was with Google's DeepDream in 2015 - image recognition software that could be run in reverse to "recognize" patterns where there were none, effectively generating an image from digital noise or an unrelated image. While I'm not an expert by any means, I don't think we're too far off from that a decade later, just using very fine tuned tools that develop more coherent images. I guess that we're close to maxing out how efficiently we're able to generate images and video in that manner, and the hard caps on how much creative direction we can have when using AI - as well as the limits to how long we can keep it coherent (e.g. long videos or a chronologically consistent set of images) - will prevent AI from progressing too far beyond what it is currently unless/until another breakthrough occurs.

@ 3f770d65:7a745b24

New Year’s resolutions often feel boring and repetitive. Most revolve around getting in shape, eating healthier, or giving up alcohol. While the idea is interesting—using the start of a new calendar year as a catalyst for change—it also seems unnecessary. Why wait for a specific date to make a change? If you want to improve something in your life, you can just do it. You don’t need an excuse.

That’s why I’ve never been drawn to the idea of making a list of resolutions. If I wanted a change, I’d make it happen, without worrying about the calendar. At least, that’s how I felt until now—when, for once, the timing actually gave me a real reason to embrace the idea of New Year’s resolutions.

Enter Olas.

If you're a visual creator, you've likely experienced the relentless grind of building a following on platforms like Instagram—endless doomscrolling, ever-changing algorithms, and the constant pressure to stay relevant. But what if there was a better way? Olas is a Nostr-powered alternative to Instagram that prioritizes community, creativity, and value-for-value exchanges. It's a game changer.

Instagram’s failings are well-known. Its algorithm often dictates whose content gets seen, leaving creators frustrated and powerless. Monetization hurdles further alienate creators who are forced to meet arbitrary follower thresholds before earning anything. Additionally, the platform’s design fosters endless comparisons and exposure to negativity, which can take a significant toll on mental health.

Instagram’s algorithms are notorious for keeping users hooked, often at the cost of their mental health. I've spoken about this extensively, most recently at Nostr Valley, explaining how legacy social media is bad for you. You might find yourself scrolling through content that leaves you feeling anxious or drained. Olas takes a fresh approach, replacing "doomscrolling" with "bloomscrolling." This is a common theme across the Nostr ecosystem. The lack of addictive rage algorithms allows the focus to shift to uplifting, positive content that inspires rather than exhausts.

Monetization is another area where Olas will set itself apart. On Instagram, creators face arbitrary barriers to earning—needing thousands of followers and adhering to restrictive platform rules. Olas eliminates these hurdles by leveraging the Nostr protocol, enabling creators to earn directly through value-for-value exchanges. Fans can support their favorite artists instantly, with no delays or approvals required. The plan is to enable a brand new Olas account that can get paid instantly, with zero followers - that's wild.

Olas addresses these issues head-on. Operating on the open Nostr protocol, it removes centralized control over one's content’s reach or one's ability to monetize. With transparent, configurable algorithms, and a community that thrives on mutual support, Olas creates an environment where creators can grow and succeed without unnecessary barriers.

Join me on my New Year's resolution. Join me on Olas and take part in the #Olas365 challenge! It’s a simple yet exciting way to share your content. The challenge is straightforward: post at least one photo per day on Olas (though you’re welcome to share more!).

Download on iOS.

Download on Android or download via Zapstore.

Let's make waves together.

@ e6817453:b0ac3c39

The Rise of Graph RAGs and the Quest for Data Quality

As we enter a new year, it’s impossible to ignore the boom of retrieval-augmented generation (RAG) systems, particularly those leveraging graph-based approaches. The previous year saw a surge in advancements and discussions about Graph RAGs, driven by their potential to enhance large language models (LLMs), reduce hallucinations, and deliver more reliable outputs. Let’s dive into the trends, challenges, and strategies for making the most of Graph RAGs in artificial intelligence.

Booming Interest in Graph RAGs

Graph RAGs have dominated the conversation in AI circles. With new research papers and innovations emerging weekly, it’s clear that this approach is reshaping the landscape. These systems, especially those developed by tech giants like Microsoft, demonstrate how graphs can:

• Enhance LLM Outputs: By grounding responses in structured knowledge, graphs significantly reduce hallucinations.
• Support Complex Queries: Graphs excel at managing linked and connected data, making them ideal for intricate problem-solving.

Conferences on linked and connected data have increasingly focused on Graph RAGs, underscoring their central role in modern AI systems. However, the excitement around this technology has brought critical questions to the forefront: How do we ensure the quality of the graphs we’re building, and are they genuinely aligned with our needs?

Data Quality: The Foundation of Effective Graphs

A high-quality graph is the backbone of any successful RAG system. Constructing these graphs from unstructured data requires attention to detail and rigorous processes. Here’s why:

• Richness of Entities: Effective retrieval depends on graphs populated with rich, detailed entities.
• Freedom from Hallucinations: Poorly constructed graphs amplify inaccuracies rather than mitigating them.

Without robust data quality, even the most sophisticated Graph RAGs become ineffective. As a result, the focus must shift to refining the graph construction process. Improving data strategy and ensuring meticulous data preparation is essential to unlock the full potential of Graph RAGs.

Hybrid Graph RAGs and Variations

While standard Graph RAGs are already transformative, hybrid models offer additional flexibility and power. Hybrid RAGs combine structured graph data with other retrieval mechanisms, creating systems that:

• Handle diverse data sources with ease.
• Offer improved adaptability to complex queries.

Exploring these variations can open new avenues for AI systems, particularly in domains requiring structured and unstructured data processing.

Ontology: The Key to Graph Construction Quality

Ontology — defining how concepts relate within a knowledge domain — is critical for building effective graphs. While this might sound abstract, it’s a well-established field blending philosophy, engineering, and art. Ontology engineering provides the framework for:

• Defining Relationships: Clarifying how concepts connect within a domain.
• Validating Graph Structures: Ensuring constructed graphs are logically sound and align with domain-specific realities.

Traditionally, ontologists — experts in this discipline — have been integral to large enterprises and research teams. However, not every team has access to dedicated ontologists, leading to a significant challenge: How can teams without such expertise ensure the quality of their graphs?

How to Build Ontology Expertise in a Startup Team

For startups and smaller teams, developing ontology expertise may seem daunting, but it is achievable with the right approach:

1. Assign a Knowledge Champion: Identify a team member with a strong analytical mindset and give them time and resources to learn ontology engineering.
2. Provide Training: Invest in courses, workshops, or certifications in knowledge graph and ontology creation.
3. Leverage Partnerships: Collaborate with academic institutions, domain experts, or consultants to build initial frameworks.
4. Utilize Tools: Introduce ontology development tools like Protégé, OWL, or SHACL to simplify the creation and validation process.
5. Iterate with Feedback: Continuously refine ontologies through collaboration with domain experts and iterative testing.

So, it is not always affordable for a startup to have a dedicated oncologist or knowledge engineer in a team, but you could involve consulters or build barefoot experts.

You could read about barefoot experts in my article :

Even startups can achieve robust and domain-specific ontology frameworks by fostering in-house expertise.

How to Find or Create Ontologies

For teams venturing into Graph RAGs, several strategies can help address the ontology gap:

1. Leverage Existing Ontologies: Many industries and domains already have open ontologies. For instance:

2. Public Knowledge Graphs: Resources like Wikipedia’s graph offer a wealth of structured knowledge.

3. Industry Standards: Enterprises such as Siemens have invested in creating and sharing ontologies specific to their fields.

4. Business Framework Ontology (BFO): A valuable resource for enterprises looking to define business processes and structures.

5. Build In-House Expertise: If budgets allow, consider hiring knowledge engineers or providing team members with the resources and time to develop expertise in ontology creation.

6. Utilize LLMs for Ontology Construction: Interestingly, LLMs themselves can act as a starting point for ontology development:

7. Prompt-Based Extraction: LLMs can generate draft ontologies by leveraging their extensive training on graph data.

8. Domain Expert Refinement: Combine LLM-generated structures with insights from domain experts to create tailored ontologies.

Parallel Ontology and Graph Extraction

An emerging approach involves extracting ontologies and graphs in parallel. While this can streamline the process, it presents challenges such as:

• Detecting Hallucinations: Differentiating between genuine insights and AI-generated inaccuracies.
• Ensuring Completeness: Ensuring no critical concepts are overlooked during extraction.

Teams must carefully validate outputs to ensure reliability and accuracy when employing this parallel method.

LLMs as Ontologists

While traditionally dependent on human expertise, ontology creation is increasingly supported by LLMs. These models, trained on vast amounts of data, possess inherent knowledge of many open ontologies and taxonomies. Teams can use LLMs to:

• Generate Skeleton Ontologies: Prompt LLMs with domain-specific information to draft initial ontology structures.
• Validate and Refine Ontologies: Collaborate with domain experts to refine these drafts, ensuring accuracy and relevance.

However, for validation and graph construction, formal tools such as OWL, SHACL, and RDF should be prioritized over LLMs to minimize hallucinations and ensure robust outcomes.

Final Thoughts: Unlocking the Power of Graph RAGs

The rise of Graph RAGs underscores a simple but crucial correlation: improving graph construction and data quality directly enhances retrieval systems. To truly harness this power, teams must invest in understanding ontologies, building quality graphs, and leveraging both human expertise and advanced AI tools.

As we move forward, the interplay between Graph RAGs and ontology engineering will continue to shape the future of AI. Whether through adopting existing frameworks or exploring innovative uses of LLMs, the path to success lies in a deep commitment to data quality and domain understanding.

Have you explored these technologies in your work? Share your experiences and insights — and stay tuned for more discussions on ontology extraction and its role in AI advancements. Cheers to a year of innovation!

@ 90c656ff:9383fd4e

In recent years, Bitcoin has often been compared to gold, earning the nickname “digital gold.” This comparison arises because both forms of value share key characteristics, such as scarcity, durability, and global acceptance. However, Bitcoin also represents a technological innovation that redefines the concept of money and investment, standing out as a modern and efficient alternative to physical gold.

One of the main reasons Bitcoin is compared to gold is its programmed scarcity. While gold is a naturally limited resource whose supply depends on mining, Bitcoin has a maximum cap of 21 million units, defined in its code. This cap protects Bitcoin from inflation, unlike traditional currencies that can be created without limit by central banks.

This scarcity gives Bitcoin lasting value, similar to gold, as the limited supply helps preserve purchasing power over time. As demand for Bitcoin grows, its reduced availability reinforces its role as a store of value.

Another feature that brings Bitcoin closer to gold is durability. While gold is resistant to corrosion and can be stored for centuries, Bitcoin is a digital asset protected by advanced cryptography and stored on the blockchain. An immutable and decentralized ledger.

Moreover, Bitcoin is far easier to transport than gold. Moving physical gold involves high costs and security risks, making transport particularly difficult for international transactions. Bitcoin, on the other hand, can be sent digitally anywhere in the world in minutes, with low fees and no intermediaries. This technological advantage makes Bitcoin more effective in a globalized and digital world.

Security is another trait that Bitcoin and gold share. Gold is difficult to counterfeit, making it a reliable store of value. Similarly, Bitcoin uses cryptographic protocols that ensure secure transactions and protect against fraud.

In addition, all Bitcoin transactions are recorded on the blockchain, offering a level of transparency that physical gold does not provide. Anyone can review transactions on the network, increasing trust and traceability.

Historically, gold has been used as a hedge against inflation and economic crises. During times of instability, investors turn to gold as a way to preserve their wealth. Bitcoin is emerging as a digital alternative with the same purpose.

In countries with high inflation or political instability, Bitcoin has been used as a safeguard against the devaluation of local currencies. Its decentralized nature prevents governments from directly confiscating or controlling the asset, providing greater financial freedom to users.

Despite its similarities with gold, Bitcoin still faces challenges. Its volatility is much higher, which can cause short-term uncertainty. However, many experts argue that this volatility is typical of new assets and tends to decrease over time as adoption grows and the market matures.

Another challenge is regulation. While gold is globally recognized as a financial asset, Bitcoin still faces resistance from governments and financial institutions, which seek ways to control and regulate it.

In summary, Bitcoin - often called "digital gold" - offers a new form of value that combines the best characteristics of gold with the efficiency and innovation of digital technology. Its programmed scarcity, cryptographic security, portability, and resistance to censorship make it a viable alternative for preserving wealth and conducting transactions in the modern world.

Despite its volatility, Bitcoin is establishing itself as both a store of value and a hedge against economic crises. As such, it represents not just an evolution of the financial system but also a symbol of the shift toward a decentralized and global digital economy.

Thank you very much for reading this far. I hope everything is well with you, and sending a big hug from your favorite Bitcoiner maximalist from Madeira. Long live freedom!

@ a4a6b584:1e05b95b

The Four-Layer Framework

Layer 1: Zoom Out

Start by looking at the big picture. What’s the subject about, and why does it matter? Focus on the overarching ideas and how they fit together. Think of this as the 30,000-foot view—it’s about understanding the "why" and "how" before diving into the "what."

Example: If you’re learning programming, start by understanding that it’s about giving logical instructions to computers to solve problems.

• Tip: Keep it simple. Summarize the subject in one or two sentences and avoid getting bogged down in specifics at this stage.

Once you have the big picture in mind, it’s time to start breaking it down.

---

Layer 2: Categorize and Connect

Now it’s time to break the subject into categories—like creating branches on a tree. This helps your brain organize information logically and see connections between ideas.

Example: Studying biology? Group concepts into categories like cells, genetics, and ecosystems.

• Tip: Use headings or labels to group similar ideas. Jot these down in a list or simple diagram to keep track.

With your categories in place, you’re ready to dive into the details that bring them to life.

---

Layer 3: Master the Details

Once you’ve mapped out the main categories, you’re ready to dive deeper. This is where you learn the nuts and bolts—like formulas, specific techniques, or key terminology. These details make the subject practical and actionable.

Example: In programming, this might mean learning the syntax for loops, conditionals, or functions in your chosen language.

• Tip: Focus on details that clarify the categories from Layer 2. Skip anything that doesn’t add to your understanding.

Now that you’ve mastered the essentials, you can expand your knowledge to include extra material.

---

Layer 4: Expand Your Horizons

Finally, move on to the extra material—less critical facts, trivia, or edge cases. While these aren’t essential to mastering the subject, they can be useful in specialized discussions or exams.

Example: Learn about rare programming quirks or historical trivia about a language’s development.

• Tip: Spend minimal time here unless it’s necessary for your goals. It’s okay to skim if you’re short on time.

---

Pro Tips for Better Learning

1. Use Active Recall and Spaced Repetition

Test yourself without looking at notes. Review what you’ve learned at increasing intervals—like after a day, a week, and a month. This strengthens memory by forcing your brain to actively retrieve information.

2. Map It Out

Create visual aids like diagrams or concept maps to clarify relationships between ideas. These are particularly helpful for organizing categories in Layer 2.

3. Teach What You Learn

Explain the subject to someone else as if they’re hearing it for the first time. Teaching exposes any gaps in your understanding and helps reinforce the material.

4. Engage with LLMs and Discuss Concepts

Take advantage of tools like ChatGPT or similar large language models to explore your topic in greater depth. Use these tools to:
- Ask specific questions to clarify confusing points.
- Engage in discussions to simulate real-world applications of the subject.
- Generate examples or analogies that deepen your understanding.

Tip: Use LLMs as a study partner, but don’t rely solely on them. Combine these insights with your own critical thinking to develop a well-rounded perspective.

---

Get Started

Ready to try the Four-Layer Method? Take 15 minutes today to map out the big picture of a topic you’re curious about—what’s it all about, and why does it matter? By building your understanding step by step, you’ll master the subject with less stress and more confidence.

@ b17fccdf:b7211155

🆕 What's changed:

---

• New bonus guide dedicated to install/upgrade/uninstall PostgreSQL
• Modified the LND guide to use PostgreSQL instead of bbolt
• Modified the Nostr relay guide to use PostgreSQL instead of SQLite (experimental)
• Modified the BTCPay Server bonus guide according to these changes
• Used the lndinit MiniBolt org fork, to add an extra section to migrate an existing LND bbolt database to PostgreSQL (🚨⚠️Experimental - use it behind your responsibility⚠️🚨)
• New Golang bonus guide as a common language for the lndinit compile
• Updated LND to v0.18
• New Bitcoin Core extra section to renovate Tor & I2P addresses
• New Bitcoin Core extra section to generate a full bitcoin.conf file
• Rebuilt some homepage sections and general structure
• Deleted the $ symbol of the commands to easy copy-paste to the terminal
• Deleted the initial incoming and the outgoing rules configuration of UFW, due to it being by default

🪧 PD: If you want to use the old database backend of the LND or Nostr relay, follow the next extra sections:

• Use the default bbolt database backend for the LND
• Use the default SQLite database backend for the Nostr relay

⚠️Attention⚠️: The migration process was tested on testnet mode from an existing bbolt database backend to a new PostgreSQL database using lndinit and the results were successful. However, It wasn't tested on mainnet, according to the developer, it is in experimental status which could damage your existing LND database.🚨 Use it behind your responsibility 🧼

🔧 PR related: https://github.com/minibolt-guide/minibolt/pull/93

---

♻️ Migrate the PostgreSQL database location

If you installed NBXplorer + BTCPay Server, it is probably you have the database of the PostgreSQL cluster on the default path (/var/lib/postgresql/16/main/), follow the next instructions to migrate it to the new dedicated location on /data/postgresdb folder:

• With user admin create the dedicated PostgreSQL data folder

sudo mkdir /data/postgresdb

• Assign as the owner to the postgres user

sudo chown postgres:postgres /data/postgresdb

• Assign permissions of the data folder only to the postgres user

sudo chmod -R 700 /data/postgresdb

• Stop NBXplorer and BTCPay Server

sudo systemctl stop nbxplorer && sudo systemctl stop btcpayserver

• Stop PostgreSQL

sudo systemctl stop postgresql

• Use the rsync command to copy all files from the existing database on (/var/lib/postgresql/16/main) to the new destination directory (/data/postgresdb)

sudo rsync -av /var/lib/postgresql/16/main/ /data/postgresdb/

Expected output:

``` sending incremental file list ./ PG_VERSION postgresql.auto.conf postmaster.opts postmaster.pid base/ base/1/ base/1/112 base/1/113 base/1/1247 base/1/1247_fsm base/1/1247_vm base/1/1249 base/1/1249_fsm base/1/1249_vm [...] pg_wal/000000010000000000000009 pg_wal/archive_status/ pg_xact/ pg_xact/0000

sent 164,483,875 bytes received 42,341 bytes 36,561,381.33 bytes/sec total size is 164,311,368 speedup is 1.00 ```

• Edit the PostgreSQL data directory on configuration, to redirect the store to the new location

sudo nano /etc/postgresql/16/main/postgresql.conf --linenumbers

• Replace the line 42 to this. Save and exit

data_directory = '/data/postgresdb'

• Start PostgreSQL to apply changes and monitor the correct status of the main instance and sub-instance monitoring sessions before

sudo systemctl start postgresql

• You can monitor the PostgreSQL main instance by the systemd journal and check the log output to ensure all is correct. You can exit the monitoring at any time with Ctrl-C

journalctl -fu postgresql

Example of the expected output:

Nov 08 11:51:10 minibolt systemd[1]: Stopped PostgreSQL RDBMS. Nov 08 11:51:10 minibolt systemd[1]: Stopping PostgreSQL RDBMS... Nov 08 11:51:13 minibolt systemd[1]: Starting PostgreSQL RDBMS... Nov 08 11:51:13 minibolt systemd[1]: Finished PostgreSQL RDBMS.

• You can monitor the PostgreSQL sub-instance by the systemd journal and check log output to ensure all is correct. You can exit monitoring at any time with Ctrl-C

journalctl -fu postgresql@16-main

Example of the expected output:

Nov 08 11:51:10 minibolt systemd[1]: Stopping PostgreSQL Cluster 16-main... Nov 08 11:51:11 minibolt systemd[1]: postgresql@16-main.service: Succeeded. Nov 08 11:51:11 minibolt systemd[1]: Stopped PostgreSQL Cluster 16-main. Nov 08 11:51:11 minibolt systemd[1]: postgresql@16-main.service: Consumed 1h 10min 8.677s CPU time. Nov 08 11:51:11 minibolt systemd[1]: Starting PostgreSQL Cluster 16-main... Nov 08 11:51:13 minibolt systemd[1]: Started PostgreSQL Cluster 16-main.

• Start NBXplorer and BTCPay Server again

sudo systemctl start nbxplorer && sudo systemctl start btcpayserver

• Monitor to make sure everything is as you left it. You can exit monitoring at any time with Ctrl-C

journalctl -fu nbxplorer

journalctl -fu btcpayserver

Enjoy it MiniBolter! 💙

@ b17fccdf:b7211155

A step-by-step guide to building a Bitcoin & Lightning node, and other stuff on a personal computer.

~ > It builds on a personal computer with x86/amd64 architecture processors.

~> It is based on the popular RaspiBolt v3 guide.

---

Those are some of the most relevant changes:

• Changed OS from Raspberry Pi OS Lite (64-bits) to Ubuntu Server LTS (Long term support) 64-bit PC (AMD64).
• Changed binaries and signatures of the programs to adapt them to x86/amd64 architecture.
• Deleted unnecessary tools and steps, and added others according to this case of use.
• Some useful authentication logs and monitoring commands were added in the security section.
• Added some interesting parameters in the settings of some services to activate and take advantage of new features.
• Changed I2P, Fulcrum, and ThunderHub guides, to be part of the core guide.
• Added exclusive optimization section of services for slow devices.

~ > Complete release notes MiniBolt v1: https://github.com/twofaktor/minibolt/releases/tag/1.0

~ > The MiniBolt guide is available at: https://minibolt.info

~ > Feel free to contribute to the source code on GitHub by opening issues, pull requests or discussions

---

Created by ⚡2 FakTor⚡

Telegram groups: * English * Spanish

@ ec42c765:328c0600

この記事は前回の内容を把握している人向けに書いています（特にNostrエクステンション（NIP-07）導入）

前回：Nostrのカスタム絵文字の使い方

手順

1. 登録する画像を用意する
2. 画像をweb上にアップロードする
3. 絵文字セットに登録する

1. 登録する画像を用意する

以下のような方法で用意してください。

• 画像編集ソフト等を使って自分で作成する
• 絵文字作成サイトを使う（絵文字ジェネレーター、MEGAMOJI など）
• フリー画像を使う（いらすとや など）

データ量削減

Nostrでは画像をそのまま表示するクライアントが多いので、データ量が大きな画像をそのまま使うとモバイル通信時などに負担がかかります。

データ量を増やさないためにサイズやファイル形式を変更することをおすすめします。

以下は私のおすすめです。 * サイズ：正方形 128×128 ピクセル、長方形 任意の横幅×128 ピクセル * ファイル形式：webp形式（webp変換おすすめサイト toimg） * 単色、単純な画像の場合：png形式（webpにするとむしろサイズが大きくなる）

その他

• 背景透過画像
• ダークモード、ライトモード両方で見やすい色

がおすすめです。

2. 画像をweb上にアップロードする

よく分からなければ emojito からのアップロードで問題ないです。
普段使っている画像アップロード先があるならそれでも構いません。
気になる方はアップロード先を適宜選んでください。

既に投稿されたカスタム絵文字の画像に対して

• 削除も差し替えもできない → emojito など
• 削除できるが差し替えはできない → Gyazo、nostrcheck.meなど
• 削除も差し替えもできる → GitHub 、セルフホスティングなど

これらは既にNostr上に投稿されたカスタム絵文字の画像を後から変更できるかどうかを指します。
どの方法でも新しく使われるカスタム絵文字を変更することは可能です。
同一のカスタム絵文字セットに同一のショートコードで別の画像を登録する形で対応できます。

3. 絵文字セットに登録する

emojito から登録します。

右上のアイコン → + New emoji set から新規の絵文字セットを作成できます。

① 絵文字セット名を入力

基本的にカスタム絵文字はカスタム絵文字セットを作り、ひとまとまりにして登録します。

一度作った絵文字セットに後から絵文字を追加することもできます。

② 画像をアップロードまたは画像URLを入力

emojitoから画像をアップロードする場合、ファイル名に日本語などの2バイト文字が含まれているとアップロードがエラーになるようです。

その場合はファイル名を適当な英数字などに変更してください。

③ 絵文字のショートコードを入力

ショートコードは絵文字を呼び出す時に使用する場合があります。

他のカスタム絵文字と被っても問題ありませんが選択時に複数表示されて支障が出る可能性があります。

他と被りにくく長くなりすぎないショートコードが良いかもしれません。

ショートコードに使えるのは半角の英数字とアンダーバーのみです。

④ 追加

Add を押してもまだ作成完了にはなりません。

一度に絵文字を複数登録できます。

最後に右上の Save を押すと作成完了です。

画面が切り替わるので、右側の Options から Bookmark を選択するとそのカスタム絵文字セットを自分で使えるようになります。

既存の絵文字セットを編集するには Options から Edit を選択します。

以上です。

---

仕様

NIP-30 Custom Emoji

NIP-30 カスタム絵文字（和訳）

@ fe32298e:20516265

Today I learned how to install NVapi to monitor my GPUs in Home Assistant.

NVApi is a lightweight API designed for monitoring NVIDIA GPU utilization and enabling automated power management. It provides real-time GPU metrics, supports integration with tools like Home Assistant, and offers flexible power management and PCIe link speed management based on workload and thermal conditions.

• GPU Utilization Monitoring: Utilization, memory usage, temperature, fan speed, and power consumption.
• Automated Power Limiting: Adjusts power limits dynamically based on temperature thresholds and total power caps, configurable per GPU or globally.
• Cross-GPU Coordination: Total power budget applies across multiple GPUs in the same system.
• PCIe Link Speed Management: Controls minimum and maximum PCIe link speeds with idle thresholds for power optimization.
• Home Assistant Integration: Uses the built-in RESTful platform and template sensors.

Getting the Data

sudo apt install golang-go git clone https://github.com/sammcj/NVApi.git cd NVapi go run main.go -port 9999 -rate 1 curl http://localhost:9999/gpu

Response for a single GPU: [ { "index": 0, "name": "NVIDIA GeForce RTX 4090", "gpu_utilisation": 0, "memory_utilisation": 0, "power_watts": 16, "power_limit_watts": 450, "memory_total_gb": 23.99, "memory_used_gb": 0.46, "memory_free_gb": 23.52, "memory_usage_percent": 2, "temperature": 38, "processes": [], "pcie_link_state": "not managed" } ]

Response for multiple GPUs: [ { "index": 0, "name": "NVIDIA GeForce RTX 3090", "gpu_utilisation": 0, "memory_utilisation": 0, "power_watts": 14, "power_limit_watts": 350, "memory_total_gb": 24, "memory_used_gb": 0.43, "memory_free_gb": 23.57, "memory_usage_percent": 2, "temperature": 36, "processes": [], "pcie_link_state": "not managed" }, { "index": 1, "name": "NVIDIA RTX A4000", "gpu_utilisation": 0, "memory_utilisation": 0, "power_watts": 10, "power_limit_watts": 140, "memory_total_gb": 15.99, "memory_used_gb": 0.56, "memory_free_gb": 15.43, "memory_usage_percent": 3, "temperature": 41, "processes": [], "pcie_link_state": "not managed" } ]

Start at Boot

Create /etc/systemd/system/nvapi.service:

``` [Unit] Description=Run NVapi After=network.target

[Service] Type=simple Environment="GOPATH=/home/ansible/go" WorkingDirectory=/home/ansible/NVapi ExecStart=/usr/bin/go run main.go -port 9999 -rate 1 Restart=always User=ansible

Environment="GPU_TEMP_CHECK_INTERVAL=5"

Environment="GPU_TOTAL_POWER_CAP=400"

Environment="GPU_0_LOW_TEMP=40"

Environment="GPU_0_MEDIUM_TEMP=70"

Environment="GPU_0_LOW_TEMP_LIMIT=135"

Environment="GPU_0_MEDIUM_TEMP_LIMIT=120"

Environment="GPU_0_HIGH_TEMP_LIMIT=100"

Environment="GPU_1_LOW_TEMP=45"

Environment="GPU_1_MEDIUM_TEMP=75"

Environment="GPU_1_LOW_TEMP_LIMIT=140"

Environment="GPU_1_MEDIUM_TEMP_LIMIT=125"

Environment="GPU_1_HIGH_TEMP_LIMIT=110"

[Install] WantedBy=multi-user.target ```

Home Assistant

Add to Home Assistant configuration.yaml and restart HA (completely).

For a single GPU, this works: ``` sensor: - platform: rest name: MYPC GPU Information resource: http://mypc:9999 method: GET headers: Content-Type: application/json value_template: "{{ value_json[0].index }}" json_attributes: - name - gpu_utilisation - memory_utilisation - power_watts - power_limit_watts - memory_total_gb - memory_used_gb - memory_free_gb - memory_usage_percent - temperature scan_interval: 1 # seconds

• platform: template sensors: mypc_gpu_0_gpu: friendly_name: "MYPC {{ state_attr('sensor.mypc_gpu_information', 'name') }} GPU" value_template: "{{ state_attr('sensor.mypc_gpu_information', 'gpu_utilisation') }}" unit_of_measurement: "%" mypc_gpu_0_memory: friendly_name: "MYPC {{ state_attr('sensor.mypc_gpu_information', 'name') }} Memory" value_template: "{{ state_attr('sensor.mypc_gpu_information', 'memory_utilisation') }}" unit_of_measurement: "%" mypc_gpu_0_power: friendly_name: "MYPC {{ state_attr('sensor.mypc_gpu_information', 'name') }} Power" value_template: "{{ state_attr('sensor.mypc_gpu_information', 'power_watts') }}" unit_of_measurement: "W" mypc_gpu_0_power_limit: friendly_name: "MYPC {{ state_attr('sensor.mypc_gpu_information', 'name') }} Power Limit" value_template: "{{ state_attr('sensor.mypc_gpu_information', 'power_limit_watts') }}" unit_of_measurement: "W" mypc_gpu_0_temperature: friendly_name: "MYPC {{ state_attr('sensor.mypc_gpu_information', 'name') }} Temperature" value_template: "{{ state_attr('sensor.mypc_gpu_information', 'temperature') }}" unit_of_measurement: "°C" ```

For multiple GPUs: ``` rest: scan_interval: 1 resource: http://mypc:9999 sensor: - name: "MYPC GPU0 Information" value_template: "{{ value_json[0].index }}" json_attributes_path: "$.0" json_attributes: - name - gpu_utilisation - memory_utilisation - power_watts - power_limit_watts - memory_total_gb - memory_used_gb - memory_free_gb - memory_usage_percent - temperature - name: "MYPC GPU1 Information" value_template: "{{ value_json[1].index }}" json_attributes_path: "$.1" json_attributes: - name - gpu_utilisation - memory_utilisation - power_watts - power_limit_watts - memory_total_gb - memory_used_gb - memory_free_gb - memory_usage_percent - temperature

• platform: template sensors: mypc_gpu_0_gpu: friendly_name: "MYPC GPU0 GPU" value_template: "{{ state_attr('sensor.mypc_gpu0_information', 'gpu_utilisation') }}" unit_of_measurement: "%" mypc_gpu_0_memory: friendly_name: "MYPC GPU0 Memory" value_template: "{{ state_attr('sensor.mypc_gpu0_information', 'memory_utilisation') }}" unit_of_measurement: "%" mypc_gpu_0_power: friendly_name: "MYPC GPU0 Power" value_template: "{{ state_attr('sensor.mypc_gpu0_information', 'power_watts') }}" unit_of_measurement: "W" mypc_gpu_0_power_limit: friendly_name: "MYPC GPU0 Power Limit" value_template: "{{ state_attr('sensor.mypc_gpu0_information', 'power_limit_watts') }}" unit_of_measurement: "W" mypc_gpu_0_temperature: friendly_name: "MYPC GPU0 Temperature" value_template: "{{ state_attr('sensor.mypc_gpu0_information', 'temperature') }}" unit_of_measurement: "C"

• platform: template sensors: mypc_gpu_1_gpu: friendly_name: "MYPC GPU1 GPU" value_template: "{{ state_attr('sensor.mypc_gpu1_information', 'gpu_utilisation') }}" unit_of_measurement: "%" mypc_gpu_1_memory: friendly_name: "MYPC GPU1 Memory" value_template: "{{ state_attr('sensor.mypc_gpu1_information', 'memory_utilisation') }}" unit_of_measurement: "%" mypc_gpu_1_power: friendly_name: "MYPC GPU1 Power" value_template: "{{ state_attr('sensor.mypc_gpu1_information', 'power_watts') }}" unit_of_measurement: "W" mypc_gpu_1_power_limit: friendly_name: "MYPC GPU1 Power Limit" value_template: "{{ state_attr('sensor.mypc_gpu1_information', 'power_limit_watts') }}" unit_of_measurement: "W" mypc_gpu_1_temperature: friendly_name: "MYPC GPU1 Temperature" value_template: "{{ state_attr('sensor.mypc_gpu1_information', 'temperature') }}" unit_of_measurement: "C"

```

Basic entity card: type: entities entities: - entity: sensor.mypc_gpu_0_gpu secondary_info: last-updated - entity: sensor.mypc_gpu_0_memory secondary_info: last-updated - entity: sensor.mypc_gpu_0_power secondary_info: last-updated - entity: sensor.mypc_gpu_0_power_limit secondary_info: last-updated - entity: sensor.mypc_gpu_0_temperature secondary_info: last-updated

Ansible Role

```

• name: install go become: true package: name: golang-go state: present

• name: git clone git: repo: "https://github.com/sammcj/NVApi.git" dest: "/home/ansible/NVapi" update: yes force: true

go run main.go -port 9999 -rate 1

• name: install systemd service become: true copy: src: nvapi.service dest: /etc/systemd/system/nvapi.service

• name: Reload systemd daemons, enable, and restart nvapi become: true systemd: name: nvapi daemon_reload: yes enabled: yes state: restarted ```

@ 6f6b50bb:a848e5a1

Che cosa significherebbe trattare l'IA come uno strumento invece che come una persona?

Dall’avvio di ChatGPT, le esplorazioni in due direzioni hanno preso velocità.

La prima direzione riguarda le capacità tecniche. Quanto grande possiamo addestrare un modello? Quanto bene può rispondere alle domande del SAT? Con quanta efficienza possiamo distribuirlo?

La seconda direzione riguarda il design dell’interazione. Come comunichiamo con un modello? Come possiamo usarlo per un lavoro utile? Quale metafora usiamo per ragionare su di esso?

La prima direzione è ampiamente seguita e enormemente finanziata, e per una buona ragione: i progressi nelle capacità tecniche sono alla base di ogni possibile applicazione. Ma la seconda è altrettanto cruciale per il campo e ha enormi incognite. Siamo solo a pochi anni dall’inizio dell’era dei grandi modelli. Quali sono le probabilità che abbiamo già capito i modi migliori per usarli?

Propongo una nuova modalità di interazione, in cui i modelli svolgano il ruolo di applicazioni informatiche (ad esempio app per telefoni): fornendo un’interfaccia grafica, interpretando gli input degli utenti e aggiornando il loro stato. In questa modalità, invece di essere un “agente” che utilizza un computer per conto dell’essere umano, l’IA può fornire un ambiente informatico più ricco e potente che possiamo utilizzare.

Metafore per l’interazione

Al centro di un’interazione c’è una metafora che guida le aspettative di un utente su un sistema. I primi giorni dell’informatica hanno preso metafore come “scrivanie”, “macchine da scrivere”, “fogli di calcolo” e “lettere” e le hanno trasformate in equivalenti digitali, permettendo all’utente di ragionare sul loro comportamento. Puoi lasciare qualcosa sulla tua scrivania e tornare a prenderlo; hai bisogno di un indirizzo per inviare una lettera. Man mano che abbiamo sviluppato una conoscenza culturale di questi dispositivi, la necessità di queste particolari metafore è scomparsa, e con esse i design di interfaccia skeumorfici che le rafforzavano. Come un cestino o una matita, un computer è ora una metafora di se stesso.

La metafora dominante per i grandi modelli oggi è modello-come-persona. Questa è una metafora efficace perché le persone hanno capacità estese che conosciamo intuitivamente. Implica che possiamo avere una conversazione con un modello e porgli domande; che il modello possa collaborare con noi su un documento o un pezzo di codice; che possiamo assegnargli un compito da svolgere da solo e che tornerà quando sarà finito.

Tuttavia, trattare un modello come una persona limita profondamente il nostro modo di pensare all’interazione con esso. Le interazioni umane sono intrinsecamente lente e lineari, limitate dalla larghezza di banda e dalla natura a turni della comunicazione verbale. Come abbiamo tutti sperimentato, comunicare idee complesse in una conversazione è difficile e dispersivo. Quando vogliamo precisione, ci rivolgiamo invece a strumenti, utilizzando manipolazioni dirette e interfacce visive ad alta larghezza di banda per creare diagrammi, scrivere codice e progettare modelli CAD. Poiché concepiamo i modelli come persone, li utilizziamo attraverso conversazioni lente, anche se sono perfettamente in grado di accettare input diretti e rapidi e di produrre risultati visivi. Le metafore che utilizziamo limitano le esperienze che costruiamo, e la metafora modello-come-persona ci impedisce di esplorare il pieno potenziale dei grandi modelli.

Per molti casi d’uso, e specialmente per il lavoro produttivo, credo che il futuro risieda in un’altra metafora: modello-come-computer.

Usare un’IA come un computer

Sotto la metafora modello-come-computer, interagiremo con i grandi modelli seguendo le intuizioni che abbiamo sulle applicazioni informatiche (sia su desktop, tablet o telefono). Nota che ciò non significa che il modello sarà un’app tradizionale più di quanto il desktop di Windows fosse una scrivania letterale. “Applicazione informatica” sarà un modo per un modello di rappresentarsi a noi. Invece di agire come una persona, il modello agirà come un computer.

Agire come un computer significa produrre un’interfaccia grafica. Al posto del flusso lineare di testo in stile telescrivente fornito da ChatGPT, un sistema modello-come-computer genererà qualcosa che somiglia all’interfaccia di un’applicazione moderna: pulsanti, cursori, schede, immagini, grafici e tutto il resto. Questo affronta limitazioni chiave dell’interfaccia di chat standard modello-come-persona:

• Scoperta. Un buon strumento suggerisce i suoi usi. Quando l’unica interfaccia è una casella di testo vuota, spetta all’utente capire cosa fare e comprendere i limiti del sistema. La barra laterale Modifica in Lightroom è un ottimo modo per imparare l’editing fotografico perché non si limita a dirti cosa può fare questa applicazione con una foto, ma cosa potresti voler fare. Allo stesso modo, un’interfaccia modello-come-computer per DALL-E potrebbe mostrare nuove possibilità per le tue generazioni di immagini.

• Efficienza. La manipolazione diretta è più rapida che scrivere una richiesta a parole. Per continuare l’esempio di Lightroom, sarebbe impensabile modificare una foto dicendo a una persona quali cursori spostare e di quanto. Ci vorrebbe un giorno intero per chiedere un’esposizione leggermente più bassa e una vibranza leggermente più alta, solo per vedere come apparirebbe. Nella metafora modello-come-computer, il modello può creare strumenti che ti permettono di comunicare ciò che vuoi più efficientemente e quindi di fare le cose più rapidamente.

A differenza di un’app tradizionale, questa interfaccia grafica è generata dal modello su richiesta. Questo significa che ogni parte dell’interfaccia che vedi è rilevante per ciò che stai facendo in quel momento, inclusi i contenuti specifici del tuo lavoro. Significa anche che, se desideri un’interfaccia più ampia o diversa, puoi semplicemente richiederla. Potresti chiedere a DALL-E di produrre alcuni preset modificabili per le sue impostazioni ispirati da famosi artisti di schizzi. Quando clicchi sul preset Leonardo da Vinci, imposta i cursori per disegni prospettici altamente dettagliati in inchiostro nero. Se clicchi su Charles Schulz, seleziona fumetti tecnicolor 2D a basso dettaglio.

Una bicicletta della mente proteiforme

La metafora modello-come-persona ha una curiosa tendenza a creare distanza tra l’utente e il modello, rispecchiando il divario di comunicazione tra due persone che può essere ridotto ma mai completamente colmato. A causa della difficoltà e del costo di comunicare a parole, le persone tendono a suddividere i compiti tra loro in blocchi grandi e il più indipendenti possibile. Le interfacce modello-come-persona seguono questo schema: non vale la pena dire a un modello di aggiungere un return statement alla tua funzione quando è più veloce scriverlo da solo. Con il sovraccarico della comunicazione, i sistemi modello-come-persona sono più utili quando possono fare un intero blocco di lavoro da soli. Fanno le cose per te.

Questo contrasta con il modo in cui interagiamo con i computer o altri strumenti. Gli strumenti producono feedback visivi in tempo reale e sono controllati attraverso manipolazioni dirette. Hanno un overhead comunicativo così basso che non è necessario specificare un blocco di lavoro indipendente. Ha più senso mantenere l’umano nel loop e dirigere lo strumento momento per momento. Come stivali delle sette leghe, gli strumenti ti permettono di andare più lontano a ogni passo, ma sei ancora tu a fare il lavoro. Ti permettono di fare le cose più velocemente.

Considera il compito di costruire un sito web usando un grande modello. Con le interfacce di oggi, potresti trattare il modello come un appaltatore o un collaboratore. Cercheresti di scrivere a parole il più possibile su come vuoi che il sito appaia, cosa vuoi che dica e quali funzionalità vuoi che abbia. Il modello genererebbe una prima bozza, tu la eseguirai e poi fornirai un feedback. “Fai il logo un po’ più grande”, diresti, e “centra quella prima immagine principale”, e “deve esserci un pulsante di login nell’intestazione”. Per ottenere esattamente ciò che vuoi, invierai una lista molto lunga di richieste sempre più minuziose.

Un’interazione alternativa modello-come-computer sarebbe diversa: invece di costruire il sito web, il modello genererebbe un’interfaccia per te per costruirlo, dove ogni input dell’utente a quell’interfaccia interroga il grande modello sotto il cofano. Forse quando descrivi le tue necessità creerebbe un’interfaccia con una barra laterale e una finestra di anteprima. All’inizio la barra laterale contiene solo alcuni schizzi di layout che puoi scegliere come punto di partenza. Puoi cliccare su ciascuno di essi, e il modello scrive l’HTML per una pagina web usando quel layout e lo visualizza nella finestra di anteprima. Ora che hai una pagina su cui lavorare, la barra laterale guadagna opzioni aggiuntive che influenzano la pagina globalmente, come accoppiamenti di font e schemi di colore. L’anteprima funge da editor WYSIWYG, permettendoti di afferrare elementi e spostarli, modificarne i contenuti, ecc. A supportare tutto ciò è il modello, che vede queste azioni dell’utente e riscrive la pagina per corrispondere ai cambiamenti effettuati. Poiché il modello può generare un’interfaccia per aiutare te e lui a comunicare più efficientemente, puoi esercitare più controllo sul prodotto finale in meno tempo.

La metafora modello-come-computer ci incoraggia a pensare al modello come a uno strumento con cui interagire in tempo reale piuttosto che a un collaboratore a cui assegnare compiti. Invece di sostituire un tirocinante o un tutor, può essere una sorta di bicicletta proteiforme per la mente, una che è sempre costruita su misura esattamente per te e il terreno che intendi attraversare.

Un nuovo paradigma per l’informatica?

I modelli che possono generare interfacce su richiesta sono una frontiera completamente nuova nell’informatica. Potrebbero essere un paradigma del tutto nuovo, con il modo in cui cortocircuitano il modello di applicazione esistente. Dare agli utenti finali il potere di creare e modificare app al volo cambia fondamentalmente il modo in cui interagiamo con i computer. Al posto di una singola applicazione statica costruita da uno sviluppatore, un modello genererà un’applicazione su misura per l’utente e le sue esigenze immediate. Al posto della logica aziendale implementata nel codice, il modello interpreterà gli input dell’utente e aggiornerà l’interfaccia utente. È persino possibile che questo tipo di interfaccia generativa sostituisca completamente il sistema operativo, generando e gestendo interfacce e finestre al volo secondo necessità.

All’inizio, l’interfaccia generativa sarà un giocattolo, utile solo per l’esplorazione creativa e poche altre applicazioni di nicchia. Dopotutto, nessuno vorrebbe un’app di posta elettronica che occasionalmente invia email al tuo ex e mente sulla tua casella di posta. Ma gradualmente i modelli miglioreranno. Anche mentre si spingeranno ulteriormente nello spazio di esperienze completamente nuove, diventeranno lentamente abbastanza affidabili da essere utilizzati per un lavoro reale.

Piccoli pezzi di questo futuro esistono già. Anni fa Jonas Degrave ha dimostrato che ChatGPT poteva fare una buona simulazione di una riga di comando Linux. Allo stesso modo, websim.ai utilizza un LLM per generare siti web su richiesta mentre li navighi. Oasis, GameNGen e DIAMOND addestrano modelli video condizionati sull’azione su singoli videogiochi, permettendoti di giocare ad esempio a Doom dentro un grande modello. E Genie 2 genera videogiochi giocabili da prompt testuali. L’interfaccia generativa potrebbe ancora sembrare un’idea folle, ma non è così folle.

Ci sono enormi domande aperte su come apparirà tutto questo. Dove sarà inizialmente utile l’interfaccia generativa? Come condivideremo e distribuiremo le esperienze che creiamo collaborando con il modello, se esistono solo come contesto di un grande modello? Vorremmo davvero farlo? Quali nuovi tipi di esperienze saranno possibili? Come funzionerà tutto questo in pratica? I modelli genereranno interfacce come codice o produrranno direttamente pixel grezzi?

Non conosco ancora queste risposte. Dovremo sperimentare e scoprirlo!Che cosa significherebbe trattare l'IA come uno strumento invece che come una persona?

Dall’avvio di ChatGPT, le esplorazioni in due direzioni hanno preso velocità.

La prima direzione riguarda le capacità tecniche. Quanto grande possiamo addestrare un modello? Quanto bene può rispondere alle domande del SAT? Con quanta efficienza possiamo distribuirlo?

La seconda direzione riguarda il design dell’interazione. Come comunichiamo con un modello? Come possiamo usarlo per un lavoro utile? Quale metafora usiamo per ragionare su di esso?

La prima direzione è ampiamente seguita e enormemente finanziata, e per una buona ragione: i progressi nelle capacità tecniche sono alla base di ogni possibile applicazione. Ma la seconda è altrettanto cruciale per il campo e ha enormi incognite. Siamo solo a pochi anni dall’inizio dell’era dei grandi modelli. Quali sono le probabilità che abbiamo già capito i modi migliori per usarli?

Propongo una nuova modalità di interazione, in cui i modelli svolgano il ruolo di applicazioni informatiche (ad esempio app per telefoni): fornendo un’interfaccia grafica, interpretando gli input degli utenti e aggiornando il loro stato. In questa modalità, invece di essere un “agente” che utilizza un computer per conto dell’essere umano, l’IA può fornire un ambiente informatico più ricco e potente che possiamo utilizzare.

Metafore per l’interazione

Al centro di un’interazione c’è una metafora che guida le aspettative di un utente su un sistema. I primi giorni dell’informatica hanno preso metafore come “scrivanie”, “macchine da scrivere”, “fogli di calcolo” e “lettere” e le hanno trasformate in equivalenti digitali, permettendo all’utente di ragionare sul loro comportamento. Puoi lasciare qualcosa sulla tua scrivania e tornare a prenderlo; hai bisogno di un indirizzo per inviare una lettera. Man mano che abbiamo sviluppato una conoscenza culturale di questi dispositivi, la necessità di queste particolari metafore è scomparsa, e con esse i design di interfaccia skeumorfici che le rafforzavano. Come un cestino o una matita, un computer è ora una metafora di se stesso.

La metafora dominante per i grandi modelli oggi è modello-come-persona. Questa è una metafora efficace perché le persone hanno capacità estese che conosciamo intuitivamente. Implica che possiamo avere una conversazione con un modello e porgli domande; che il modello possa collaborare con noi su un documento o un pezzo di codice; che possiamo assegnargli un compito da svolgere da solo e che tornerà quando sarà finito.

Tuttavia, trattare un modello come una persona limita profondamente il nostro modo di pensare all’interazione con esso. Le interazioni umane sono intrinsecamente lente e lineari, limitate dalla larghezza di banda e dalla natura a turni della comunicazione verbale. Come abbiamo tutti sperimentato, comunicare idee complesse in una conversazione è difficile e dispersivo. Quando vogliamo precisione, ci rivolgiamo invece a strumenti, utilizzando manipolazioni dirette e interfacce visive ad alta larghezza di banda per creare diagrammi, scrivere codice e progettare modelli CAD. Poiché concepiamo i modelli come persone, li utilizziamo attraverso conversazioni lente, anche se sono perfettamente in grado di accettare input diretti e rapidi e di produrre risultati visivi. Le metafore che utilizziamo limitano le esperienze che costruiamo, e la metafora modello-come-persona ci impedisce di esplorare il pieno potenziale dei grandi modelli.

Per molti casi d’uso, e specialmente per il lavoro produttivo, credo che il futuro risieda in un’altra metafora: modello-come-computer.

Usare un’IA come un computer

Sotto la metafora modello-come-computer, interagiremo con i grandi modelli seguendo le intuizioni che abbiamo sulle applicazioni informatiche (sia su desktop, tablet o telefono). Nota che ciò non significa che il modello sarà un’app tradizionale più di quanto il desktop di Windows fosse una scrivania letterale. “Applicazione informatica” sarà un modo per un modello di rappresentarsi a noi. Invece di agire come una persona, il modello agirà come un computer.

Agire come un computer significa produrre un’interfaccia grafica. Al posto del flusso lineare di testo in stile telescrivente fornito da ChatGPT, un sistema modello-come-computer genererà qualcosa che somiglia all’interfaccia di un’applicazione moderna: pulsanti, cursori, schede, immagini, grafici e tutto il resto. Questo affronta limitazioni chiave dell’interfaccia di chat standard modello-come-persona:

Scoperta. Un buon strumento suggerisce i suoi usi. Quando l’unica interfaccia è una casella di testo vuota, spetta all’utente capire cosa fare e comprendere i limiti del sistema. La barra laterale Modifica in Lightroom è un ottimo modo per imparare l’editing fotografico perché non si limita a dirti cosa può fare questa applicazione con una foto, ma cosa potresti voler fare. Allo stesso modo, un’interfaccia modello-come-computer per DALL-E potrebbe mostrare nuove possibilità per le tue generazioni di immagini.

Efficienza. La manipolazione diretta è più rapida che scrivere una richiesta a parole. Per continuare l’esempio di Lightroom, sarebbe impensabile modificare una foto dicendo a una persona quali cursori spostare e di quanto. Ci vorrebbe un giorno intero per chiedere un’esposizione leggermente più bassa e una vibranza leggermente più alta, solo per vedere come apparirebbe. Nella metafora modello-come-computer, il modello può creare strumenti che ti permettono di comunicare ciò che vuoi più efficientemente e quindi di fare le cose più rapidamente.

A differenza di un’app tradizionale, questa interfaccia grafica è generata dal modello su richiesta. Questo significa che ogni parte dell’interfaccia che vedi è rilevante per ciò che stai facendo in quel momento, inclusi i contenuti specifici del tuo lavoro. Significa anche che, se desideri un’interfaccia più ampia o diversa, puoi semplicemente richiederla. Potresti chiedere a DALL-E di produrre alcuni preset modificabili per le sue impostazioni ispirati da famosi artisti di schizzi. Quando clicchi sul preset Leonardo da Vinci, imposta i cursori per disegni prospettici altamente dettagliati in inchiostro nero. Se clicchi su Charles Schulz, seleziona fumetti tecnicolor 2D a basso dettaglio.

Una bicicletta della mente proteiforme

La metafora modello-come-persona ha una curiosa tendenza a creare distanza tra l’utente e il modello, rispecchiando il divario di comunicazione tra due persone che può essere ridotto ma mai completamente colmato. A causa della difficoltà e del costo di comunicare a parole, le persone tendono a suddividere i compiti tra loro in blocchi grandi e il più indipendenti possibile. Le interfacce modello-come-persona seguono questo schema: non vale la pena dire a un modello di aggiungere un return statement alla tua funzione quando è più veloce scriverlo da solo. Con il sovraccarico della comunicazione, i sistemi modello-come-persona sono più utili quando possono fare un intero blocco di lavoro da soli. Fanno le cose per te.

Questo contrasta con il modo in cui interagiamo con i computer o altri strumenti. Gli strumenti producono feedback visivi in tempo reale e sono controllati attraverso manipolazioni dirette. Hanno un overhead comunicativo così basso che non è necessario specificare un blocco di lavoro indipendente. Ha più senso mantenere l’umano nel loop e dirigere lo strumento momento per momento. Come stivali delle sette leghe, gli strumenti ti permettono di andare più lontano a ogni passo, ma sei ancora tu a fare il lavoro. Ti permettono di fare le cose più velocemente.

Considera il compito di costruire un sito web usando un grande modello. Con le interfacce di oggi, potresti trattare il modello come un appaltatore o un collaboratore. Cercheresti di scrivere a parole il più possibile su come vuoi che il sito appaia, cosa vuoi che dica e quali funzionalità vuoi che abbia. Il modello genererebbe una prima bozza, tu la eseguirai e poi fornirai un feedback. “Fai il logo un po’ più grande”, diresti, e “centra quella prima immagine principale”, e “deve esserci un pulsante di login nell’intestazione”. Per ottenere esattamente ciò che vuoi, invierai una lista molto lunga di richieste sempre più minuziose.

Un’interazione alternativa modello-come-computer sarebbe diversa: invece di costruire il sito web, il modello genererebbe un’interfaccia per te per costruirlo, dove ogni input dell’utente a quell’interfaccia interroga il grande modello sotto il cofano. Forse quando descrivi le tue necessità creerebbe un’interfaccia con una barra laterale e una finestra di anteprima. All’inizio la barra laterale contiene solo alcuni schizzi di layout che puoi scegliere come punto di partenza. Puoi cliccare su ciascuno di essi, e il modello scrive l’HTML per una pagina web usando quel layout e lo visualizza nella finestra di anteprima. Ora che hai una pagina su cui lavorare, la barra laterale guadagna opzioni aggiuntive che influenzano la pagina globalmente, come accoppiamenti di font e schemi di colore. L’anteprima funge da editor WYSIWYG, permettendoti di afferrare elementi e spostarli, modificarne i contenuti, ecc. A supportare tutto ciò è il modello, che vede queste azioni dell’utente e riscrive la pagina per corrispondere ai cambiamenti effettuati. Poiché il modello può generare un’interfaccia per aiutare te e lui a comunicare più efficientemente, puoi esercitare più controllo sul prodotto finale in meno tempo.

La metafora modello-come-computer ci incoraggia a pensare al modello come a uno strumento con cui interagire in tempo reale piuttosto che a un collaboratore a cui assegnare compiti. Invece di sostituire un tirocinante o un tutor, può essere una sorta di bicicletta proteiforme per la mente, una che è sempre costruita su misura esattamente per te e il terreno che intendi attraversare.

Un nuovo paradigma per l’informatica?

I modelli che possono generare interfacce su richiesta sono una frontiera completamente nuova nell’informatica. Potrebbero essere un paradigma del tutto nuovo, con il modo in cui cortocircuitano il modello di applicazione esistente. Dare agli utenti finali il potere di creare e modificare app al volo cambia fondamentalmente il modo in cui interagiamo con i computer. Al posto di una singola applicazione statica costruita da uno sviluppatore, un modello genererà un’applicazione su misura per l’utente e le sue esigenze immediate. Al posto della logica aziendale implementata nel codice, il modello interpreterà gli input dell’utente e aggiornerà l’interfaccia utente. È persino possibile che questo tipo di interfaccia generativa sostituisca completamente il sistema operativo, generando e gestendo interfacce e finestre al volo secondo necessità.

All’inizio, l’interfaccia generativa sarà un giocattolo, utile solo per l’esplorazione creativa e poche altre applicazioni di nicchia. Dopotutto, nessuno vorrebbe un’app di posta elettronica che occasionalmente invia email al tuo ex e mente sulla tua casella di posta. Ma gradualmente i modelli miglioreranno. Anche mentre si spingeranno ulteriormente nello spazio di esperienze completamente nuove, diventeranno lentamente abbastanza affidabili da essere utilizzati per un lavoro reale.

Piccoli pezzi di questo futuro esistono già. Anni fa Jonas Degrave ha dimostrato che ChatGPT poteva fare una buona simulazione di una riga di comando Linux. Allo stesso modo, websim.ai utilizza un LLM per generare siti web su richiesta mentre li navighi. Oasis, GameNGen e DIAMOND addestrano modelli video condizionati sull’azione su singoli videogiochi, permettendoti di giocare ad esempio a Doom dentro un grande modello. E Genie 2 genera videogiochi giocabili da prompt testuali. L’interfaccia generativa potrebbe ancora sembrare un’idea folle, ma non è così folle.

Ci sono enormi domande aperte su come apparirà tutto questo. Dove sarà inizialmente utile l’interfaccia generativa? Come condivideremo e distribuiremo le esperienze che creiamo collaborando con il modello, se esistono solo come contesto di un grande modello? Vorremmo davvero farlo? Quali nuovi tipi di esperienze saranno possibili? Come funzionerà tutto questo in pratica? I modelli genereranno interfacce come codice o produrranno direttamente pixel grezzi?

Non conosco ancora queste risposte. Dovremo sperimentare e scoprirlo!

Tradotto da:\ https://willwhitney.com/computing-inside-ai.htmlhttps://willwhitney.com/computing-inside-ai.html

@ dd664d5e:5633d319

Christmas season hasn't actually started, yet, in Roman #Catholic Germany. We're in Advent until the evening of the 24th of December, at which point Christmas begins (with the Nativity, at Vespers), and continues on for 40 days until Mariä Lichtmess (Presentation of Christ in the temple) on February 2nd.

It's 40 days because that's how long the post-partum isolation is, before women were allowed back into the temple (after a ritual cleansing).

That is the day when we put away all of the Christmas decorations and bless the candles, for the next year. (Hence, the British name "Candlemas".) It used to also be when household staff would get paid their cash wages and could change employer. And it is the day precisely in the middle of winter.

Between Christmas Eve and Candlemas are many celebrations, concluding with the Twelfth Night called Epiphany or Theophany. This is the day some Orthodox celebrate Christ's baptism, so traditions rotate around blessing of waters.

The Monday after Epiphany was the start of the farming season, in England, so that Sunday all of the ploughs were blessed, but the practice has largely died out.

Our local tradition is for the altar servers to dress as the wise men and go door-to-door, carrying their star and looking for the Baby Jesus, who is rumored to be lying in a manger.

They collect cash gifts and chocolates, along the way, and leave the generous their powerful blessing, written over the door. The famous 20 * C + M + B * 25 blessing means "Christus mansionem benedicat" (Christ, bless this house), or "Caspar, Melchior, Balthasar" (the names of the three kings), depending upon who you ask.

They offer the cash to the Baby Jesus (once they find him in the church's Nativity scene), but eat the sweets, themselves. It is one of the biggest donation-collections in the world, called the "Sternsinger" (star singers). The money goes from the German children, to help children elsewhere, and they collect around €45 million in cash and coins, every year.

As an interesting aside:

The American "groundhog day", derives from one of the old farmers' sayings about Candlemas, brought over by the Pennsylvania Dutch. It says, that if the badger comes out of his hole and sees his shadow, then it'll remain cold for 4 more weeks. When they moved to the USA, they didn't have any badgers around, so they switched to groundhogs, as they also hibernate in winter.

@ e6817453:b0ac3c39

I started a long series of articles about how to model different types of knowledge graphs in the relational model, which makes on-device memory models for AI agents possible.

We model-directed graphs

Also, graphs of entities

We even model hypergraphs

Last time, we discussed why classical triple and simple knowledge graphs are insufficient for AI agents and complex memory, especially in the domain of time-aware or multi-model knowledge.

So why do we need metagraphs, and what kind of challenge could they help us to solve?

• complex and nested event and temporal context and temporal relations as edges
• multi-mode and multilingual knowledge
• human-like memory for AI agents that has multiple contexts and relations between knowledge in neuron-like networks

MetaGraphs

A meta graph is a concept that extends the idea of a graph by allowing edges to become graphs. Meta Edges connect a set of nodes, which could also be subgraphs. So, at some level, node and edge are pretty similar in properties but act in different roles in a different context.
Also, in some cases, edges could be referenced as nodes.
This approach enables the representation of more complex relationships and hierarchies than a traditional graph structure allows. Let’s break down each term to understand better metagraphs and how they differ from hypergraphs and graphs.

Graph Basics

• A standard graph has a set of nodes (or vertices) and edges (connections between nodes).
• Edges are generally simple and typically represent a binary relationship between two nodes.
• For instance, an edge in a social network graph might indicate a “friend” relationship between two people (nodes).

Hypergraph

• A hypergraph extends the concept of an edge by allowing it to connect any number of nodes, not just two.
• Each connection, called a hyperedge, can link multiple nodes.
• This feature allows hypergraphs to model more complex relationships involving multiple entities simultaneously. For example, a hyperedge in a hypergraph could represent a project team, connecting all team members in a single relation.
• Despite its flexibility, a hypergraph doesn’t capture hierarchical or nested structures; it only generalizes the number of connections in an edge.

Metagraph

• A metagraph allows the edges to be graphs themselves. This means each edge can contain its own nodes and edges, creating nested, hierarchical structures.
• In a meta graph, an edge could represent a relationship defined by a graph. For instance, a meta graph could represent a network of organizations where each organization’s structure (departments and connections) is represented by its own internal graph and treated as an edge in the larger meta graph.
• This recursive structure allows metagraphs to model complex data with multiple layers of abstraction. They can capture multi-node relationships (as in hypergraphs) and detailed, structured information about each relationship.

Named Graphs and Graph of Graphs

As you can notice, the structure of a metagraph is quite complex and could be complex to model in relational and classical RDF setups. It could create a challenge of luck of tools and software solutions for your problem.
If you need to model nested graphs, you could use a much simpler model of Named graphs, which could take you quite far.

The concept of the named graph came from the RDF community, which needed to group some sets of triples. In this way, you form subgraphs inside an existing graph. You could refer to the subgraph as a regular node. This setup simplifies complex graphs, introduces hierarchies, and even adds features and properties of hypergraphs while keeping a directed nature.

It looks complex, but it is not so hard to model it with a slight modification of a directed graph.
So, the node could host graphs inside. Let's reflect this fact with a location for a node. If a node belongs to a main graph, we could set the location to null or introduce a main node . it is up to you

Nodes could have edges to nodes in different subgraphs. This structure allows any kind of nesting graphs. Edges stay location-free

Meta Graphs in Relational Model

Let’s try to make several attempts to model different meta-graphs with some constraints.

Directed Metagraph where edges are not used as nodes and could not contain subgraphs

In this case, the edge always points to two sets of nodes. This introduces an overhead of creating a node set for a single node. In this model, we can model empty node sets that could require application-level constraints to prevent such cases.

Directed Metagraph where edges are not used as nodes and could contain subgraphs

Adding a node set that could model a subgraph located in an edge is easy but could be separate from in-vertex or out-vert.
I also do not see a direct need to include subgraphs to a node, as we could just use a node set interchangeably, but it still could be a case.

Directed Metagraph where edges are used as nodes and could contain subgraphs

As you can notice, we operate all the time with node sets. We could simply allow the extension node set to elements set that include node and edge IDs, but in this case, we need to use uuid or any other strategy to differentiate node IDs from edge IDs. In this case, we have a collision of ephemeral edges or ephemeral nodes when we want to change the role and purpose of the node as an edge or vice versa.

A full-scale metagraph model is way too complex for a relational database.
So we need a better model.

Now, we have more flexibility but loose structural constraints. We cannot show that the element should have one vertex, one vertex, or both. This type of constraint has been moved to the application level. Also, the crucial question is about query and retrieval needs.
Any meta-graph model should be more focused on domain and needs and should be used in raw form. We did it for a pure theoretical purpose.

@ e6817453:b0ac3c39

Hey folks! Today, let’s dive into the intriguing world of neurosymbolic approaches, retrieval-augmented generation (RAG), and personal knowledge graphs (PKGs). Together, these concepts hold much potential for bringing true reasoning capabilities to large language models (LLMs). So, let’s break down how symbolic logic, knowledge graphs, and modern AI can come together to empower future AI systems to reason like humans.

The Neurosymbolic Approach: What It Means ?

Neurosymbolic AI combines two historically separate streams of artificial intelligence: symbolic reasoning and neural networks. Symbolic AI uses formal logic to process knowledge, similar to how we might solve problems or deduce information. On the other hand, neural networks, like those underlying GPT-4, focus on learning patterns from vast amounts of data — they are probabilistic statistical models that excel in generating human-like language and recognizing patterns but often lack deep, explicit reasoning.

While GPT-4 can produce impressive text, it’s still not very effective at reasoning in a truly logical way. Its foundation, transformers, allows it to excel in pattern recognition, but the models struggle with reasoning because, at their core, they rely on statistical probabilities rather than true symbolic logic. This is where neurosymbolic methods and knowledge graphs come in.

Symbolic Calculations and the Early Vision of AI

If we take a step back to the 1950s, the vision for artificial intelligence was very different. Early AI research was all about symbolic reasoning — where computers could perform logical calculations to derive new knowledge from a given set of rules and facts. Languages like Lisp emerged to support this vision, enabling programs to represent data and code as interchangeable symbols. Lisp was designed to be homoiconic, meaning it treated code as manipulatable data, making it capable of self-modification — a huge leap towards AI systems that could, in theory, understand and modify their own operations.

Lisp: The Earlier AI-Language

Lisp, short for “LISt Processor,” was developed by John McCarthy in 1958, and it became the cornerstone of early AI research. Lisp’s power lay in its flexibility and its use of symbolic expressions, which allowed developers to create programs that could manipulate symbols in ways that were very close to human reasoning. One of the most groundbreaking features of Lisp was its ability to treat code as data, known as homoiconicity, which meant that Lisp programs could introspect and transform themselves dynamically. This ability to adapt and modify its own structure gave Lisp an edge in tasks that required a form of self-awareness, which was key in the early days of AI when researchers were exploring what it meant for machines to “think.”

Lisp was not just a programming language—it represented the vision for artificial intelligence, where machines could evolve their understanding and rewrite their own programming. This idea formed the conceptual basis for many of the self-modifying and adaptive algorithms that are still explored today in AI research. Despite its decline in mainstream programming, Lisp’s influence can still be seen in the concepts used in modern machine learning and symbolic AI approaches.

Prolog: Formal Logic and Deductive Reasoning

In the 1970s, Prolog was developed—a language focused on formal logic and deductive reasoning. Unlike Lisp, based on lambda calculus, Prolog operates on formal logic rules, allowing it to perform deductive reasoning and solve logical puzzles. This made Prolog an ideal candidate for expert systems that needed to follow a sequence of logical steps, such as medical diagnostics or strategic planning.

Prolog, like Lisp, allowed symbols to be represented, understood, and used in calculations, creating another homoiconic language that allows reasoning. Prolog’s strength lies in its rule-based structure, which is well-suited for tasks that require logical inference and backtracking. These features made it a powerful tool for expert systems and AI research in the 1970s and 1980s.

The language is declarative in nature, meaning that you define the problem, and Prolog figures out how to solve it. By using formal logic and setting constraints, Prolog systems can derive conclusions from known facts, making it highly effective in fields requiring explicit logical frameworks, such as legal reasoning, diagnostics, and natural language understanding. These symbolic approaches were later overshadowed during the AI winter — but the ideas never really disappeared. They just evolved.

Solvers and Their Role in Complementing LLMs

One of the most powerful features of Prolog and similar logic-based systems is their use of solvers. Solvers are mechanisms that can take a set of rules and constraints and automatically find solutions that satisfy these conditions. This capability is incredibly useful when combined with LLMs, which excel at generating human-like language but need help with logical consistency and structured reasoning.

For instance, imagine a scenario where an LLM needs to answer a question involving multiple logical steps or a complex query that requires deducing facts from various pieces of information. In this case, a solver can derive valid conclusions based on a given set of logical rules, providing structured answers that the LLM can then articulate in natural language. This allows the LLM to retrieve information and ensure the logical integrity of its responses, leading to much more robust answers.

Solvers are also ideal for handling constraint satisfaction problems — situations where multiple conditions must be met simultaneously. In practical applications, this could include scheduling tasks, generating optimal recommendations, or even diagnosing issues where a set of symptoms must match possible diagnoses. Prolog’s solver capabilities and LLM’s natural language processing power can make these systems highly effective at providing intelligent, rule-compliant responses that traditional LLMs would struggle to produce alone.

By integrating neurosymbolic methods that utilize solvers, we can provide LLMs with a form of deductive reasoning that is missing from pure deep-learning approaches. This combination has the potential to significantly improve the quality of outputs for use-cases that require explicit, structured problem-solving, from legal queries to scientific research and beyond. Solvers give LLMs the backbone they need to not just generate answers but to do so in a way that respects logical rigor and complex constraints.

Graph of Rules for Enhanced Reasoning

Another powerful concept that complements LLMs is using a graph of rules. A graph of rules is essentially a structured collection of logical rules that interconnect in a network-like structure, defining how various entities and their relationships interact. This structured network allows for complex reasoning and information retrieval, as well as the ability to model intricate relationships between different pieces of knowledge.

In a graph of rules, each node represents a rule, and the edges define relationships between those rules — such as dependencies or causal links. This structure can be used to enhance LLM capabilities by providing them with a formal set of rules and relationships to follow, which improves logical consistency and reasoning depth. When an LLM encounters a problem or a question that requires multiple logical steps, it can traverse this graph of rules to generate an answer that is not only linguistically fluent but also logically robust.

For example, in a healthcare application, a graph of rules might include nodes for medical symptoms, possible diagnoses, and recommended treatments. When an LLM receives a query regarding a patient’s symptoms, it can use the graph to traverse from symptoms to potential diagnoses and then to treatment options, ensuring that the response is coherent and medically sound. The graph of rules guides reasoning, enabling LLMs to handle complex, multi-step questions that involve chains of reasoning, rather than merely generating surface-level responses.

Graphs of rules also enable modular reasoning, where different sets of rules can be activated based on the context or the type of question being asked. This modularity is crucial for creating adaptive AI systems that can apply specific sets of logical frameworks to distinct problem domains, thereby greatly enhancing their versatility. The combination of neural fluency with rule-based structure gives LLMs the ability to conduct more advanced reasoning, ultimately making them more reliable and effective in domains where accuracy and logical consistency are critical.

By implementing a graph of rules, LLMs are empowered to perform deductive reasoning alongside their generative capabilities, creating responses that are not only compelling but also logically aligned with the structured knowledge available in the system. This further enhances their potential applications in fields such as law, engineering, finance, and scientific research — domains where logical consistency is as important as linguistic coherence.

Enhancing LLMs with Symbolic Reasoning

Now, with LLMs like GPT-4 being mainstream, there is an emerging need to add real reasoning capabilities to them. This is where neurosymbolic approaches shine. Instead of pitting neural networks against symbolic reasoning, these methods combine the best of both worlds. The neural aspect provides language fluency and recognition of complex patterns, while the symbolic side offers real reasoning power through formal logic and rule-based frameworks.

Personal Knowledge Graphs (PKGs) come into play here as well. Knowledge graphs are data structures that encode entities and their relationships — they’re essentially semantic networks that allow for structured information retrieval. When integrated with neurosymbolic approaches, LLMs can use these graphs to answer questions in a far more contextual and precise way. By retrieving relevant information from a knowledge graph, they can ground their responses in well-defined relationships, thus improving both the relevance and the logical consistency of their answers.

Imagine combining an LLM with a graph of rules that allow it to reason through the relationships encoded in a personal knowledge graph. This could involve using deductive databases to form a sophisticated way to represent and reason with symbolic data — essentially constructing a powerful hybrid system that uses LLM capabilities for language fluency and rule-based logic for structured problem-solving.

My Research on Deductive Databases and Knowledge Graphs

I recently did some research on modeling knowledge graphs using deductive databases, such as DataLog — which can be thought of as a limited, data-oriented version of Prolog. What I’ve found is that it’s possible to use formal logic to model knowledge graphs, ontologies, and complex relationships elegantly as rules in a deductive system. Unlike classical RDF or traditional ontology-based models, which sometimes struggle with complex or evolving relationships, a deductive approach is more flexible and can easily support dynamic rules and reasoning.

Prolog and similar logic-driven frameworks can complement LLMs by handling the parts of reasoning where explicit rule-following is required. LLMs can benefit from these rule-based systems for tasks like entity recognition, logical inferences, and constructing or traversing knowledge graphs. We can even create a graph of rules that governs how relationships are formed or how logical deductions can be performed.

The future is really about creating an AI that is capable of both deep contextual understanding (using the powerful generative capacity of LLMs) and true reasoning (through symbolic systems and knowledge graphs). With the neurosymbolic approach, these AIs could be equipped not just to generate information but to explain their reasoning, form logical conclusions, and even improve their own understanding over time — getting us a step closer to true artificial general intelligence.

Why It Matters for LLM Employment

Using neurosymbolic RAG (retrieval-augmented generation) in conjunction with personal knowledge graphs could revolutionize how LLMs work in real-world applications. Imagine an LLM that understands not just language but also the relationships between different concepts — one that can navigate, reason, and explain complex knowledge domains by actively engaging with a personalized set of facts and rules.

This could lead to practical applications in areas like healthcare, finance, legal reasoning, or even personal productivity — where LLMs can help users solve complex problems logically, providing relevant information and well-justified reasoning paths. The combination of neural fluency with symbolic accuracy and deductive power is precisely the bridge we need to move beyond purely predictive AI to truly intelligent systems.

Let's explore these ideas further if you’re as fascinated by this as I am. Feel free to reach out, follow my YouTube channel, or check out some articles I’ll link below. And if you’re working on anything in this field, I’d love to collaborate!

Until next time, folks. Stay curious, and keep pushing the boundaries of AI!

@ e6817453:b0ac3c39

Introduction: Personal Knowledge Graphs and Linked Data

We will explore the world of personal knowledge graphs and discuss how they can be used to model complex information structures. Personal knowledge graphs aren’t just abstract collections of nodes and edges—they encode meaningful relationships, contextualizing data in ways that enrich our understanding of it. While the core structure might be a directed graph, we layer semantic meaning on top, enabling nuanced connections between data points.

The origin of knowledge graphs is deeply tied to concepts from linked data and the semantic web, ideas that emerged to better link scattered pieces of information across the web. This approach created an infrastructure where data islands could connect — facilitating everything from more insightful AI to improved personal data management.

In this article, we will explore how these ideas have evolved into tools for modeling AI’s semantic memory and look at how knowledge graphs can serve as a flexible foundation for encoding rich data contexts. We’ll specifically discuss three major paradigms: RDF (Resource Description Framework), property graphs, and a third way of modeling entities as graphs of graphs. Let’s get started.

Intro to RDF

The Resource Description Framework (RDF) has been one of the fundamental standards for linked data and knowledge graphs. RDF allows data to be modeled as triples: subject, predicate, and object. Essentially, you can think of it as a structured way to describe relationships: “X has a Y called Z.” For instance, “Berlin has a population of 3.5 million.” This modeling approach is quite flexible because RDF uses unique identifiers — usually URIs — to point to data entities, making linking straightforward and coherent.

RDFS, or RDF Schema, extends RDF to provide a basic vocabulary to structure the data even more. This lets us describe not only individual nodes but also relationships among types of data entities, like defining a class hierarchy or setting properties. For example, you could say that “Berlin” is an instance of a “City” and that cities are types of “Geographical Entities.” This kind of organization helps establish semantic meaning within the graph.

RDF and Advanced Topics

Lists and Sets in RDF

RDF also provides tools to model more complex data structures such as lists and sets, enabling the grouping of nodes. This extension makes it easier to model more natural, human-like knowledge, for example, describing attributes of an entity that may have multiple values. By adding RDF Schema and OWL (Web Ontology Language), you gain even more expressive power — being able to define logical rules or even derive new relationships from existing data.

Graph of Graphs

A significant feature of RDF is the ability to form complex nested structures, often referred to as graphs of graphs. This allows you to create “named graphs,” essentially subgraphs that can be independently referenced. For example, you could create a named graph for a particular dataset describing Berlin and another for a different geographical area. Then, you could connect them, allowing for more modular and reusable knowledge modeling.

Property Graphs

While RDF provides a robust framework, it’s not always the easiest to work with due to its heavy reliance on linking everything explicitly. This is where property graphs come into play. Property graphs are less focused on linking everything through triples and allow more expressive properties directly within nodes and edges.

For example, instead of using triples to represent each detail, a property graph might let you store all properties about an entity (e.g., “Berlin”) directly in a single node. This makes property graphs more intuitive for many developers and engineers because they more closely resemble object-oriented structures: you have entities (nodes) that possess attributes (properties) and are connected to other entities through relationships (edges).

The significant benefit here is a condensed representation, which speeds up traversal and queries in some scenarios. However, this also introduces a trade-off: while property graphs are more straightforward to query and maintain, they lack some complex relationship modeling features RDF offers, particularly when connecting properties to each other.

Graph of Graphs and Subgraphs for Entity Modeling

A third approach — which takes elements from RDF and property graphs — involves modeling entities using subgraphs or nested graphs. In this model, each entity can be represented as a graph. This allows for a detailed and flexible description of attributes without exploding every detail into individual triples or lump them all together into properties.

For instance, consider a person entity with a complex employment history. Instead of representing every employment detail in one node (as in a property graph), or as several linked nodes (as in RDF), you can treat the employment history as a subgraph. This subgraph could then contain nodes for different jobs, each linked with specific properties and connections. This approach keeps the complexity where it belongs and provides better flexibility when new attributes or entities need to be added.

Hypergraphs and Metagraphs

When discussing more advanced forms of graphs, we encounter hypergraphs and metagraphs. These take the idea of relationships to a new level. A hypergraph allows an edge to connect more than two nodes, which is extremely useful when modeling scenarios where relationships aren’t just pairwise. For example, a “Project” could connect multiple “People,” “Resources,” and “Outcomes,” all in a single edge. This way, hypergraphs help in reducing the complexity of modeling high-order relationships.

Metagraphs, on the other hand, enable nodes and edges to themselves be represented as graphs. This is an extremely powerful feature when we consider the needs of artificial intelligence, as it allows for the modeling of relationships between relationships, an essential aspect for any system that needs to capture not just facts, but their interdependencies and contexts.

Balancing Structure and Properties

One of the recurring challenges when modeling knowledge is finding the balance between structure and properties. With RDF, you get high flexibility and standardization, but complexity can quickly escalate as you decompose everything into triples. Property graphs simplify the representation by using attributes but lose out on the depth of connection modeling. Meanwhile, the graph-of-graphs approach and hypergraphs offer advanced modeling capabilities at the cost of increased computational complexity.

So, how do you decide which model to use? It comes down to your use case. RDF and nested graphs are strong contenders if you need deep linkage and are working with highly variable data. For more straightforward, engineer-friendly modeling, property graphs shine. And when dealing with very complex multi-way relationships or meta-level knowledge, hypergraphs and metagraphs provide the necessary tools.

The key takeaway is that only some approaches are perfect. Instead, it’s all about the modeling goals: how do you want to query the graph, what relationships are meaningful, and how much complexity are you willing to manage?

Conclusion

Modeling AI semantic memory using knowledge graphs is a challenging but rewarding process. The different approaches — RDF, property graphs, and advanced graph modeling techniques like nested graphs and hypergraphs — each offer unique strengths and weaknesses. Whether you are building a personal knowledge graph or scaling up to AI that integrates multiple streams of linked data, it’s essential to understand the trade-offs each approach brings.

In the end, the choice of representation comes down to the nature of your data and your specific needs for querying and maintaining semantic relationships. The world of knowledge graphs is vast, with many tools and frameworks to explore. Stay connected and keep experimenting to find the balance that works for your projects.

@ e6817453:b0ac3c39

The temporal semantics and temporal and time-aware knowledge graphs. We have different memory models for artificial intelligence agents. We all try to mimic somehow how the brain works, or at least how the declarative memory of the brain works. We have the split of episodic memory and semantic memory. And we also have a lot of theories, right?

Declarative Memory of the Human Brain

How is the semantic memory formed? We all know that our brain stores semantic memory quite close to the concept we have with the personal knowledge graphs, that it’s connected entities. They form a connection with each other and all those things. So far, so good. And actually, then we have a lot of concepts, how the episodic memory and our experiences gets transmitted to the semantic:

• hippocampus indexing and retrieval
• sanitization of episodic memories
• episodic-semantic shift theory

They all give a different perspective on how different parts of declarative memory cooperate.

We know that episodic memories get semanticized over time. You have semantic knowledge without the notion of time, and probably, your episodic memory is just decayed.

But, you know, it’s still an open question:

do we want to mimic an AI agent’s memory as a human brain memory, or do we want to create something different?

It’s an open question to which we have no good answer. And if you go to the theory of neuroscience and check how episodic and semantic memory interfere, you will still find a lot of theories, yeah?

Some of them say that you have the hippocampus that keeps the indexes of the memory. Some others will say that you semantic the episodic memory. Some others say that you have some separate process that digests the episodic and experience to the semantics. But all of them agree on the plan that it’s operationally two separate areas of memories and even two separate regions of brain, and the semantic, it’s more, let’s say, protected.

So it’s harder to forget the semantical facts than the episodes and everything. And what I’m thinking about for a long time, it’s this, you know, the semantic memory.

Temporal Semantics

It’s memory about the facts, but you somehow mix the time information with the semantics. I already described a lot of things, including how we could combine time with knowledge graphs and how people do it.

There are multiple ways we could persist such information, but we all hit the wall because the complexity of time and the semantics of time are highly complex concepts.

Time in a Semantic context is not a timestamp.

What I mean is that when you have a fact, and you just mentioned that I was there at this particular moment, like, I don’t know, 15:40 on Monday, it’s already awake because we don’t know which Monday, right? So you need to give the exact date, but usually, you do not have experiences like that.

You do not record your memories like that, except you do the journaling and all of the things. So, usually, you have no direct time references. What I mean is that you could say that I was there and it was some event, blah, blah, blah.

Somehow, we form a chain of events that connect with each other and maybe will be connected to some period of time if we are lucky enough. This means that we could not easily represent temporal-aware information as just a timestamp or validity and all of the things.

For sure, the validity of the knowledge graphs (simple quintuple with start and end dates)is a big topic, and it could solve a lot of things. It could solve a lot of the time cases. It’s super simple because you give the end and start dates, and you are done, but it does not answer facts that have a relative time or time information in facts . It could solve many use cases but struggle with facts in an indirect temporal context. I like the simplicity of this idea. But the problem of this approach that in most cases, we simply don’t have these timestamps. We don’t have the timestamp where this information starts and ends. And it’s not modeling many events in our life, especially if you have the processes or ongoing activities or recurrent events.

I’m more about thinking about the time of semantics, where you have a time model as a hybrid clock or some global clock that does the partial ordering of the events. It’s mean that you have the chain of the experiences and you have the chain of the facts that have the different time contexts.

We could deduct the time from this chain of the events. But it’s a big, big topic for the research. But what I want to achieve, actually, it’s not separation on episodic and semantic memory. It’s having something in between.

Blockchain of connected events and facts

I call it temporal-aware semantics or time-aware knowledge graphs, where we could encode the semantic fact together with the time component.I doubt that time should be the simple timestamp or the region of the two timestamps. For me, it is more a chain for facts that have a partial order and form a blockchain like a database or a partially ordered Acyclic graph of facts that are temporally connected. We could have some notion of time that is understandable to the agent and a model that allows us to order the events and focus on what the agent knows and how to order this time knowledge and create the chains of the events.

Time anchors

We may have a particular time in the chain that allows us to arrange a more concrete time for the rest of the events. But it’s still an open topic for research. The temporal semantics gets split into a couple of domains. One domain is how to add time to the knowledge graphs. We already have many different solutions. I described them in my previous articles.

Another domain is the agent's memory and how the memory of the artificial intelligence treats the time. This one, it’s much more complex. Because here, we could not operate with the simple timestamps. We need to have the representation of time that are understandable by model and understandable by the agent that will work with this model. And this one, it’s way bigger topic for the research.”

@ 3b19f10a:4e1f94b4

Sometimes perspective is everything...

artmodel

nude

nudemodel

---

@ b2d670de:907f9d4a

onion-service-nostr-relays

A list of nostr relays exposed as onion services.

The list

| Relay name | Description | Onion url | Operator | Payment URL | Payment options | | --- | --- | --- | --- | --- | --- | | nostr.oxtr.dev | Same relay as clearnet relay nostr.oxtr.dev | ws://oxtrdevav64z64yb7x6rjg4ntzqjhedm5b5zjqulugknhzr46ny2qbad.onion | operator | N/A | N/A | | relay.snort.social | Same relay as clearnet relay relay.snort.social | wss://skzzn6cimfdv5e2phjc4yr5v7ikbxtn5f7dkwn5c7v47tduzlbosqmqd.onion | operator | N/A | N/A | | nostr.thesamecat.io | Same relay as clearnet relay nostr.thesamecat.io | ws://2jsnlhfnelig5acq6iacydmzdbdmg7xwunm4xl6qwbvzacw4lwrjmlyd.onion | operator | N/A | N/A | | nostr.land | The nostr.land paid relay (same as clearnet) | ws://nostrland2gdw7g3y77ctftovvil76vquipymo7tsctlxpiwknevzfid.onion | operator | Payment URL | BTC LN | | bitcoiner.social | No auth required, currently | ws://bitcoinr6de5lkvx4tpwdmzrdfdpla5sya2afwpcabjup2xpi5dulbad.onion | operator | N/A | N/A | | relay.westernbtc.com | The westernbtc.com paid relay | ws://westbtcebhgi4ilxxziefho6bqu5lqwa5ncfjefnfebbhx2cwqx5knyd.onion | operator | Payment URL | BTC LN | | freelay.sovbit.host | Free relay for sovbit.host | ws://sovbitm2enxfr5ot6qscwy5ermdffbqscy66wirkbsigvcshumyzbbqd.onion | operator | N/A | N/A | | nostr.sovbit.host | Paid relay for sovbit.host | ws://sovbitgz5uqyh7jwcsudq4sspxlj4kbnurvd3xarkkx2use3k6rlibqd.onion | operator | N/A | N/A | | nostr.wine | 🍷 nostr.wine relay | ws://nostrwinemdptvqukjttinajfeedhf46hfd5bz2aj2q5uwp7zros3nad.onion | operator | Payment URL | BTC LN, BTC, Credit Card/CashApp (Stripe) | | inbox.nostr.wine | 🍷 inbox.nostr.wine relay | ws://wineinboxkayswlofkugkjwhoyi744qvlzdxlmdvwe7cei2xxy4gc6ad.onion | operator | Payment URL | BTC LN, BTC | | filter.nostr.wine | 🍷 filter.nostr.wine proxy relay | ws://winefiltermhqixxzmnzxhrmaufpnfq3rmjcl6ei45iy4aidrngpsyid.onion | operator | Payment URL | BTC LN, BTC | | N/A | N/A | ws://pzfw4uteha62iwkzm3lycabk4pbtcr67cg5ymp5i3xwrpt3t24m6tzad.onion:81 | operator | N/A | N/A | | nostr.fractalized.net | Free relay for fractalized.net | ws://xvgox2zzo7cfxcjrd2llrkthvjs5t7efoalu34s6lmkqhvzvrms6ipyd.onion | operator | N/A | N/A | | nfrelay.app | nfrelay.app aggregator relay (nostr-filter-relay) | ws://nfrelay6saohkmipikquvrn6d64dzxivhmcdcj4d5i7wxis47xwsriyd.onion | operator | N/A | N/A | relay.nostr.net | Public relay from nostr.net (Same as clearnet) | ws://nostrnetl6yd5whkldj3vqsxyyaq3tkuspy23a3qgx7cdepb4564qgqd.onion | operator | N/A | N/A | | nerostrator | Free to read, pay XMR to relay | ws://nerostrrgb5fhj6dnzhjbgmnkpy2berdlczh6tuh2jsqrjok3j4zoxid.onion | operator |Payment URL | XMR | | nostr.girino.org | Public relay from nostr.girino.org | ws://gnostr2jnapk72mnagq3cuykfon73temzp77hcbncn4silgt77boruid.onion | operator | N/A | N/A | | wot.girino.org | WoT relay from wot.girino.org | ws://girwot2koy3kvj6fk7oseoqazp5vwbeawocb3m27jcqtah65f2fkl3yd.onion | operator | N/A | N/A | | haven.girino.org/{outbox, inbox, chat, private} | Haven smart relay from haven.girino.org | ws://ghaven2hi3qn2riitw7ymaztdpztrvmm337e2pgkacfh3rnscaoxjoad.onion/{outbox, inbox, chat, private} | operator | N/A | N/A | | relay.nostpy.lol | Free Web of Trust relay (Same as clearnet) | ws://pemgkkqjqjde7y2emc2hpxocexugbixp42o4zymznil6zfegx5nfp4id.onion | operator |N/A | N/A | | Poster.place Nostr Relay | N/A | ws://dmw5wbawyovz7fcahvguwkw4sknsqsalffwctioeoqkvvy7ygjbcuoad.onion | operator | N/A | N/A |

Contributing

Contributions are encouraged to keep this document alive. Just open a PR and I'll have it tested and merged. The onion URL is the only mandatory column, the rest is just nice-to-have metadata about the relay. Put N/A in empty columns.

If you want to contribute anonymously, please contact me on SimpleX or send a DM on nostr using a disposable npub.

Operator column

It is generally preferred to use something that includes a NIP-19 string, either just the string or a url that contains the NIP-19 string in it (e.g. an njump url).

@ 81cda509:ae345bd2

@florian | Photographer

Studio-Shoot

• photography

• picstr

• grownostr

• artonnostr

“Know thyself” is a phrase attributed to the ancient Greek philosopher Socrates, and it has been a cornerstone of philosophical thought for centuries. It invites an individual to deeply examine their own thoughts, feelings, behaviors, and motivations in order to understand their true nature.

At its core, “Know thyself” encourages self-awareness - an understanding of who you truly are beneath the surface. This process of introspection can uncover your strengths, weaknesses, desires, fears, and values. It invites you to acknowledge your habits, biases, and patterns of thinking, so you can make more conscious choices in life.

Knowing yourself also involves understanding your place in the larger context of existence. It means recognizing how your actions and choices affect others and the world around you. This awareness can lead to greater empathy, a sense of interconnectedness, and a more authentic life, free from the distractions of societal expectations or superficial identities.

In a practical sense, knowing yourself might involve:

1. Self-reflection: Regularly taking time to reflect on your thoughts, feelings, and experiences.

2. Mindfulness: Practicing awareness of the present moment and observing your reactions without judgment.

3. Exploration: Being open to trying new things and learning from both successes and failures.

4. Seeking truth: Engaging in honest inquiry about your motivations, desires, and beliefs.

5. Growth: Continuously learning from your past and striving to align your actions with your inner values.

Ultimately, “Know thyself” is about cultivating a deep, honest understanding of who you are, which leads to a more fulfilled, intentional, and peaceful existence.

@ a367f9eb:0633efea

Last week, an investigation by Reuters revealed that Chinese researchers have been using open-source AI tools to build nefarious-sounding models that may have some military application.

The reporting purports that adversaries in the Chinese Communist Party and its military wing are taking advantage of the liberal software licensing of American innovations in the AI space, which could someday have capabilities to presumably harm the United States.

In a June paper reviewed by Reuters, six Chinese researchers from three institutions, including two under the People’s Liberation Army’s (PLA) leading research body, the Academy of Military Science (AMS), detailed how they had used an early version of Meta’s Llama as a base for what it calls “ChatBIT”.

The researchers used an earlier Llama 13B large language model (LLM) from Meta, incorporating their own parameters to construct a military-focused AI tool to gather and process intelligence, and offer accurate and reliable information for operational decision-making.

While I’m doubtful that today’s existing chatbot-like tools will be the ultimate battlefield for a new geopolitical war (queue up the computer-simulated war from the Star Trek episode “A Taste of Armageddon“), this recent exposé requires us to revisit why large language models are released as open-source code in the first place.

Added to that, should it matter that an adversary is having a poke around and may ultimately use them for some purpose we may not like, whether that be China, Russia, North Korea, or Iran?

The number of open-source AI LLMs continues to grow each day, with projects like Vicuna, LLaMA, BLOOMB, Falcon, and Mistral available for download. In fact, there are over one million open-source LLMs available as of writing this post. With some decent hardware, every global citizen can download these codebases and run them on their computer.

With regard to this specific story, we could assume it to be a selective leak by a competitor of Meta which created the LLaMA model, intended to harm its reputation among those with cybersecurity and national security credentials. There are potentially trillions of dollars on the line.

Or it could be the revelation of something more sinister happening in the military-sponsored labs of Chinese hackers who have already been caught attacking American infrastructure, data, and yes, your credit history?

As consumer advocates who believe in the necessity of liberal democracies to safeguard our liberties against authoritarianism, we should absolutely remain skeptical when it comes to the communist regime in Beijing. We’ve written as much many times.

At the same time, however, we should not subrogate our own critical thinking and principles because it suits a convenient narrative.

Consumers of all stripes deserve technological freedom, and innovators should be free to provide that to us. And open-source software has provided the very foundations for all of this.

Open-source matters When we discuss open-source software and code, what we’re really talking about is the ability for people other than the creators to use it.

The various licensing schemes – ranging from GNU General Public License (GPL) to the MIT License and various public domain classifications – determine whether other people can use the code, edit it to their liking, and run it on their machine. Some licenses even allow you to monetize the modifications you’ve made.

While many different types of software will be fully licensed and made proprietary, restricting or even penalizing those who attempt to use it on their own, many developers have created software intended to be released to the public. This allows multiple contributors to add to the codebase and to make changes to improve it for public benefit.

Open-source software matters because anyone, anywhere can download and run the code on their own. They can also modify it, edit it, and tailor it to their specific need. The code is intended to be shared and built upon not because of some altruistic belief, but rather to make it accessible for everyone and create a broad base. This is how we create standards for technologies that provide the ground floor for further tinkering to deliver value to consumers.

Open-source libraries create the building blocks that decrease the hassle and cost of building a new web platform, smartphone, or even a computer language. They distribute common code that can be built upon, assuring interoperability and setting standards for all of our devices and technologies to talk to each other.

I am myself a proponent of open-source software. The server I run in my home has dozens of dockerized applications sourced directly from open-source contributors on GitHub and DockerHub. When there are versions or adaptations that I don’t like, I can pick and choose which I prefer. I can even make comments or add edits if I’ve found a better way for them to run.

Whether you know it or not, many of you run the Linux operating system as the base for your Macbook or any other computer and use all kinds of web tools that have active repositories forked or modified by open-source contributors online. This code is auditable by everyone and can be scrutinized or reviewed by whoever wants to (even AI bots).

This is the same software that runs your airlines, powers the farms that deliver your food, and supports the entire global monetary system. The code of the first decentralized cryptocurrency Bitcoin is also open-source, which has allowed thousands of copycat protocols that have revolutionized how we view money.

You know what else is open-source and available for everyone to use, modify, and build upon?

PHP, Mozilla Firefox, LibreOffice, MySQL, Python, Git, Docker, and WordPress. All protocols and languages that power the web. Friend or foe alike, anyone can download these pieces of software and run them how they see fit.

Open-source code is speech, and it is knowledge.

We build upon it to make information and technology accessible. Attempts to curb open-source, therefore, amount to restricting speech and knowledge.

Open-source is for your friends, and enemies In the context of Artificial Intelligence, many different developers and companies have chosen to take their large language models and make them available via an open-source license.

At this very moment, you can click on over to Hugging Face, download an AI model, and build a chatbot or scripting machine suited to your needs. All for free (as long as you have the power and bandwidth).

Thousands of companies in the AI sector are doing this at this very moment, discovering ways of building on top of open-source models to develop new apps, tools, and services to offer to companies and individuals. It’s how many different applications are coming to life and thousands more jobs are being created.

We know this can be useful to friends, but what about enemies?

As the AI wars heat up between liberal democracies like the US, the UK, and (sluggishly) the European Union, we know that authoritarian adversaries like the CCP and Russia are building their own applications.

The fear that China will use open-source US models to create some kind of military application is a clear and present danger for many political and national security researchers, as well as politicians.

A bipartisan group of US House lawmakers want to put export controls on AI models, as well as block foreign access to US cloud servers that may be hosting AI software.

If this seems familiar, we should also remember that the US government once classified cryptography and encryption as “munitions” that could not be exported to other countries (see The Crypto Wars). Many of the arguments we hear today were invoked by some of the same people as back then.

Now, encryption protocols are the gold standard for many different banking and web services, messaging, and all kinds of electronic communication. We expect our friends to use it, and our foes as well. Because code is knowledge and speech, we know how to evaluate it and respond if we need to.

Regardless of who uses open-source AI, this is how we should view it today. These are merely tools that people will use for good or ill. It’s up to governments to determine how best to stop illiberal or nefarious uses that harm us, rather than try to outlaw or restrict building of free and open software in the first place.

Limiting open-source threatens our own advancement If we set out to restrict and limit our ability to create and share open-source code, no matter who uses it, that would be tantamount to imposing censorship. There must be another way.

If there is a “Hundred Year Marathon” between the United States and liberal democracies on one side and autocracies like the Chinese Communist Party on the other, this is not something that will be won or lost based on software licenses. We need as much competition as possible.

The Chinese military has been building up its capabilities with trillions of dollars’ worth of investments that span far beyond AI chatbots and skip logic protocols.

The theft of intellectual property at factories in Shenzhen, or in US courts by third-party litigation funding coming from China, is very real and will have serious economic consequences. It may even change the balance of power if our economies and countries turn to war footing.

But these are separate issues from the ability of free people to create and share open-source code which we can all benefit from. In fact, if we want to continue our way our life and continue to add to global productivity and growth, it’s demanded that we defend open-source.

If liberal democracies want to compete with our global adversaries, it will not be done by reducing the freedoms of citizens in our own countries.

Last week, an investigation by Reuters revealed that Chinese researchers have been using open-source AI tools to build nefarious-sounding models that may have some military application.

The reporting purports that adversaries in the Chinese Communist Party and its military wing are taking advantage of the liberal software licensing of American innovations in the AI space, which could someday have capabilities to presumably harm the United States.

In a June paper reviewed by Reuters, six Chinese researchers from three institutions, including two under the People’s Liberation Army’s (PLA) leading research body, the Academy of Military Science (AMS), detailed how they had used an early version of Meta’s Llama as a base for what it calls “ChatBIT”.

The researchers used an earlier Llama 13B large language model (LLM) from Meta, incorporating their own parameters to construct a military-focused AI tool to gather and process intelligence, and offer accurate and reliable information for operational decision-making.

While I’m doubtful that today’s existing chatbot-like tools will be the ultimate battlefield for a new geopolitical war (queue up the computer-simulated war from the Star Trek episode “A Taste of Armageddon“), this recent exposé requires us to revisit why large language models are released as open-source code in the first place.

Added to that, should it matter that an adversary is having a poke around and may ultimately use them for some purpose we may not like, whether that be China, Russia, North Korea, or Iran?

The number of open-source AI LLMs continues to grow each day, with projects like Vicuna, LLaMA, BLOOMB, Falcon, and Mistral available for download. In fact, there are over one million open-source LLMs available as of writing this post. With some decent hardware, every global citizen can download these codebases and run them on their computer.

With regard to this specific story, we could assume it to be a selective leak by a competitor of Meta which created the LLaMA model, intended to harm its reputation among those with cybersecurity and national security credentials. There are potentially trillions of dollars on the line.

Or it could be the revelation of something more sinister happening in the military-sponsored labs of Chinese hackers who have already been caught attacking American infrastructure, data, and yes, your credit history?

As consumer advocates who believe in the necessity of liberal democracies to safeguard our liberties against authoritarianism, we should absolutely remain skeptical when it comes to the communist regime in Beijing. We’ve written as much many times.

At the same time, however, we should not subrogate our own critical thinking and principles because it suits a convenient narrative.

Consumers of all stripes deserve technological freedom, and innovators should be free to provide that to us. And open-source software has provided the very foundations for all of this.

Open-source matters

When we discuss open-source software and code, what we’re really talking about is the ability for people other than the creators to use it.

The various licensing schemes – ranging from GNU General Public License (GPL) to the MIT License and various public domain classifications – determine whether other people can use the code, edit it to their liking, and run it on their machine. Some licenses even allow you to monetize the modifications you’ve made.

While many different types of software will be fully licensed and made proprietary, restricting or even penalizing those who attempt to use it on their own, many developers have created software intended to be released to the public. This allows multiple contributors to add to the codebase and to make changes to improve it for public benefit.

Open-source software matters because anyone, anywhere can download and run the code on their own. They can also modify it, edit it, and tailor it to their specific need. The code is intended to be shared and built upon not because of some altruistic belief, but rather to make it accessible for everyone and create a broad base. This is how we create standards for technologies that provide the ground floor for further tinkering to deliver value to consumers.

Open-source libraries create the building blocks that decrease the hassle and cost of building a new web platform, smartphone, or even a computer language. They distribute common code that can be built upon, assuring interoperability and setting standards for all of our devices and technologies to talk to each other.

I am myself a proponent of open-source software. The server I run in my home has dozens of dockerized applications sourced directly from open-source contributors on GitHub and DockerHub. When there are versions or adaptations that I don’t like, I can pick and choose which I prefer. I can even make comments or add edits if I’ve found a better way for them to run.

Whether you know it or not, many of you run the Linux operating system as the base for your Macbook or any other computer and use all kinds of web tools that have active repositories forked or modified by open-source contributors online. This code is auditable by everyone and can be scrutinized or reviewed by whoever wants to (even AI bots).

This is the same software that runs your airlines, powers the farms that deliver your food, and supports the entire global monetary system. The code of the first decentralized cryptocurrency Bitcoin is also open-source, which has allowed thousands of copycat protocols that have revolutionized how we view money.

You know what else is open-source and available for everyone to use, modify, and build upon?

PHP, Mozilla Firefox, LibreOffice, MySQL, Python, Git, Docker, and WordPress. All protocols and languages that power the web. Friend or foe alike, anyone can download these pieces of software and run them how they see fit.

Open-source code is speech, and it is knowledge.

We build upon it to make information and technology accessible. Attempts to curb open-source, therefore, amount to restricting speech and knowledge.

Open-source is for your friends, and enemies

In the context of Artificial Intelligence, many different developers and companies have chosen to take their large language models and make them available via an open-source license.

At this very moment, you can click on over to Hugging Face, download an AI model, and build a chatbot or scripting machine suited to your needs. All for free (as long as you have the power and bandwidth).

Thousands of companies in the AI sector are doing this at this very moment, discovering ways of building on top of open-source models to develop new apps, tools, and services to offer to companies and individuals. It’s how many different applications are coming to life and thousands more jobs are being created.

We know this can be useful to friends, but what about enemies?

As the AI wars heat up between liberal democracies like the US, the UK, and (sluggishly) the European Union, we know that authoritarian adversaries like the CCP and Russia are building their own applications.

The fear that China will use open-source US models to create some kind of military application is a clear and present danger for many political and national security researchers, as well as politicians.

A bipartisan group of US House lawmakers want to put export controls on AI models, as well as block foreign access to US cloud servers that may be hosting AI software.

If this seems familiar, we should also remember that the US government once classified cryptography and encryption as “munitions” that could not be exported to other countries (see The Crypto Wars). Many of the arguments we hear today were invoked by some of the same people as back then.

Now, encryption protocols are the gold standard for many different banking and web services, messaging, and all kinds of electronic communication. We expect our friends to use it, and our foes as well. Because code is knowledge and speech, we know how to evaluate it and respond if we need to.

Regardless of who uses open-source AI, this is how we should view it today. These are merely tools that people will use for good or ill. It’s up to governments to determine how best to stop illiberal or nefarious uses that harm us, rather than try to outlaw or restrict building of free and open software in the first place.

Limiting open-source threatens our own advancement

If we set out to restrict and limit our ability to create and share open-source code, no matter who uses it, that would be tantamount to imposing censorship. There must be another way.

If there is a “Hundred Year Marathon” between the United States and liberal democracies on one side and autocracies like the Chinese Communist Party on the other, this is not something that will be won or lost based on software licenses. We need as much competition as possible.

The Chinese military has been building up its capabilities with trillions of dollars’ worth of investments that span far beyond AI chatbots and skip logic protocols.

The theft of intellectual property at factories in Shenzhen, or in US courts by third-party litigation funding coming from China, is very real and will have serious economic consequences. It may even change the balance of power if our economies and countries turn to war footing.

But these are separate issues from the ability of free people to create and share open-source code which we can all benefit from. In fact, if we want to continue our way our life and continue to add to global productivity and growth, it’s demanded that we defend open-source.

If liberal democracies want to compete with our global adversaries, it will not be done by reducing the freedoms of citizens in our own countries.

Originally published on the website of the Consumer Choice Center.

@ 7460b7fd:4fc4e74b

PR 32359：取消 OP_RETURN 字节限制提案深入分析

提案概述及代码变更内容

提案背景与意图：比特币核心当前对交易中的 OP_RETURN 输出（数据载体输出）有严格限制：默认最多允许单个 OP_RETURN 输出，且其 scriptPubKey 大小不超过 83 字节（约80字节数据加上OP_RETURN和Pushdata前缀）groups.google.com。这一标准规则旨在轻度阻碍链上存储大量任意数据，鼓励将非金融数据以“更无害”的方式存入链上（比如用OP_RETURN而非可花费的UTXO输出）groups.google.com。然而随着时间推移，这一限制并未阻止用户将数据写入区块链，反而促使开发者设计各种变通方案绕过限制。例如，近期 Citrea Clementine 协议（闪电网络相关项目）因为OP_RETURN容量不足，而改用不可花费的Taproot输出来存储所需数据groups.google.com。这样的做法导致大量小额UTXO留存在UTXO集，对全节点造成负担，被视为比使用OP_RETURN更有害的副作用github.com。基于此背景，Bitcoin Core 开发者 Peter Todd（与 Chaincode 实验室的 Antoine Poinsot 等人）提出了 PR #32359，意在解除OP_RETURN的字节大小限制，以消除这种“适得其反”的限制策略groups.google.comgithub.com。

**代码变更要点：**该PR主要修改了与标准交易校验和策略配置相关的代码，包括移除 script/standard.cpp 中对OP_RETURN输出大小和数量的检查，以及删除策略配置选项 -datacarrier 和 -datacarriersizegithub.com。具体而言：

• 取消OP_RETURN大小限制：删除了判断OP_RETURN数据长度是否超过 MAX_OP_RETURN_RELAY（83字节）的标准性检查。此后，交易中的OP_RETURN输出脚本长度将不再被固定上限限制，只要满足区块重量等共识规则即可（理论上可嵌入远大于83字节的数据）github.comgroups.google.com。PR说明中明确提到移除了这些限制的执行代码github.com。相应地，-datacarriersize 配置参数被删除，因为其存在意义（设置OP_RETURN字节上限）已不复存在github.com。此前 -datacarriersize 默认为83，当用户调高该值时节点可接受更大数据载体输出；而现在代码中已无此参数，节点将无条件接受任意大小的OP_RETURN输出。

• 移除OP_RETURN输出数量限制：原先比特币核心默认策略还规定每笔交易最多只有一个OP_RETURN输出是标准的，多于一个即视为非标准交易（拒绝中继）bitcoin.stackexchange.com。该PR同样意在取消此“任意”限制groups.google.com。修改中移除了对 nDataOut（OP_RETURN输出计数）的检查，即允许一笔交易包含多个OP_RETURN输出而仍被视作标准交易。之前的代码若检测到 nDataOut > 1 会返回“multi-op-return”的拒绝原因github.com；PR删除了这一段逻辑，相应的功能测试也更新或移除了对“multi-op-return”非标准原因的断言github.com。

• 保留标准形式要求：值得注意的是，OP_RETURN输出的形式要求仍保留。PR描述中强调“数据载体输出的形式仍保持标准化：脚本以单个 OP_RETURN 开头，后跟任意数量的数据推字节；不允许非数据类的其他脚本操作码”github.com。也就是说，虽然大小和数量限制解除了，但OP_RETURN脚本内容只能是纯数据，不能夹带其他执行opcode。这保证了这些输出依然是“不可花费”的纯数据输出，不会改变它们对UTXO集的影响（不会增加UTXO）。

综上，PR #32359 的核心改动在策略层面放宽了对 OP_RETURN 的限制，删除了相关配置和检查，使节点默认接受任意大小、任意数量的 OP_RETURN 数据输出。同时维持其基本形式（OP_RETURN+数据）以确保此变更不会引入其它类型的非标准交易格式。

改动层级：策略规则 vs 共识规则

该提案属于策略层（policy-level）的更改，而非共识层规则的更改。也就是说，它影响的是节点对交易的_中继、存储和打包_策略，而不改变交易或区块在链上的有效性判定。OP_RETURN字节上限和数量限制从一开始就是标准性约束（Standardness），并非比特币共识协议的一部分groups.google.com。因此，移除这些限制不会导致旧节点与新节点产生区块共识分歧。具体理由如下：

• 无共识规则变动：原有的83字节上限只是节点默认_拒绝转发/挖矿_超限交易的规则，但如果矿工强行将超83字节的OP_RETURN交易打包进区块，所有遵循共识规则的节点（包括未升级的旧节点）依然会接受该区块。因为共识层并没有“OP_RETURN大小不得超过83字节”的规定github.com。正如开发者所指出的，现行的OP_RETURN限制属于“standardness rules”，其约束可以被轻易绕过，并不影响交易的最终有效性github.com。Peter Todd 在评论中强调，为真正禁止链上发布任意数据，必须修改比特币的共识协议，而这在现实中几乎不可能实施github.com。

• **旧节点兼容性：**由于没有引入新的脚本opcode或共识验证规则，旧版本节点即使不升级，仍然会承认包含大OP_RETURN输出的区块为有效。换言之，不存在分叉风险。旧节点唯一的区别是仍会按照老策略拒绝中继此类交易，但一旦交易被打包进区块，它们仍会接受github.com。正因如此，这一提议不会引发硬分叉，只是改变默认策略。

• **策略可自行定制：**另外，正如PR作者所言，这纯粹是默认策略的调整，用户依然可以选择运行修改版的软件继续实施先前的限制。例如，Peter Todd提到有替代实现（如 Bitcoin Knots）可以继续强制这些限制github.com。因此，这并非要“强制”所有节点解除限制，而是主流软件默认策略的演进。

需要澄清的是，有反对者担心解除限制可能扩大攻击面（下文详述），但这些都是针对节点资源和网络层面的影响，而非共识层安全性问题。总的来看，PR #32359 是策略层改进，与先前如RBF默认开启、逐渐弱化非标准交易限制等改变类似，其出发点在于网络行为而非协议规则本身。

对闪电网络节点和交易验证的影响

对链上验证的影响：由于这是策略层变更，交易和区块的验证规则并未改变，因此运行旧版本 Bitcoin Core 的闪电网络节点在共识上不会出现任何问题。闪电网络全节点通常依赖比特币全节点来跟踪链上交易，它们关心的是交易确认和共识有效性。解除OP_RETURN限制并不会使旧节点拒绝新区块，因而不会造成闪电通道关闭交易或HTLC交易在旧节点上验签失败等情况。换句话说，不升级Bitcoin Core软件的LN节点仍可正常参与链上共识，无需担心链上交易验证兼容性。

对节点中继和资源的影响：主要影响在于网络传播和资源占用。如果闪电网络节点所连接的Bitcoin Core没有升级，它将不会中继或存储那些含有超大OP_RETURN的未确认交易（因为旧版本视之为非标准交易）。这可能导致未升级节点的内存池与升级节点不一致：某些在新版节点中合法存在的交易，在旧版中被拒之门外。不过这通常不影响闪电网络的运行，因为闪电通道相关交易本身不会包含OP_RETURN数据输出。此外，当这些交易被矿工打包进区块后，旧节点依然会接收到区块并处理。所以，即便LN节点的后端Bitcoin Core未升级，最坏情形只是它在交易未打包时可能感知不到这些“大数据”交易，但这通常无碍于闪电网络功能（闪电网络主要关心的是通道交易的确认情况）。

升级的好处和必要性：从闪电网络生态来看，放宽OP_RETURN限制反而可能带来一些正面作用。正如前述，已有闪电网络周边项目因为83字节限制不足，转而使用不可花费输出存储数据groups.google.com。例如 Antoine Poinsot 在邮件列表中提到的 Clementine 协议，将某些watchtower挑战数据存进Taproot输出，因为OP_RETURN容量不够groups.google.com。解除限制后，此类应用完全可以改用更友好的OP_RETURN输出来存储数据，不再制造永久占据UTXO集的“垃圾”UTXOgithub.com。因此，闪电网络的watchtower、跨链桥等组件若需要在链上写入证据数据，将可直接利用更大的OP_RETURN输出，网络整体效率和健壮性都会提升。

需要注意的是，如果PR最终被合并并广泛部署，闪电网络节点运营者应该升级其Bitcoin Core后端以跟上新的默认策略。升级后，其节点将和大多数网络节点一样中继和接受大OP_RETURN交易，确保自己的内存池和网络同步，不会漏掉一些潜在相关交易（尽管目前来看，这些交易对LN通道本身并无直接关联）。总之，从兼容性看不升级没有致命问题，但从网络参与度和功能上看，升级是有益的。

潜在的间接影响：反对者提出，解除限制可能导致区块和内存池充斥更多任意数据，从而推高链上手续费、影响闪电通道关闭时所需的手续费估计。例如，如果大量大OP_RETURN交易占据区块空间，链上拥堵加剧，LN通道关闭需要支付更高费用才能及时确认。这其实是一般性拥堵问题，并非LN特有的兼容性问题。支持者则认为，这正是自由市场作用的体现，使用链上空间就该竞争付费github.com。无论如何，闪电网络作为二层方案，其优势在于减少链上交互频率，链上手续费市场的变化对LN有影响但不改变其运行逻辑。LN节点只需确保其Bitcoin Core正常运行、及时跟上链上状态即可。

开发者讨论焦点：支持与反对观点

PR #32359 在开发者社区引发了激烈讨论，支持者和反对者针锋相对，各自提出了有力的论据。以下总结双方主要观点：

• 支持方观点：

• 当前限制无效且适得其反：支持者强调83字节上限并未阻止人们在链上存数据，反而促使更有害的行为。Peter Todd指出，很多协议改用不可花费UTXO或在scriptsig中藏数据来绕过OP_RETURN限制，结果增加了UTXO集膨胀，这是限制OP_RETURN带来的反效果github.com。与其如此，不如移除限制，让数据都写入可被丢弃的OP_RETURN输出，避免UTXO污染github.comgithub.com。正如一位支持者所言：“与其让尘埃UTXO永远留在UTXO集合，不如使用可证明不可花费的输出（OP_RETURN）”github.com。

• **限制易被绕过，增添维护负担：**由于有些矿工或服务商（如MARA Slipstream私有广播）本就接受大OP_RETURN交易，这一限制对有心者来说形同虚设github.com。同时，存在维护这个限制的代码和配置选项，增加了节点实现复杂度。Todd认为，与其让Bitcoin Core承担维护“低效甚至有害”的限制，不如干脆取消，有需要的人可以使用其他软件实现自己的政策github.com。他提到有替代的Bitcoin Knots节点可自行过滤“垃圾”交易，但没必要要求Bitcoin Core默认坚持这些无效限制github.com。

• 尊重自由市场，拥抱链上数据用例：部分支持者从理念上认为，比特币区块空间的使用应交由手续费市场决定，而不应由节点软件做人为限制。著名开发者 Jameson Lopp 表示，是时候承认“有人就是想用比特币做数据锚定”，我们应当提供更优方式满足这种需求，而不是一味阻碍github.com。他认为用户既然愿意付费存数据，就说明这种行为对他们有价值，矿工也有动力处理；网络层不应进行过度的“父爱”式管制github.com。对于反对者所称“大数据交易会挤占区块、抬高手续费”，Lopp直言“这本来就是区块空间市场运作方式”，愿付高费者得以优先确认，无可厚非github.com。

• 统一与简化策略：还有支持者指出，既然限制容易绕过且逐渐没人遵守，那保留它只会造成节点之间策略不一致，反而增加网络复杂性。通过取消限制，所有核心节点一致地接受任意大小OP_RETURN，可避免因为策略差异导致的网络孤块或中继不畅（尽管共识不受影响，但策略不一致会带来一些网络层问题）。同时删除相关配置项，意味着简化用户配置，减少困惑和误用。Peter Todd在回应保留配置选项的建议时提到，Bitcoin Core在Full-RBF功能上也曾移除过用户可选项，直接默认启用，因为现实证明矿工最终都会朝盈利的方向调整策略，节点自行设置反而无济于事github.com。他以RBF为例：在Core开启默认Full-RBF之前，矿工几乎已经100%自行采用了RBF策略，因此保留开关意义不大github.com。类比来看，数据交易也是如此：如果有利可图，矿工终会打包，无论节点是否选择不转发。

• 反对方观点：

• 去除限制会放松对垃圾交易的防线：反对者担心，一旦解除OP_RETURN限制，链上将出现更多纯粹存储数据的“垃圾”交易，给网络带来DoS攻击和资源消耗风险。开发者 BrazyDevelopment 详细描述了可能被加剧的攻击向量github.com：首先，“Flood-and-Loot”攻击——攻击者构造带有巨大OP_RETURN数据的低价值交易（符合共识规则，多笔交易可达数MB数据），疯狂填充各节点的内存池。github.com这样会占满节点内存和带宽，延迟正常交易的传播和确认，并推高手续费竞争。github.com虽然节点有maxmempool大小限制和最低中继费率等机制，但这些机制基于常规交易行为调校，面对异常海量的数据交易可能捉襟见肘github.com。其次，“RBF替换循环”攻击——攻击者可以利用无需额外费用的RBF替换，不断发布和替换包含大OP_RETURN的数据交易，在内存池中反复占据空间却不被确认，从而扰乱手续费市场和内存池秩序github.com。反对者认为，移除大小上限将使上述攻击更廉价、更容易实施github.com。他们主张即便要放宽，也应设定一个“高但合理”的上限（例如100KB），或在内存池压力大时动态调整限制，以保护较小资源节点的运行github.com。

• 用户丧失自定义策略的权利：一些开发者反对彻底删掉 -datacarrier 和 -datacarriersize 选项。他们认为即使大势所趋是接受更多数据，也应保留用户自主选择的空间。正如开发者 BitcoinMechanic 所言：“矿工接受大数据交易不代表用户就不能选择自己的内存池装些什么”github.com。目前用户可以通过配置将-datacarrier设为0（不中继OP_RETURN交易）或者调低-datacarriersize来严格限制自己节点的策略。直接去除这些选项，会让那些出于各种考虑（如运营受限资源节点、防范垃圾数据）的用户失去控制权。从这个角度看，反对者认为限制应该由用户 opt-in 地解除，而不是一刀切放开。开发者 Retropex 也表示：“如果矿工想要更大的数据载体交易，他们完全可以自行调整这些设置…没有理由剥夺矿工和节点运营者做选择的权利”github.com。

• 此改动非必要且不符合部分用户利益：有反对意见认为当前83字节其实已经能覆盖绝大多数合理应用需求，更大的数据上链并非比特币设计初衷。他们担心放开限制会鼓励把比特币区块链当作任意数据存储层，偏离“点对点电子现金”主线，可能带来长期的链膨胀问题。这一阵营有人将此争议上升为理念之争：是坚持比特币作为金融交易为主，还是开放成为通用数据区块链？有评论形容这场拉锯“有点类似2017年的扩容之争”，虽然本质不同（一个是共识层区块大小辩论，一个是策略层数据使用辩论），但双方观点分歧同样明显99bitcoins.com99bitcoins.com。一些反对者（如Luke Dashjr等）长期主张减少非必要的数据上链，此次更是明确 Concept NACK。Luke-Jr 认为，其实完全可以通过引入地址格式变化等办法来识别并限制存数据的交易，而不需要动用共识层改动github.com（虽然他也承认这会非常激进和不现实，但以此反驳“除了改共识无计可施”的观点）。总之，反对者倾向于维持现状：代码里已有的限制无需移除，至少不应在无压倒性共识下贸然改变github.com。

• 社区共识不足：许多开发者在GitHub上给出了“Concept NACK”（概念上不支持）的评价。一位参与者感叹：“又来？两年前讨论过的理由现在依然适用”github.com。在PR的Review日志中，可以看到反对此提案的活跃贡献者数量明显多于支持者github.com。例如，反对阵营包括 Luke-Jr、BitcoinMechanic、CryptoGuida、1ma 等众多开发者和社区成员，而支持此提案的核心开发者相对少一些（包括Jameson Lopp、Sjöors、Sergio Demian Lerner等）github.com。这种意见分裂显示出社区对取消OP_RETURN限制尚未达成广泛共识。一些反对者还担忧这么大的改动可能引发社区矛盾，甚至有人夸张地提到可能出现新的链分叉风险99bitcoins.com99bitcoins.com（虽然实际上由于不涉及共识，硬分叉风险很小，但社区内部分歧确实存在）。

综上，支持者聚焦于提高链上效率、顺应实际需求和减轻UTXO负担，认为解除限制利大于弊；而反对者强调网络稳健、安全和用户自主，担心轻易放开会招致滥用和攻击。双方在GitHub上的讨论异常热烈，很多评论获得了数十个👍或👎表态，可见整个社区对此议题的关注度之高github.comgithub.com。

PR当前状态及后续展望

截至目前（2025年5月初），PR #32359 仍处于开放讨论阶段，并未被合并。鉴于该提案在概念上收到了众多 NACK，缺乏开发者间的明确共识，短期内合并的可能性不大。GitHub 上的自动统计显示，给予“Concept NACK”的评审者数量显著超过“Concept ACK”的数量github.com。这表明在Bitcoin Core维护者看来，社区对是否采纳此改动存在明显分歧。按照 Bitcoin Core 一贯的谨慎作风，当一个提案存在较大争议时，通常会被搁置或要求进一步修改、讨论，而不会仓促合并。

目前，该PR正等待进一步的评审和讨论。有开发者提出了替代方案或折中思路。例如，Bitcoin Core维护者 instagibbs 提交了相关的 PR #32406，提议仅取消默认的OP_RETURN大小上限（等效于将-datacarriersize默认提高到极大），但保留配置选项，从而在不牺牲用户选择权的情况下实现功能开放github.com。这表明部分反对者并非完全拒绝放宽限制，而是希望以更温和的方式推进。PR #32359 与这些提案互相冲突，需要协调出统一的方案github.com。另外，也有开发者建议在测试网上模拟大OP_RETURN交易的攻击场景，以评估风险、说服怀疑者github.com。

审议状态总结：综合来看，PR #32359 尚未接近合并，更谈不上被正式接受进入下一个Bitcoin Core版本。它既没有被关闭（拒绝），也没有快速进入最终review/merge阶段，而是停留在激烈讨论中。目前Bitcoin Core的维护者并未给出明确的合并时间表，反而是在鼓励社区充分讨论其利弊。未来的走向可能有几种：要么提案经过修改（例如保留配置项、增加安全机制等）逐渐赢得共识后合并，要么维持搁置等待更明确的社区信号。此外，不排除开发者转而采用渐进路线——例如先在测试网络取消限制试验，或先提高上限值而非彻底移除，以观察效果。也有可能此提案最终会因共识不足而长期悬而不决。

总之，OP_RETURN字节限制之争体现了比特币开发中策略层决策的审慎和平衡：需要在创新开放与稳健保守之间找到折衷。PR #32359 所引发的讨论仍在持续，它的意义在于促使社区重新审视链上数据存储的策略取舍。无论最终结果如何，这一讨论本身对比特币的发展具有积极意义，因为它让开发者和社区更加清晰地权衡了比特币作为数据载体和价值载体的定位。我们将持续关注该提案的进展，以及围绕它所展开的进一步测试和论证。github.comgroups.google.com

引用来源：

• Bitcoin Core PR #32359 提案内容github.comgithub.com及开发者讨论（Peter Todd评论github.comgithub.com等）

• Bitcoin Dev 邮件列表讨论帖：《Relax OP_RETURN standardness restrictions》groups.google.comgroups.google.com

• GitHub 开发者评论摘录：支持意见（Jameson Loppgithub.com等）与反对意见（BitcoinMechanicgithub.com、BrazyDevelopmentgithub.com等）

• Bitcoin Core PR 评论自动统计（Concept ACK/NACK 汇总）github.com

@ 56cd780f:cbde8b29

[Test3] Trying to show subtitle

Is it actually called “summary”?

@ 09fbf8f3:fa3d60f0

> ### 第三方API合集：

免责申明:

在此推荐的 OpenAI API Key 由第三方代理商提供，所以我们不对 API Key 的 有效性 和 安全性 负责，请你自行承担购买和使用 API Key 的风险。

| 服务商 | 特性说明 | Proxy 代理地址 | 链接 | | --- | --- | --- | --- | | AiHubMix | 使用 OpenAI 企业接口，全站模型价格为官方 86 折（含 GPT-4 ）| https://aihubmix.com/v1 | 官网 | | OpenAI-HK | OpenAI的API官方计费模式为，按每次API请求内容和返回内容tokens长度来定价。每个模型具有不同的计价方式，以每1,000个tokens消耗为单位定价。其中1,000个tokens约为750个英文单词（约400汉字）| https://api.openai-hk.com/ | 官网 | | CloseAI | CloseAI是国内规模最大的商用级OpenAI代理平台，也是国内第一家专业OpenAI中转服务，定位于企业级商用需求，面向企业客户的线上服务提供高质量稳定的官方OpenAI API 中转代理，是百余家企业和多家科研机构的专用合作平台。 | https://api.openai-proxy.org | 官网 | | OpenAI-SB | 需要配合Telegram 获取api key | https://api.openai-sb.com | 官网 |

持续更新。。。

---

推广：

访问不了openai，去低调云购买VPN。

官网：https://didiaocloud.xyz

邀请码：w9AjVJit

价格低至1元。

@ 56cd780f:cbde8b29

A few weeks ago, I ran into an old friend at a coffee shop. We hadn’t spoken in years, and within five minutes, she said something I’ve heard countless times:

“I just feel like I’m so behind.”

Behind who? Behind what?

There’s this idea—quiet, nagging, oddly universal—that we’re all somehow in a race we didn’t sign up for. That we’re supposed to have hit certain milestones by certain ages. That if we’re not married, promoted, rich, settled, happy (and photogenic) by 30 or 40 or pick your poison, then we’ve failed some invisible test.

Where did this come from?

Some of it’s cultural, obviously. Social media compresses timelines. You’re 27, doom-scrolling, and suddenly someone from high school just IPO’d their startup and got engaged in Rome. Another just bought a house with a kitchen island the size of a small country. You wonder if you missed a memo.

But beneath that, there’s something deeper. A belief that life is linear. That it should look like a staircase: school, job, marriage, house, kids, success. But real life? It’s a squiggle. A mess. A beautiful disaster.

Here’s the truth: You’re not behind. There’s no schedule. There’s only your path, and the courage it takes to stay on it—even when it looks wildly different from everyone else’s.

I say this as someone who has taken the “scenic route.” I changed careers in my 30s. I moved cities on a hunch. I dropped things that looked great on paper because they felt wrong in my gut. I’ve had seasons of momentum and seasons of stuckness. Both were necessary.

“Catching up” assumes there’s a fixed destination. But what if there isn’t? What if the point isn’t arrival, but presence? Progress that feels real, not performative?

If you need a permission slip to stop comparing, let this be it.

You’re not late. You’re not early.
You’re right on time.

@ 4c48cf05:07f52b80

I believe that five years from now, access to artificial intelligence will be akin to what access to the Internet represents today. It will be the greatest differentiator between the haves and have nots. Unequal access to artificial intelligence will exacerbate societal inequalities and limit opportunities for those without access to it.

Back in April, the AI Index Steering Committee at the Institute for Human-Centered AI from Stanford University released The AI Index 2024 Annual Report.

Out of the extensive report (502 pages), I chose to focus on the chapter dedicated to Public Opinion. People involved with AI live in a bubble. We all know and understand AI and therefore assume that everyone else does. But, is that really the case once you step out of your regular circles in Seattle or Silicon Valley and hit Main Street?

Two thirds of global respondents have a good understanding of what AI is

The exact number is 67%. My gut feeling is that this number is way too high to be realistic. At the same time, 63% of respondents are aware of ChatGPT so maybe people are confounding AI with ChatGPT?

If so, there is so much more that they won't see coming.

This number is important because you need to see every other questions and response of the survey through the lens of a respondent who believes to have a good understanding of what AI is.

A majority are nervous about AI products and services

52% of global respondents are nervous about products and services that use AI. Leading the pack are Australians at 69% and the least worried are Japanise at 23%. U.S.A. is up there at the top at 63%.

Japan is truly an outlier, with most countries moving between 40% and 60%.

Personal data is the clear victim

Exaclty half of the respondents believe that AI companies will protect their personal data. And the other half believes they won't.

Expected benefits

Again a majority of people (57%) think that it will change how they do their jobs. As for impact on your life, top hitters are getting things done faster (54%) and more entertainment options (51%).

The last one is a head scratcher for me. Are people looking forward to AI generated movies?

Concerns

Remember the 57% that thought that AI will change how they do their jobs? Well, it looks like 37% of them expect to lose it. Whether or not this is what will happen, that is a very high number of people who have a direct incentive to oppose AI.

Other key concerns include:

• Misuse for nefarious purposes: 49%
• Violation of citizens' privacy: 45%

Conclusion

This is the first time I come across this report and I wil make sure to follow future annual reports to see how these trends evolve.

Overall, people are worried about AI. There are many things that could go wrong and people perceive that both jobs and privacy are on the line.

---

Full citation: Nestor Maslej, Loredana Fattorini, Raymond Perrault, Vanessa Parli, Anka Reuel, Erik Brynjolfsson, John Etchemendy, Katrina Ligett, Terah Lyons, James Manyika, Juan Carlos Niebles, Yoav Shoham, Russell Wald, and Jack Clark, “The AI Index 2024 Annual Report,” AI Index Steering Committee, Institute for Human-Centered AI, Stanford University, Stanford, CA, April 2024.

The AI Index 2024 Annual Report by Stanford University is licensed under Attribution-NoDerivatives 4.0 International.

@ 56cd780f:cbde8b29

There’s something sacred about morning air — the way it carries just enough chill to remind you you’re alive, without pushing you back inside. I’ve been starting my days on the balcony lately. Not because it’s glamorous (it isn’t), or because I have a routine (I don’t), but because it’s the only space in my apartment that feels both open and still.

This morning I made coffee with too much cinnamon and curled up with a blanket that’s seen better days. I watched the city slowly wake up — one barking dog, two joggers, and the clatter of a recycling truck below. It’s odd how these tiny patterns become a kind of comfort.

I used to think that slowing down meant falling behind. But here, perched on the third floor with my feet on cold concrete and the sky just starting to blush, I feel like I’m exactly where I’m supposed to be.

If you’re reading this, maybe you needed that reminder too.

— Natalie

@ c9badfea:610f861a

1. Create

bash git bundle create backup.bundle --all

2. Verify

bash git bundle verify backup.bundle

3. Restore

bash git clone backup.bundle

ℹ️ Feel free to change the backup.bundle file name

@ 41959693:3888319c

Die Schnelllebigkeit der Moderne tilgt in unserer Wahrnehmung die zeitlichen Abstände von Ereignissen. Es bleibt kaum Gelegenheit ein Thema im Rückspiegel zu erfassen, zu durchdenken, zu rezipieren – schon buhlt der nächste Augenblick um Aufmerksamkeit.

Mögen an die Leipziger Buchmesse Ende März mittlerweile nur noch Visitenkarten und Selfies oder manch signiertes Exemplar im Buchregal erinnern; es lohnt sich doch, die größte deutsche Besuchermesse der Buchbranche nun rückblickend zu betrachten. Gerade da ihr Event-Charakter von Jahr zu Jahr zunimmt, ist die Frage reizvoll, welche beständigen Themen dort wie präsentiert wurden, in diesem Fall natürlich „Frieden“.

An allen vier Messetagen hielt ich die Augen auf, wo sich Autoren, Verlage und allgemeine die Institutionen der Branche dazu äußerten. Vorgreifend muss gesagt werden, dass Krieg und Frieden heute nicht mehr zwingend primäre Themen sind, sondern oft begleitend mitbehandelt werden. Für Zerstörung und Elend scheint dabei immer die große Bühne bereitet zu werden; einvernehmliche Koexistenz wird gewöhnlich mit leiser Klaviatur gespielt. Dennoch fand ich vier Bücher, welche direkt das Thema ansprachen:

• Die norwegische Soziologin und Publizistin Linn Stalsberg stellte ihr Werk „War is contempt for life. An essay on peace“ (ISBN: 978-8282262736, Res Publica, 2024) vor, in welchem sie auf all die Menschen eingeht, die für Pazifismus, Gewaltlosigkeit und Anti-Militarismus einstehen. Ihrer Meinung nach haben wir unzählige Berichte über Kriegs-, kaum jedoch Geschichten von Friedenshelden. Die deutsche Ausgabe soll im schweizerischen Kommode-Verlag im September diesen Jahres erscheinen.

• „Die Evolution der Gewalt. Warum wir Frieden wollen, aber Kriege führen“, geschrieben von Kai Michel, Harald Meller und Carel van Schaik, wurde für den Preis der Leipziger Buchmesse in der Kategorie Sachbuch/Essayistik nominiert. Die Autoren vertreten u. a. die Thesen, dass Krieg kein essentieller Gesellschaftsprozess ist, wie es einige geflügelte Worte oder ideologische Äußerungen vermuten lassen – und, dass die Erfolge der Bellizisten nur 1 % der Weltgeschichte ausmachen (ISBN: 978-3423284387, dtv, 2024).

• Der Publizist und taz-Redakteur Pascal Beucker gibt mit „Pazifismus – ein Irrweg?“ (ISBN 978-3170434325, Kohlhammer, 2024) eine Übersicht über die Geschichte des Pazifismus, geht auf in Vergessenheit geratene Hintergründe der einzelnen Motivationen und Bewegungen ein und wagt Zukunftsprognosen über die Erfolgschancen gewaltloser Auseinandersetzungen.

• Neben den Sachbüchern fand sich auch ein Vertreter aus dem Bereich der Belletristik: Rüdiger Heins und Michael Landgraf gaben eine Anthologie mit Friedenstexten, Prosa und Lyrik, heraus: „365 Tage Frieden“ (ISBN: 978-3930758951 Edition Maya, 2025), verspricht der Titel, für den zahlreiche Autoren auf ganz unterschiedliche Art und Weise träumten, sich erinnerten, uns mahnten und weiterhin hoffen.

Ansonsten fanden sich viele kleinere Veranstaltungsformate und Verlage, welche ihr Scherflein beitragen wollten, dabei aber sehr unscharf blieben und beispielsweise im Forum Offene Gesellschaft u. a. Grenzoffenheit, Toleranz und Inklusion behandelten. Inwieweit diese, in jüngster Vergangenheit doch recht stark medial forcierten Themen die zentrale Friedensfrage ergründen und stützen, ist vermutlich Auslegungssache.

Unsere Definition von Frieden mag nicht sonderlich scharf sein; jeder zieht darin andere Grenzen und wird sich situativ nach eigenem Gusto verhalten. Dennoch bewegt uns eine Grundschwingung, führt uns ein Sehnen in eine höhere, gemeinsame Richtung. Diese Erkenntnis ist es wert, durch den Lauf der Geschichte bewahrt zu werden, durch aktuelle Zeugnisse ebenso wie durch die Gedanken derer, die vor uns waren.

---

Ich habe beschlossen diese Bücher für Sie, werte Leser, in den nächsten Wochen nach und nach zu rezensieren.

---

Dieser Beitrag wurde mit dem Pareto-Client geschrieben.

Not yet on Nostr and want the full experience? Easy onboarding via Start.

Artikel findet man auch auf Telegram unter:

https://t.me/pareto_artikel

https://t.me/friedenstaube_artikel

@ 09fbf8f3:fa3d60f0

在线直播：

---

央视体育版CCTV5：

央视体育版CCTV16 :

翡翠台：

@ 8947a945:9bfcf626

สวัสดีทุกคนบน Nostr ครับ รวมไปถึง watchersและ ผู้ติดตามของผมจาก Deviantart และ platform งานศิลปะอื่นๆนะครับ

ตั้งแต่ต้นปี 2024 ผมใช้ AI เจนรูปงานตัวละครสาวๆจากอนิเมะ และเปิด exclusive content ให้สำหรับผู้ที่ชื่นชอบผลงานของผมเป็นพิเศษ

ผมโพสผลงานผมทั้งหมดไว้ที่เวบ Deviantart และค่อยๆสร้างฐานผู้ติดตามมาเรื่อยๆอย่างค่อยเป็นค่อยไปมาตลอดครับ ทุกอย่างเติบโตไปเรื่อยๆของมัน ส่วนตัวผมมองว่ามันเป็นพิร์ตธุรกิจออนไลน์ ของผมพอร์ตนึงได้เลย

เมื่อวันที่ 16 กย.2024 มีผู้ติดตามคนหนึ่งส่งข้อความส่วนตัวมาหาผม บอกว่าชื่นชอบผลงานของผมมาก ต้องการจะขอซื้อผลงาน แต่ขอซื้อเป็น NFT นะ เสนอราคาซื้อขายต่อชิ้นที่สูงมาก หลังจากนั้นผมกับผู้ซื้อคนนี้พูดคุยกันในเมล์ครับ

นี่คือข้อสรุปสั่นๆจากการต่อรองซื้อขายครับ

(หลังจากนี้ผมขอเรียกผู้ซื้อว่า scammer นะครับ เพราะไพ่มันหงายมาแล้ว ว่าเขาคือมิจฉาชีพ)

• Scammer รายแรก เลือกผลงานที่จะซื้อ เสนอราคาซื้อที่สูงมาก แต่ต้องเป็นเวบไซต์ NFTmarket place ที่เขากำหนดเท่านั้น มันทำงานอยู่บน ERC20 ผมเข้าไปดูเวบไซต์ที่ว่านี้แล้วรู้สึกว่ามันดูแปลกๆครับ คนที่จะลงขายผลงานจะต้องใช้ email ในการสมัครบัญชีซะก่อน ถึงจะผูก wallet อย่างเช่น metamask ได้ เมื่อผูก wallet แล้วไม่สามารถเปลี่ยนได้ด้วย ตอนนั้นผมใช้ wallet ที่ไม่ได้ link กับ HW wallet ไว้ ทดลองสลับ wallet ไปๆมาๆ มันทำไม่ได้ แถมลอง log out แล้ว เลข wallet ก็ยังคาอยู่อันเดิม อันนี้มันดูแปลกๆแล้วหนึ่งอย่าง เวบนี้ค่า ETH ในการ mint 0.15 - 0.2 ETH … ตีเป็นเงินบาทนี่แพงบรรลัยอยู่นะครับ

• Scammer รายแรกพยายามชักจูงผม หว่านล้อมผมว่า แหม เดี๋ยวเขาก็มารับซื้องานผมน่า mint งานเสร็จ รีบบอกเขานะ เดี๋ยวเขารีบกดซื้อเลย พอขายได้กำไร ผมก็ได้ค่า gas คืนได้ แถมยังได้กำไรอีก ไม่มีอะไรต้องเสีนจริงมั้ย แต่มันเป้นความโชคดีครับ เพราะตอนนั้นผมไม่เหลือทุนสำรองที่จะมาซื้อ ETH ได้ ผมเลยต่อรองกับเขาตามนี้ครับ :

• ผมเสนอว่า เอางี้มั้ย ผมส่งผลงานของผมแบบ low resolution ให้ก่อน แลกกับให้เขาช่วยโอน ETH ที่เป็นค่า mint งานมาให้หน่อย พอผมได้ ETH แล้ว ผมจะ upscale งานของผม แล้วเมล์ไปให้ ใจแลกใจกันไปเลย ... เขาไม่เอา

• ผมเสนอให้ไปซื้อที่ร้านค้าออนไลน์ buymeacoffee ของผมมั้ย จ่ายเป็น USD ... เขาไม่เอา
• ผมเสนอให้ซื้อขายผ่าน PPV lightning invoice ที่ผมมีสิทธิ์เข้าถึง เพราะเป็น creator ของ Creatr ... เขาไม่เอา
• ผมยอกเขาว่างั้นก็รอนะ รอเงินเดือนออก เขาบอก ok

สัปดาห์ถัดมา มี scammer คนที่สองติดต่อผมเข้ามา ใช้วิธีการใกล้เคียงกัน แต่ใช้คนละเวบ แถมเสนอราคาซื้อที่สูงกว่าคนแรกมาก เวบที่สองนี้เลวร้ายค่าเวบแรกอีกครับ คือต้องใช้เมล์สมัครบัญชี ไม่สามารถผูก metamask ได้ พอสมัครเสร็จจะได้ wallet เปล่าๆมาหนึ่งอัน ผมต้องโอน ETH เข้าไปใน wallet นั้นก่อน เพื่อเอาไปเป็นค่า mint NFT 0.2 ETH

ผมบอก scammer รายที่สองว่า ต้องรอนะ เพราะตอนนี้กำลังติดต่อซื้อขายอยู่กับผู้ซื้อรายแรกอยู่ ผมกำลังรอเงินเพื่อมาซื้อ ETH เป็นต้นทุนดำเนินงานอยู่ คนคนนี้ขอให้ผมส่งเวบแรกไปให้เขาดูหน่อย หลังจากนั้นไม่นานเขาเตือนผมมาว่าเวบแรกมันคือ scam นะ ไม่สามารถถอนเงินออกมาได้ เขายังส่งรูป cap หน้าจอที่คุยกับผู้เสียหายจากเวบแรกมาให้ดูว่าเจอปัญหาถอนเงินไม่ได้ ไม่พอ เขายังบลัฟ opensea ด้วยว่าลูกค้าขายงานได้ แต่ถอนเงินไม่ได้

Opensea ถอนเงินไม่ได้ ตรงนี้แหละครับคือตัวกระตุกต่อมเอ๊ะของผมดังมาก เพราะ opensea อ่ะ ผู้ใช้ connect wallet เข้ากับ marketplace โดยตรง ซื้อขายกันเกิดขึ้น เงินวิ่งเข้าวิ่งออก wallet ของแต่ละคนโดยตรงเลย opensea เก็บแค่ค่า fee ในการใช้ platform ไม่เก็บเงินลูกค้าไว้ แถมปีนี้ค่า gas fee ก็ถูกกว่า bull run cycle 2020 มาก ตอนนี้ค่า gas fee ประมาณ 0.0001 ETH (แต่มันก็แพงกว่า BTC อยู่ดีอ่ะครับ)

ผมเลยเอาเรื่องนี้ไปปรึกษาพี่บิท แต่แอดมินมาคุยกับผมแทน ทางแอดมินแจ้งว่ายังไม่เคยมีเพื่อนๆมาปรึกษาเรื่องนี้ กรณีที่ผมทักมาถามนี่เป็นรายแรกเลย แต่แอดมินให้ความเห็นไปในทางเดียวกับสมมุติฐานของผมว่าน่าจะ scam ในเวลาเดียวกับผมเอาเรื่องนี้ไปถามในเพจ NFT community คนไทนด้วย ได้รับการ confirm ชัดเจนว่า scam และมีคนไม่น้อยโดนหลอก หลังจากที่ผมรู้ที่มาแล้ว ผมเลยเล่นสงครามปั่นประสาท scammer ทั้งสองคนนี้ครับ เพื่อดูว่าหลอกหลวงมิจฉาชีพจริงมั้ย

โดยวันที่ 30 กย. ผมเลยปั่นประสาน scammer ทั้งสองรายนี้ โดยการ mint ผลงานที่เขาเสนอซื้อนั่นแหละ ขึ้น opensea แล้วส่งข้อความไปบอกว่า

mint ให้แล้วนะ แต่เงินไม่พอจริงๆว่ะโทษที เลย mint ขึ้น opensea แทน พอดีบ้านจน ทำได้แค่นี้ไปถึงแค่ opensea รีบไปซื้อล่ะ มีคนจ้องจะคว้างานผมเยอะอยู่ ผมไม่คิด royalty fee ด้วยนะเฮ้ย เอาไปขายต่อไม่ต้องแบ่งกำไรกับผม

เท่านั้นแหละครับ สงครามจิตวิทยาก็เริ่มขึ้น แต่เขาจนมุม กลืนน้ำลายตัวเอง ช็อตเด็ดคือ

เขา : เนี่ยอุส่ารอ บอกเพื่อนในทีมว่าวันจันทร์ที่ 30 กย. ได้ของแน่ๆ เพื่อนๆในทีมเห็นงานผมแล้วมันสวยจริง เลยใส่เงินเต็มที่ 9.3ETH (+ capture screen ส่งตัวเลขยอดเงินมาให้ดู)ไว้รอโดยเฉพาะเลยนะ ผม : เหรอ ... งั้น ขอดู wallet address ที่มี transaction มาให้ดูหน่อยสิ เขา : 2ETH นี่มัน 5000$ เลยนะ ผม : แล้วไง ขอดู wallet address ที่มีการเอายอดเงิน 9.3ETH มาให้ดูหน่อย ไหนบอกว่าเตรียมเงินไว้มากแล้วนี่ ขอดูหน่อย ว่าใส่ไว้เมื่อไหร่ ... เอามาแค่ adrress นะเว้ย ไม่ต้องทะลึ่งส่ง seed มาให้ เขา : ส่งรูปเดิม 9.3 ETH มาให้ดู ผม : รูป screenshot อ่ะ มันไม่มีความหมายหรอกเว้ย ตัดต่อเอาก็ได้ง่ายจะตาย เอา transaction hash มาดู ไหนว่าเตรียมเงินไว้รอ 9.3ETH แล้วอยากซื้องานผมจนตัวสั่นเลยไม่ใช่เหรอ ถ้าจะส่ง wallet address มาให้ดู หรือจะช่วยส่ง 0.15ETH มาให้ยืม mint งานก่อน แล้วมากดซื้อ 2ETH ไป แล้วผมใช้ 0.15ETH คืนให้ก็ได้ จะซื้อหรือไม่ซื้อเนี่ย เขา : จะเอา address เขาไปทำไม ผม : ตัดจบ รำคาญ ไม่ขายให้ละ เขา : 2ETH = 5000 USD เลยนะ ผม : แล้วไง

ผมเลยเขียนบทความนี้มาเตือนเพื่อนๆพี่ๆทุกคนครับ เผื่อใครกำลังเปิดพอร์ตทำธุรกิจขาย digital art online แล้วจะโชคดี เจอของดีแบบผม

---

ทำไมผมถึงมั่นใจว่ามันคือการหลอกหลวง แล้วคนโกงจะได้อะไร

อันดับแรกไปพิจารณาดู opensea ครับ เป็นเวบ NFTmarketplace ที่ volume การซื้อขายสูงที่สุด เขาไม่เก็บเงินของคนจะซื้อจะขายกันไว้กับตัวเอง เงินวิ่งเข้าวิ่งออก wallet ผู้ซื้อผู้ขายเลย ส่วนทางเวบเก็บค่าธรรมเนียมเท่านั้น แถมค่าธรรมเนียมก็ถูกกว่าเมื่อปี 2020 เยอะ ดังนั้นการที่จะไปลงขายงานบนเวบ NFT อื่นที่ค่า fee สูงกว่ากันเป็นร้อยเท่า ... จะทำไปทำไม

ผมเชื่อว่า scammer โกงเงินเจ้าของผลงานโดยการเล่นกับความโลภและความอ่อนประสบการณ์ของเจ้าของผลงานครับ เมื่อไหร่ก็ตามที่เจ้าของผลงานโอน ETH เข้าไปใน wallet เวบนั้นเมื่อไหร่ หรือเมื่อไหร่ก็ตามที่จ่ายค่า fee ในการ mint งาน เงินเหล่านั้นสิ่งเข้ากระเป๋า scammer ทันที แล้วก็จะมีการเล่นตุกติกต่อแน่นอนครับ เช่นถอนไม่ได้ หรือซื้อไม่ได้ ต้องโอนเงินมาเพิ่มเพื่อปลดล็อค smart contract อะไรก็ว่าไป แล้วคนนิสัยไม่ดีพวกเนี้ย ก็จะเล่นกับความโลภของคน เอาราคาเสนอซื้อที่สูงโคตรๆมาล่อ ... อันนี้ไม่ว่ากัน เพราะบนโลก NFT รูปภาพบางรูปที่ไม่ได้มีความเป็นศิลปะอะไรเลย มันดันขายกันได้ 100 - 150 ETH ศิลปินที่พยายามสร้างตัวก็อาจจะมองว่า ผลงานเรามีคนรับซื้อ 2 - 4 ETH ต่องานมันก็มากพอแล้ว (จริงๆมากเกินจนน่าตกใจด้วยซ้ำครับ)

บนโลกของ BTC ไม่ต้องเชื่อใจกัน โอนเงินไปหากันได้ ปิดสมุดบัญชีได้โดยไม่ต้องเชื่อใจกัน

บบโลกของ ETH "code is law" smart contract มีเขียนอยู่แล้ว ไปอ่าน มันไม่ได้ยากมากในการทำความเข้าใจ ดังนั้น การจะมาเชื่อคำสัญญาจากคนด้วยกัน เป็นอะไรที่ไม่มีเหตุผล

ผมไปเล่าเรื่องเหล่านี้ให้กับ community งานศิลปะ ก็มีทั้งเสียงตอบรับที่ดี และไม่ดีปนกันไป มีบางคนยืนยันเสียงแข็งไปในทำนองว่า ไอ้เรื่องแบบเนี้ยไม่ได้กินเขาหรอก เพราะเขาตั้งใจแน่วแน่ว่างานศิลป์ของเขา เขาไม่เอาเข้ามายุ่งในโลก digital currency เด็ดขาด ซึ่งผมก็เคารพมุมมองเขาครับ แต่มันจะดีกว่ามั้ย ถ้าเราเปิดหูเปิดตาให้ทันเทคโนโลยี โดยเฉพาะเรื่อง digital currency , blockchain โดนโกงทีนึงนี่คือหมดตัวกันง่ายกว่าเงิน fiat อีก

อยากจะมาเล่าให้ฟังครับ และอยากให้ช่วยแชร์ไปให้คนรู้จักด้วย จะได้ระวังตัวกัน

Note

• ภาพประกอบ cyber security ทั้งสองนี่ของผมเองครับ ทำเอง วางขายบน AdobeStock
• อีกบัญชีนึงของผม "HikariHarmony" npub1exdtszhpw3ep643p9z8pahkw8zw00xa9pesf0u4txyyfqvthwapqwh48sw กำลังค่อยๆเอาผลงานจากโลกข้างนอกเข้ามา nostr ครับ ตั้งใจจะมาสร้างงานศิลปะในนี้ เพื่อนๆที่ชอบงาน จะได้ไม่ต้องออกไปหาที่ไหน

ผลงานของผมครับ - Anime girl fanarts : HikariHarmony - HikariHarmony on Nostr - General art : KeshikiRakuen - KeshikiRakuen อาจจะเป็นบัญชี nostr ที่สามของผม ถ้าไหวครับ

@ 8947a945:9bfcf626

Hello everyone on Nostr and all my watchersand followersfrom DeviantArt, as well as those from other art platforms

I have been creating and sharing AI-generated anime girl fanart since the beginning of 2024 and have been running member-exclusive content on Patreon.

I also publish showcases of my artworks to Deviantart. I organically build up my audience from time to time. I consider it as one of my online businesses of art. Everything is slowly growing

On September 16, I received a DM from someone expressing interest in purchasing my art in NFT format and offering a very high price for each piece. We later continued the conversation via email.

Here’s a brief overview of what happened

• The first scammer selected the art they wanted to buy and offered a high price for each piece. They provided a URL to an NFT marketplace site running on the Ethereum (ETH) mainnet or ERC20. The site appeared suspicious, requiring email sign-up and linking a MetaMask wallet. However, I couldn't change the wallet address later. The minting gas fees were quite expensive, ranging from 0.15 to 0.2 ETH

• The scammers tried to convince me that the high profits would easily cover the minting gas fees, so I had nothing to lose. Luckily, I didn’t have spare funds to purchase ETH for the gas fees at the time, so I tried negotiating with them as follows:

• I offered to send them a lower-quality version of my art via email in exchange for the minting gas fees, but they refused.

• I offered them the option to pay in USD through Buy Me a Coffee shop here, but they refused.
• I offered them the option to pay via Bitcoin using the Lightning Network invoice , but they refused.
• I asked them to wait until I could secure the funds, and they agreed to wait.

The following week, a second scammer approached me with a similar offer, this time at an even higher price and through a different NFT marketplace website.

This second site also required email registration, and after navigating to the dashboard, it asked for a minting fee of 0.2 ETH. However, the site provided a wallet address for me instead of connecting a MetaMask wallet.

I told the second scammer that I was waiting to make a profit from the first sale, and they asked me to show them the first marketplace. They then warned me that the first site was a scam and even sent screenshots of victims, including one from OpenSea saying that Opensea is not paying.

This raised a red flag, and I began suspecting I might be getting scammed. On OpenSea, funds go directly to users' wallets after transactions, and OpenSea charges a much lower platform fee compared to the previous crypto bull run in 2020. Minting fees on OpenSea are also significantly cheaper, around 0.0001 ETH per transaction.

I also consulted with Thai NFT artist communities and the ex-chairman of the Thai Digital Asset Association. According to them, no one had reported similar issues, but they agreed it seemed like a scam.

After confirming my suspicions with my own research and consulting with the Thai crypto community, I decided to test the scammers’ intentions by doing the following

I minted the artwork they were interested in, set the price they offered, and listed it for sale on OpenSea. I then messaged them, letting them know the art was available and ready to purchase, with no royalty fees if they wanted to resell it.

They became upset and angry, insisting I mint the art on their chosen platform, claiming they had already funded their wallet to support me. When I asked for proof of their wallet address and transactions, they couldn't provide any evidence that they had enough funds.

Here’s what I want to warn all artists in the DeviantArt community or other platforms If you find yourself in a similar situation, be aware that scammers may be targeting you.

---

My Perspective why I Believe This is a Scam and What the Scammers Gain

From my experience with BTC and crypto since 2017, here's why I believe this situation is a scam, and what the scammers aim to achieve

First, looking at OpenSea, the largest NFT marketplace on the ERC20 network, they do not hold users' funds. Instead, funds from transactions go directly to users’ wallets. OpenSea’s platform fees are also much lower now compared to the crypto bull run in 2020. This alone raises suspicion about the legitimacy of other marketplaces requiring significantly higher fees.

I believe the scammers' tactic is to lure artists into paying these exorbitant minting fees, which go directly into the scammers' wallets. They convince the artists by promising to purchase the art at a higher price, making it seem like there's no risk involved. In reality, the artist has already lost by paying the minting fee, and no purchase is ever made.

In the world of Bitcoin (BTC), the principle is "Trust no one" and “Trustless finality of transactions” In other words, transactions are secure and final without needing trust in a third party.

In the world of Ethereum (ETH), the philosophy is "Code is law" where everything is governed by smart contracts deployed on the blockchain. These contracts are transparent, and even basic code can be read and understood. Promises made by people don’t override what the code says.

I also discuss this issue with art communities. Some people have strongly expressed to me that they want nothing to do with crypto as part of their art process. I completely respect that stance.

However, I believe it's wise to keep your eyes open, have some skin in the game, and not fall into scammers’ traps. Understanding the basics of crypto and NFTs can help protect you from these kinds of schemes.

If you found this article helpful, please share it with your fellow artists.

Until next time Take care

Note

• Both cyber security images are mine , I created and approved by AdobeStock to put on sale
• I'm working very hard to bring all my digital arts into Nostr to build my Sats business here to my another npub "HikariHarmony" npub1exdtszhpw3ep643p9z8pahkw8zw00xa9pesf0u4txyyfqvthwapqwh48sw

Link to my full gallery - Anime girl fanarts : HikariHarmony - HikariHarmony on Nostr - General art : KeshikiRakuen

@ cb4352cd:a16422d7

Artificial intelligence is no longer just a buzzword — it’s becoming the quiet powerhouse behind many of the most meaningful changes in financial services. From helping people access credit to stopping fraud in its tracks, AI is making the financial world faster, smarter, and more personal.

Smarter Risk Management

Until recently, getting a loan meant paperwork, credit history checks, and plenty of waiting. But now, AI models can process huge amounts of data — including mobile usage and online behavior — to help lenders better understand a borrower’s real financial picture.

Startups like Upstart and Zest AI are making credit more inclusive by moving beyond legacy scoring models and enabling access to financing for underserved communities.

Personalized Financial Services

Robo-advisors like Betterment and Wealthfront are already using AI to build investment portfolios tailored to individual users. Digital banks use machine learning to analyze spending, offer savings tips, or spot unusual charges.

Meanwhile, virtual assistants and intelligent chatbots help customers manage finances without ever speaking to a human. The result? Financial tools that feel personal — and actually useful.

Fighting Fraud in Real Time

AI is becoming essential in financial security. Firms like Darktrace and Feedzai deploy AI systems that monitor transaction data in real time and flag anything suspicious. They learn from each interaction, making fraud detection faster and more accurate over time.

And in compliance, AI-powered tools can digest dense regulatory texts and help institutions stay within complex legal boundaries.

AI in Trading and Asset Management

In the world of trading, AI is now a key player. Quantitative funds use it to test strategies, scan headlines, and model price movements in seconds. Machine learning enables more nuanced, high-frequency trading — and can even spot trends before humans notice.

The Road Ahead: AI as a Financial Foundation

What once sounded futuristic is now foundational. AI is being woven into nearly every layer of financial services — and the impact is only just beginning.

The Beyond Banking Conference by WeFi will explore what’s next. From ethical AI use to the automation of banking infrastructure, the event will bring together leaders from FinTech, Web3, and AI to map the future of finance.

AI may not replace human judgment — but it’s already changing how we understand money, trust, and access.

@ e6817453:b0ac3c39

Hey folks, today we're diving into an exciting and emerging topic: personal artificial intelligence (PAI) and its connection to sovereignty, privacy, and ethics. With the rapid advancements in AI, there's a growing interest in the development of personal AI agents that can work on behalf of the user, acting autonomously and providing tailored services. However, as with any new technology, there are several critical factors that shape the future of PAI. Today, we'll explore three key pillars: privacy and ownership, explainability, and bias.

1. Privacy and Ownership: Foundations of Personal AI

At the heart of personal AI, much like self-sovereign identity (SSI), is the concept of ownership. For personal AI to be truly effective and valuable, users must own not only their data but also the computational power that drives these systems. This autonomy is essential for creating systems that respect the user's privacy and operate independently of large corporations.

In this context, privacy is more than just a feature—it's a fundamental right. Users should feel safe discussing sensitive topics with their AI, knowing that their data won’t be repurposed or misused by big tech companies. This level of control and data ownership ensures that users remain the sole beneficiaries of their information and computational resources, making privacy one of the core pillars of PAI.

2. Bias and Fairness: The Ethical Dilemma of LLMs

Most of today’s AI systems, including personal AI, rely heavily on large language models (LLMs). These models are trained on vast datasets that represent snapshots of the internet, but this introduces a critical ethical challenge: bias. The datasets used for training LLMs can be full of biases, misinformation, and viewpoints that may not align with a user’s personal values.

This leads to one of the major issues in AI ethics for personal AI—how do we ensure fairness and minimize bias in these systems? The training data that LLMs use can introduce perspectives that are not only unrepresentative but potentially harmful or unfair. As users of personal AI, we need systems that are free from such biases and can be tailored to our individual needs and ethical frameworks.

Unfortunately, training models that are truly unbiased and fair requires vast computational resources and significant investment. While large tech companies have the financial means to develop and train these models, individual users or smaller organizations typically do not. This limitation means that users often have to rely on pre-trained models, which may not fully align with their personal ethics or preferences. While fine-tuning models with personalized datasets can help, it's not a perfect solution, and bias remains a significant challenge.

3. Explainability: The Need for Transparency

One of the most frustrating aspects of modern AI is the lack of explainability. Many LLMs operate as "black boxes," meaning that while they provide answers or make decisions, it's often unclear how they arrived at those conclusions. For personal AI to be effective and trustworthy, it must be transparent. Users need to understand how the AI processes information, what data it relies on, and the reasoning behind its conclusions.

Explainability becomes even more critical when AI is used for complex decision-making, especially in areas that impact other people. If an AI is making recommendations, judgments, or decisions, it’s crucial for users to be able to trace the reasoning process behind those actions. Without this transparency, users may end up relying on AI systems that provide flawed or biased outcomes, potentially causing harm.

This lack of transparency is a major hurdle for personal AI development. Current LLMs, as mentioned earlier, are often opaque, making it difficult for users to trust their outputs fully. The explainability of AI systems will need to be improved significantly to ensure that personal AI can be trusted for important tasks.

Addressing the Ethical Landscape of Personal AI

As personal AI systems evolve, they will increasingly shape the ethical landscape of AI. We’ve already touched on the three core pillars—privacy and ownership, bias and fairness, and explainability. But there's more to consider, especially when looking at the broader implications of personal AI development.

Most current AI models, particularly those from big tech companies like Facebook, Google, or OpenAI, are closed systems. This means they are aligned with the goals and ethical frameworks of those companies, which may not always serve the best interests of individual users. Open models, such as Meta's LLaMA, offer more flexibility and control, allowing users to customize and refine the AI to better meet their personal needs. However, the challenge remains in training these models without significant financial and technical resources.

There’s also the temptation to use uncensored models that aren’t aligned with the values of large corporations, as they provide more freedom and flexibility. But in reality, models that are entirely unfiltered may introduce harmful or unethical content. It’s often better to work with aligned models that have had some of the more problematic biases removed, even if this limits some aspects of the system’s freedom.

The future of personal AI will undoubtedly involve a deeper exploration of these ethical questions. As AI becomes more integrated into our daily lives, the need for privacy, fairness, and transparency will only grow. And while we may not yet be able to train personal AI models from scratch, we can continue to shape and refine these systems through curated datasets and ongoing development.

Conclusion

In conclusion, personal AI represents an exciting new frontier, but one that must be navigated with care. Privacy, ownership, bias, and explainability are all essential pillars that will define the future of these systems. As we continue to develop personal AI, we must remain vigilant about the ethical challenges they pose, ensuring that they serve the best interests of users while remaining transparent, fair, and aligned with individual values.

If you have any thoughts or questions on this topic, feel free to reach out—I’d love to continue the conversation!

@ b99efe77:f3de3616

asfadfadsf

afasdfasdfsadf

Places & Transitions

• Places:

• Bla bla bla: some text

• Transitions:

• start: Initializes the system.
• logTask: bla bla bla.

petrinet ;startDay () -> working ;stopDay working -> () ;startPause working -> paused ;endPause paused -> working ;goSmoke working -> smoking ;endSmoke smoking -> working ;startEating working -> eating ;stopEating eating -> working ;startCall working -> onCall ;endCall onCall -> working ;startMeeting working -> inMeetinga ;endMeeting inMeeting -> working ;logTask working -> working

@ 526bec6a:07c68d13

01: Counterfeiting Money002: Credit Card Fraud003: Making Plastic Explosives from Bleach004: Picking Master Locks005: The Arts of Lockpicking I006: The Arts of Lockpicking II007: Solidox Bombs008: High Tech Revenge: The Beigebox (NEW Revision 4.14)009: CO2 Bombs010: Thermite Bombs (NEW Rivision, 4.14)011: Touch Explosives012: Letter Bombs013: Paint Bombs014: Ways to send a car to HELL015: Do ya hate school? (NEW Revision, 4.14)016: Phone related vandalism017: Highway police radar jamming018: Smoke Bombs019: Mail Box Bombs020: Hotwiring cars021: Napalm022: Fertilizer Bomb023: Tennis Ball Bomb024: Diskette Bombs025: Unlisted Phone Numbers (NEW Revision, 4.14)026: Fuses027: How to make Potassium Nitrate028: Exploding Lightbulbs029: Under water igniters030: Home-brew blast cannon031: Chemical Equivalency List032: Phone Taps033: Landmines034: A different kind of Molitov Cocktail035: Phone Systems Tutorial I036: Phone Systems Tutorial II037: Basic Alliance Teleconferencing038: Aqua Box Plans039: Hindenberg Bomb040: How to Kill Someone with your Bare Hands041: Phone Systems Tutorial III042: Black Box Plans043: The Blotto Box044: Blowgun045: Brown Box Plans046: Calcium Carbide Bomb047: More Ways to Send a Car to Hell048: Ripping off Change Machines (NEW Revision, 4.14)049: Clear Box Plans050: CNA Number Listing051: Electronic Terrorism052: How to Start a Conference w/o 2600hz or M-F053: Dynamite054: Auto Exhaust Flame Thower055: How to Break into BBS Express056: Firebomb057: Fuse Bomb058: Generic Bomb059: Green Box Plans060: Portable Grenade Launcher061: Basic Hacking Tutorial I062: Basic Hacking Tutorial II063: Hacking DEC's064: Harmless Bombs 065: Breaking into Houses (NEW Revision, 4.14)066: Hypnotism067: Remote Informer Issue #1068: Jackpotting ATM Machines069: Jug Bomb070: Fun at K-Mart071: Mace Substitute072: How to Grow Marijuana073: Match Head Bomb074: Terrorizing McDonalds075: "Mentor's" Last Words076: The Myth of the 2600hz Detector077: Blue Box Plans (Ye' olde Favorite)078: Napalm II079: Nitroglycerin Recipe080: Operation: Fuckup081: Stealing Calls from Payphones082: Pool Fun (NEW Revision, 4.14)083: Free Postage084: Unstable Explosives085: Weird Drugs086: The Art of Carding087: Recognizing Credit Cards088: How to Get a New Identity089: Remote Informer Issue #2090: Remote Informer Issue #3091: Remote Informer Issue #4092: Remote Informer Issue #5093: Phreaker's Guide to Loop Lines094: Ma-Bell Tutorial095: Getting Money out of Pay Phones096: Computer-based PBX097: PC-Pursuit Port Statistics098: Pearl Box Plans099: The Phreak File100: Red Box Plans101: RemObs102: Scarlet Box Plans103: Silver Box Plans104: Bell Trashing105: Canadian WATS Phonebook106: Hacking TRW107: Hacking VAX & UNIX108: Verification Circuits109: White Box Plans110: The BLAST Box111: Dealing with the Rate & Route Operator112: Cellular Phone Phreaking113: Cheesebox Plans114: How to Start Your Own Conferences115: Gold Box Plans116: The History of ESS117: The Lunch Box118: Olive Box Plans119: The Tron Box120: More TRW Info121: "Phreaker's Phunhouse"122: Phrack Magazine - Vol. 3, Issue 27 (Intro to MIDNET)123: Phrack Magazine - Vol. 3, Issue 27 (The Making of a Hacker)124: Phrack Magazine - Vol. 3, Issue 28 (Network Miscellany)125: Phrack Magazine - Vol. 3, Issue 28 (Pearl Box Schematic)126: Phrack Magazine - Vol. 3, Issue 28 (Snarfing Remote Files)127: Phrack Magazine - Vol. 3, Issue 30 (Western Union, Telex, TWX & Time Service)128: Phrack Magazine - Vol. 3, Issue 30 (Hacking & Tymnet)129: Phrack Magazine - Vol. 3, Issue 30 (The DECWRL Mail Gateway)130: Sodium Chlorate131: Mercury Fulminate132: Improvised Black Powder 133: Nitric Acid134: Dust Bomb Instructions135: Carbon-Tet Explosive136: Making Picric Acid from Aspirin137: Reclamation of RDX from C-4 Explosives138: Egg-based Gelled Flame Fuels139: Clothespin Switch140: Flexible Plate Switch141: Low Signature Systems (Silencers)142: Delay Igniter From Cigarette143: Nicotine144: Dried Seed Timer145: Nail Grenade146: Bell Glossary147: Phone Dial Locks -- How to Beat'em148: Exchange Scanning149: A Short History of Phreaking150: "Secrets of the Little Blue Box" (story)151: The History of British Phreaking152: "Bad as Shit" (story)153: Telenet154: Fucking with the Operator155: Phrack Magazine - Vol. 1, Issue 1 (The Phone Preak's Fry-Um Guide)156: International Country Code Listing157: Infinity Transmitter Schematic and Plans158: LSD159: Bananas160: Yummy Marihuana Recipes161: Peanuts162: Chemical Fire Bottle163: Igniter from Book Matches164: "Red or White Powder" Propellant165: Pipe Hand Grenade166: European Credit Card Fraud (Written by Creditman! A Cookbook IV Recap!!)167: Potassium Bomb168: Your Legal Rights (For adults, or some of us think we are)169: Juvenile Offenders' Rights170: Down The Road Missle171: Fun With ShotGunn Shells172: Surveillance Equipment173: Drip Timer174: Stealing175: Miscellaneous176: Shaving cream bomb177: Ripping off change machines 2178: Lockpicking the EASY way179: Anarchy 'N' Explosives Prelude180: Anarchy 'N' Explosives Vol. 1181: Anarchy 'N' Explosives Vol. 2182: Anarchy 'N' Explosives Vol. 3183: Anarchy 'N' Explosives Vol. 4184: Anarchy 'N' Explosives Vol. 5185: Explosives and Propellants186: Lockpicking 3187: Chemical Equivalent List 2188: Nitroglycerin 2189: Cellulose Nitrate190: Starter Explosives191: Flash Powder192: Exploding Pens193: Revised Pipe Bombs 4.14194: * SAFETY * A MUST READ!195: Ammonium TriIodide196: Sulfuric Acid / Ammonium Nitrate III197: Black Powder 3198: Nitrocellulose199: R.D.X. (Revised 4.14)200: The Black Gate BBS 201: ANFOS202: Picric Acid 2203: Bottled Explosives204: Dry Ice205: Fuses / Ignitors / Delays206: Film Canister Bombs207: Book Bombs208: Phone Bombs209: Special Ammunition210: Rocketry211: Pipe Cannon 2212: Smoke Bombs 4.14213: Firecrackers214: Suppliers II215: Lab-Raid Checklist216: Misc. Anarchy217: LockPicking 4218: Misc. Anarchy II219: -* THERMITE 4 Index of Additions to the Anarchist Cookbook

---

1. Ripping off Coke Machines
2. Build an original style zip gun
3. Diary of a hacker part one
4. Diary of a hacker part two
5. How to create a new identity
6. Findind Security Holes
7. Hacking techniques
8. Composite Rocket Fuels
9. The Complete Social Engineering faq's
10. Association Betting System
11. The Beginners Betting System
12. The Dream Racing System
13. The NetProfits Racing Plan
14. The Professional Betting System
15. Unix Hacking Tutorial
16. Extract from the New York Times
17. Unix Hacking Commands
18. Home Brew Blast Cannon
19. Down The Road Missile
20. Internet email security
21. Pneumatic spud gun
22. The School Stoppers Textbook
23. The Big Book of Mischief
24. Terror Handbook - 100% bombs and explosives
25. Beginners guide to hacking and phreaking
26. Easy Grenades/Rockets
27. toilet bowl cleaner Bomb
28. Blowgun![

@ 526bec6a:07c68d13

Let’s talk about a straightforward betting strategy that’s been around for years, often used by folks who treat horse racing more like a business than a gamble. This method is all about following a clear staking plan to aim for a small, consistent profit per race—without needing to be a racing expert. I’ll break it down step-by-step so it’s easy to understand, even if you’re new to this! The Goal: Small, Steady Wins The idea here is to aim for a target profit (T) of 5 points per race. Think of a "point" as a unit of money you decide on—it could be $50, $1, or whatever you’re comfortable with. For example, I use a starting bank of $200, and I set each point at $1. So, 5 points = $5 profit per race. Important Rule: Once you pick the value of a point, stick with it throughout the entire betting sequence. Don’t change it, no matter what happens! Why This Works (Even If You Know Nothing About Racing) This plan is designed so that you’ll eventually win, even if you’re clueless about horses. The catch? You need to be patient and okay with small profits per point because the stakes (the amount you bet) can grow after each loss. For example: If you set each point at £1 and lose 10 races in a row, your 11th bet would need to recover $55 (your target plus losses). If you set each point at 25p, you’d only need to recover $13.75 after 10 losses. See the difference? Lower point values mean smaller risks, but also smaller profits. Pick a point value that matches the risk you’re willing to take and the profit you want to make. How the Staking Plan Works Here’s the basic idea: you start with a target profit of 5 points per race. If you lose, you add your loss to the next race’s target. If you win, you subtract your gain. The goal is to keep going until you hit your total profit target, then start over. Let’s break down the key terms: T (Target): Your profit goal for the race (starts at 5 points). T + L: Your target plus any losses from previous races (or minus any gains if you won). S (Stake): How much you bet on the race. R (Result): Whether you won (e.g., 2-1 means the horse paid 2-to-1 odds) or lost (L). W (Points Won): How many points you gained from a win. L (Points Lost): How many points you lost from a bet. AWL (Running Total): Your accumulated wins and losses over the sequence. Once you reach your overall profit goal (like 40 points in the example below), you take your winnings and start the sequence over with a 5-point target. Example Sequence: Watch It in Action Here’s a sample sequence to show how this plays out. I’m using a 1-per-point value for simplicity:What happened here? In Race 1, I aimed for 5 points but lost my 2-point stake, so my running total is -2. In Race 2, I added my loss (2) to the new target (10), so I’m aiming for 12 points. I lost again, so my running total drops to -6. By Race 8, I finally hit a big win (4-1 odds), gaining 44 points. My running total jumps to +50, which exceeds my overall target of 40 points. I take my profit ($50 if each point is $1) and start over in Race 9 with a 5-point target. How to Calculate Your Stake To figure out how much to bet (your stake), take your T + L (target plus losses) and divide by 3, rounding to the nearest whole number. Why 3? Because you want to bet on horses with odds of 3-1 or higher. A win at those odds will cover all your losses and give you your target profit. For example: In Race 4, my T + L is 33. Divide by 3: 33 ÷ 3 = 11. So, I bet 11 points. My horse wins at 2-1 odds, so I get 22 points back (11 × 2). This clears my losses and gives me a profit. Pro Tip: Stick to odds of evens (1-1) or higher. Many pros avoid “odds-on” bets (like 1-2) because they don’t pay enough to make this system work well. Tips to Make This Work for You Pick Your Races Wisely: You don’t have to bet on every race. Some pros bet on every race at a meeting (e.g., 6 races a day, 36 bets a week), but I recommend being selective. Consider using a professional tipping service for better picks—newspaper tips can be risky (one “expert” once picked 30 losers in a row!). Spread Your Bets: Use 3 or 4 different bookmakers. No single bookie will be happy if you keep winning over time. Account for Betting Tax (If Applicable): If there’s a tax on your bets, add it to your next race’s target. This way, the system covers the tax for you. Be Prepared for Losing Streaks: Even with careful picks, you might hit a string of losses. That’s why you keep your point value low—so your stakes don’t balloon too much. Why This Is a “Business,” Not Gambling People who use this method don’t see it as gambling—they treat racing like a business. The key is patience and discipline. A single win at 3-1 odds or higher will wipe out all your losses and deliver your target profit. It’s a slow grind, but it’s designed to keep you in the game long-term. Final Thoughts This staking plan is all about consistency and managing risk. Start with a small bank (like $200), set a point value you’re comfortable with (like 50 or 1), and stick to the rules. You don’t need to be a racing genius—just follow the system, bet smart, and wait for that big win to clear your slate and put profit in your pocket. Got questions or want to tweak this for your own style? Let me know, and I’ll help you fine-tune your approach! Happy betting!

@ e6817453:b0ac3c39

In the modern world of AI, managing vast amounts of data while keeping it relevant and accessible is a significant challenge, mainly when dealing with large language models (LLMs) and vector databases. One approach that has gained prominence in recent years is integrating vector search with metadata, especially in retrieval-augmented generation (RAG) pipelines. Vector search and metadata enable faster and more accurate data retrieval. However, the process of pre- and post-search filtering results plays a crucial role in ensuring data relevance.

The Vector Search and Metadata Challenge

In a typical vector search, you create embeddings from chunks of text, such as a PDF document. These embeddings allow the system to search for similar items and retrieve them based on relevance. The challenge, however, arises when you need to combine vector search results with structured metadata. For example, you may have timestamped text-based content and want to retrieve the most relevant content within a specific date range. This is where metadata becomes critical in refining search results.

Unfortunately, most vector databases treat metadata as a secondary feature, isolating it from the primary vector search process. As a result, handling queries that combine vectors and metadata can become a challenge, particularly when the search needs to account for a dynamic range of filters, such as dates or other structured data.

LibSQL and vector search metadata

LibSQL is a more general-purpose SQLite-based database that adds vector capabilities to regular data. Vectors are presented as blob columns of regular tables. It makes vector embeddings and metadata a first-class citizen that naturally builds deep integration of these data points.

create table if not exists conversation ( id varchar(36) primary key not null, startDate real, endDate real, summary text, vectorSummary F32_BLOB(512) );

It solves the challenge of metadata and vector search and eliminates impedance between vector data and regular structured data points in the same storage.

As you can see, you can access vector-like data and start date in the same query.

select c.id ,c.startDate, c.endDate, c.summary, vector_distance_cos(c.vectorSummary, vector(${vector})) distance from conversation where ${startDate ? `and c.startDate >= ${startDate.getTime()}` : ''} ${endDate ? `and c.endDate <= ${endDate.getTime()}` : ''} ${distance ? `and distance <= ${distance}` : ''} order by distance limit ${top};

vector_distance_cos calculated as distance allows us to make a primitive vector search that does a full scan and calculates distances on rows. We could optimize it with CTE and limit search and distance calculations to a much smaller subset of data.

This approach could be calculation intensive and fail on large amounts of data.

Libsql offers a way more effective vector search based on FlashDiskANN vector indexed.

vector_top_k('idx_conversation_vectorSummary', ${vector} , ${top}) i

vector_top_k is a table function that searches for the top of the newly created vector search index. As you can see, we could use only vector as a function parameter, and other columns could be used outside of the table function. So, to use a vector index together with different columns, we need to apply some strategies.

Now we get a classical problem of integration vector search results with metadata queries.

Post-Filtering: A Common Approach

The most widely adopted method in these pipelines is post-filtering. In this approach, the system first retrieves data based on vector similarities and then applies metadata filters. For example, imagine you’re conducting a vector search to retrieve conversations relevant to a specific question. Still, you also want to ensure these conversations occurred in the past week.

Post-filtering allows the system to retrieve the most relevant vector-based results and subsequently filter out any that don’t meet the metadata criteria, such as date range. This method is efficient when vector similarity is the primary factor driving the search, and metadata is only applied as a secondary filter.

const sqlQuery = ` select c.id ,c.startDate, c.endDate, c.summary, vector_distance_cos(c.vectorSummary, vector(${vector})) distance from vector_top_k('idx_conversation_vectorSummary', ${vector} , ${top}) i inner join conversation c on i.id = c.rowid where ${startDate ? `and c.startDate >= ${startDate.getTime()}` : ''} ${endDate ? `and c.endDate <= ${endDate.getTime()}` : ''} ${distance ? `and distance <= ${distance}` : ''} order by distance limit ${top};

However, there are some limitations. For example, the initial vector search may yield fewer results or omit some relevant data before applying the metadata filter. If the search window is narrow enough, this can lead to complete results.

One working strategy is to make the top value in vector_top_K much bigger. Be careful, though, as the function's default max number of results is around 200 rows.

Pre-Filtering: A More Complex Approach

Pre-filtering is a more intricate approach but can be more effective in some instances. In pre-filtering, metadata is used as the primary filter before vector search takes place. This means that only data that meets the metadata criteria is passed into the vector search process, limiting the scope of the search right from the beginning.

While this approach can significantly reduce the amount of irrelevant data in the final results, it comes with its own challenges. For example, pre-filtering requires a deeper understanding of the data structure and may necessitate denormalizing the data or creating separate pre-filtered tables. This can be resource-intensive and, in some cases, impractical for dynamic metadata like date ranges.

In certain use cases, pre-filtering might outperform post-filtering. For instance, when the metadata (e.g., specific date ranges) is the most important filter, pre-filtering ensures the search is conducted only on the most relevant data.

Pre-filtering with distance-based filtering

So, we are getting back to an old concept. We do prefiltering instead of using a vector index.

WITH FilteredDates AS ( SELECT c.id, c.startDate, c.endDate, c.summary, c.vectorSummary FROM YourTable c WHERE ${startDate ? `AND c.startDate >= ${startDate.getTime()}` : ''} ${endDate ? `AND c.endDate <= ${endDate.getTime()}` : ''} ), DistanceCalculation AS ( SELECT fd.id, fd.startDate, fd.endDate, fd.summary, fd.vectorSummary, vector_distance_cos(fd.vectorSummary, vector(${vector})) AS distance FROM FilteredDates fd ) SELECT dc.id, dc.startDate, dc.endDate, dc.summary, dc.distance FROM DistanceCalculation dc WHERE 1=1 ${distance ? `AND dc.distance <= ${distance}` : ''} ORDER BY dc.distance LIMIT ${top};

It makes sense if the filter produces small data and distance calculation happens on the smaller data set.

As a pro of this approach, you have full control over the data and get all results without omitting some typical values for extensive index searches.

Choosing Between Pre and Post-Filtering

Both pre-filtering and post-filtering have their advantages and disadvantages. Post-filtering is more accessible to implement, especially when vector similarity is the primary search factor, but it can lead to incomplete results. Pre-filtering, on the other hand, can yield more accurate results but requires more complex data handling and optimization.

In practice, many systems combine both strategies, depending on the query. For example, they might start with a broad pre-filtering based on metadata (like date ranges) and then apply a more targeted vector search with post-filtering to refine the results further.

Conclusion

Vector search with metadata filtering offers a powerful approach for handling large-scale data retrieval in LLMs and RAG pipelines. Whether you choose pre-filtering or post-filtering—or a combination of both—depends on your application's specific requirements. As vector databases continue to evolve, future innovations that combine these two approaches more seamlessly will help improve data relevance and retrieval efficiency further.

@ c4f5e7a7:8856cac7

Best viewed on Habla, YakiHonne or Highlighter.

TL;DR

This article explores the links between public, community-driven data sources (such as OpenStreetMap) and private, cryptographically-owned data found on networks such as Nostr.

The following concepts are explored:

1. Attestations: Users signalling to their social graph that they believe something to be true by publishing Attestations. These social proofs act as a decentralised verification system that leverages your web-of-trust.
2. Proof of Place: An oracle-based system where physical letters are sent to real-world locations, confirming the corresponding digital ownership via cryptographic proofs. This binds physical locations in meatspace with their digital representations in the Nostrverse.
3. Check-ins: Foursquare-style check-ins that can be verified using attestations from place owners, ensuring authenticity. This approach uses web-of-trust to validate check-ins and location ownership over time.

The goal is to leverage cryptographic ownership where necessary while preserving the open, collaborative nature of public data systems.

Open Data in a public commons has a place and should not be thrown out with the Web 2.0 bathwater.

Cognitive Dissonance

Ever since discovering Nostr in August of 2022 I've been grappling with how BTC Map - a project that helps bitcoiners find places to spend sats - should most appropriately use this new protocol.

I am assuming, dear reader, that you are somewhat familiar with Nostr - a relatively new protocol for decentralised identity and communication. If you don’t know your nsec from your npub, please take some time to read these excellent posts: Nostr is Identity for the Internet and The Power of Nostr by @max and @lyn, respectively. Nostr is so much more than a short-form social media replacement.

The social features (check-ins, reviews, etc.) that Nostr unlocks for BTC Map are clear and exciting - all your silos are indeed broken - however, something fundamental has been bothering me for a while and I think it comes down to data ownership.

For those unfamiliar, BTC Map uses OpenStreetMap (OSM) as its main geographic database. OSM is centred on the concept of a commons of objectively verifiable data that is maintained by a global community of volunteer editors; a Wikipedia for maps. There is no data ownership; the data is free (as in freedom) and anyone can edit anything. It is the data equivalent of FOSS (Free and Open Source Software) - FOSD if you will, but more commonly referred to as Open Data.

In contrast, Notes and Other Stuff on Nostr (Places in this cartographic context) are explicitly owned by the controller of the private key. These notes are free to propagate, but they are owned.

How do we reconcile the decentralised nature of Nostr, where data is cryptographically owned by individuals, with the community-managed data commons of OpenStreetMap, where no one owns the data?

Self-sovereign Identity

Before I address this coexistence question, I want to talk a little about identity as it pertains to ownership. If something is to be owned, it has to be owned by someone or something - an identity.

All identities that are not self-sovereign are, by definition, leased to you by a 3rd party. You rent your Facebook identity from Meta in exchange for your data. You rent your web domain from your DNS provider in exchange for your money.

Taken to the extreme, you rent your passport from your Government in exchange for your compliance. You are you at the pleasure of others. Where Bitcoin separates money from the state; Nostr separates identity from the state.

Or, as @nvk said recently: "Don't build your house on someone else's land.".

https://i.nostr.build/xpcCSkDg3uVw0yku.png

While we’ve had the tools for self-sovereign digital identity for decades (think PGP keys or WebAuthN), we haven't had the necessary social use cases nor the corresponding social graph to elevate these identities to the mainstream. Nostr fixes this.

Nostr is PGP for the masses and will take cryptographic identities mainstream.

Full NOSTARD?

Returning to the coexistence question: the data on OpenStreetMap isn’t directly owned by anyone, even though the physical entities the data represents might be privately owned. OSM is a data commons.

We can objectively agree on the location of a tree or a fire hydrant without needing permission to observe and record it. Sure, you could place a tree ‘on Nostr’, but why should you? Just because something can be ‘on Nostr’ doesn’t mean it should be.

https://i.nostr.build/s3So2JVAqoY4E1dI.png

There might be a dystopian future where we can't agree on what a tree is nor where it's located, but I hope we never get there. It's at this point we'll need a Wikifreedia variant of OpenStreetMap.

While integrating Nostr identities into OpenStreetMap would be valuable, the current OSM infrastructure, tools, and community already provide substantial benefits in managing this data commons without needing to go NOSTR-native - there's no need to go Full NOSTARD. H/T to @princeySOV for the original meme.

https://i.nostr.build/ot9jtM5cZtDHNKWc.png

So, how do we appropriately blend cryptographically owned data with the commons?

If a location is owned in meatspace and it's useful to signal that ownership, it should also be owned in cyberspace. Our efforts should therefore focus on entities like businesses, while allowing the commons to manage public data for as long as it can successfully mitigate the tragedy of the commons.

The remainder of this article explores how we can:

1. Verify ownership of a physical place in the real world;
2. Link that ownership to the corresponding digital place in cyberspace.

As a side note, I don't see private key custodianship - or, even worse, permissioned use of Places signed by another identity's key - as any more viable than the rented identities of Web 2.0.

And as we all know, the Second Law of Infodynamics (no citation!) states that:

"The total amount of sensitive information leaked will always increase over time."

This especially holds true if that data is centralised.

Not your keys, not your notes. Not your keys, not your identity.

Places and Web-of-Trust

@Arkinox has been leading the charge on the Places NIP, introducing Nostr notes (kind 37515) that represent physical locations. The draft is well-crafted, with bonus points for linking back to OSM (and other location repositories) via NIP-73 - External Content IDs (championed by @oscar of @fountain).

However, as Nostr is permissionless, authenticity poses a challenge. Just because someone claims to own a physical location on the Internet doesn’t necessarily mean they have ownership or control of that location in the real world.

Ultimately, this problem can only be solved in a decentralised way by using Web-of-Trust - using your social graph and the perspectives of trusted peers to inform your own perspective. In the context of Places, this requires your network to form a view on which digital identity (public key / npub) is truly the owner of a physical place like your local coffee shop.

This requires users to:

1. Verify the owner of a Place in cyberspace is the owner of a place in meatspace.
2. Signal this verification to their social graph.

Let's look at the latter idea first with the concept of Attestations ...

Attestations

A way to signal to your social graph that you believe something to be true (or false for that matter) would be by publishing an Attestation note. An Attestation note would signify to your social graph that you think something is either true or false.

Imagine you're a regular at a local coffee shop. You publish an Attestation that says the shop is real and the owner behind the Nostr public key is who they claim to be. Your friends trust you, so they start trusting the shop's digital identity too.

However, attestations applied to Places are just a single use case. The attestation concept could be more widely applied across Nostr in a variety of ways (key rotation, identity linking, etc).

Here is a recent example from @lyn that would carry more signal if it were an Attestation:

https://i.nostr.build/lZAXOEwvRIghgFY4.png

Parallels can be drawn between Attestations and transaction confirmations on the Bitcoin timechain; however, their importance to you would be weighted by clients and/or Data Vending Machines in accordance with:

1. Your social graph;
2. The type or subject of the content being attested and by whom;
3. Your personal preferences.

They could also have a validity duration to be temporally bound, which would be particularly useful in the case of Places.

NIP-25 (Reactions) do allow for users to up/downvote notes with optional content (e.g., emojis) and could work for Attestations, but I think we need something less ambiguous and more definitive.

‘This is true’ resonates more strongly than ‘I like this.’.

https://i.nostr.build/s8NIG2kXzUCLcoax.jpg

There are similar concepts in the Web 3 / Web 5 world such as Verified Credentials by tdb. However, Nostr is the Web 3 now and so wen Attestation NIP?

https://i.nostr.build/Cb047NWyHdJ7h5Ka.jpg

That said, I have seen @utxo has been exploring ‘smart contracts’ on nostr and Attestations may just be a relatively ‘dumb’ subset of the wider concept Nostr-native scripting combined with web-of-trust.

Proof of Place

Attestations handle the signalling of your truth, but what about the initial verification itself?

We already covered how this ultimately has to be derived from your social graph, but what if there was a way to help bootstrap this web-of-trust through the use of oracles? For those unfamiliar with oracles in the digital realm, they are simply trusted purveyors of truth.

Introducing Proof of Place, an out–of-band process where an oracle (such as BTC Map) would mail - yes physically mail- a shared secret to the address of the location being claimed in cyberspace. This shared secret would be locked to the public key (npub) making the claim, which, if unlocked, would prove that the associated private key (nsec) has physical access to the location in meatspace.

One way of doing this would be to mint a 1 sat cashu ecash token locked to the npub of the claimant and mail it to them. If they are able to redeem the token then they have cryptographically proven that they have physical access to the location.

Proof of Place is really nothing more than a weighted Attestation. In a web-of-trust Nostrverse, an oracle is simply a npub (say BTC Map) that you weigh heavily for its opinion on a given topic (say Places).

In the Bitcoin world, Proof of Work anchors digital scarcity in cyberspace to physical scarcity (energy and time) in meatspace and as @Gigi says in PoW is Essential:

"A failure to understand Proof of Work, is a failure to understand Bitcoin."

In the Nostrverse, Proof of Place helps bridge the digital and physical worlds.

@Gigi also observes in Memes vs The World that:

"In Bitcoin, the map is the territory. We can infer everything we care about by looking at the map alone."

https://i.nostr.build/dOnpxfI4u7EL2v4e.png

This isn’t true for Nostr.

In the Nostrverse, the map IS NOT the territory. However, Proof of Place enables us to send cryptographic drones down into the physical territory to help us interpret our digital maps. 🤯

Check-ins

Although not a draft NIP yet, @Arkinox has also been exploring the familiar concept of Foursquare-style Check-ins on Nostr (with kind 13811 notes).

For the uninitiated, Check-ins are simply notes that signal the publisher is at a given location. These locations could be Places (in the Nostr sense) or any other given digital representation of a location for that matter (such as OSM elements) if NIP-73 - External Content IDs are used.

Of course, not everyone will be a Check-in enjoyooor as the concept will not sit well with some people’s threat models and OpSec practices.

Bringing Check-ins to Nostr is possible (as @sebastix capably shows here), but they suffer the same authenticity issues as Places. Just because I say I'm at a given location doesn't mean that I am.

Back in the Web 2.0 days, Foursquare mitigated this by relying on the GPS position of the phone running their app, but this is of course spoofable.

How should we approach Check-in verifiability in the Nostrverse? Well, just like with Places, we can use Attestations and WoT. In the context of Check-ins, an Attestation from the identity (npub) of the Place being checked-in to would be a particularly strong signal. An NFC device could be placed in a coffee shop and attest to check-ins without requiring the owner to manually intervene - I’m sure @blackcoffee and @Ben Arc could hack something together over a weekend!

Check-ins could also be used as a signal for bonafide Place ownership over time.

Summary: Trust Your Bros

So, to recap, we have:

Places: Digital representations of physical locations on Nostr.

Check-ins: Users signalling their presence at a location.

Attestations: Verifiable social proofs used to confirm ownership or the truth of a claim.

You can visualise how these three concepts combine in the diagram below:

https://i.nostr.build/Uv2Jhx5BBfA51y0K.jpg

And, as always, top right trumps bottom left! We have:

Level 0 - Trust Me Bro: Anyone can check-in anywhere. The Place might not exist or might be impersonating the real place in meatspace. The person behind the npub may not have even been there at all.

Level 1 - Definitely Maybe Somewhere: This category covers the middle-ground of ‘Maybe at a Place’ and ‘Definitely Somewhere’. In these examples, you are either self-certifying that you have checked-in at an Attested Place or you are having others attest that you have checked-in at a Place that might not even exist IRL.

Level 2 - Trust Your Bros: An Attested Check-in at an Attested Place. Your individual level of trust would be a function of the number of Attestations and how you weigh them within your own social graph.

https://i.nostr.build/HtLAiJH1uQSTmdxf.jpg

Perhaps the gold standard (or should that be the Bitcoin standard?) would be a Check-in attested by the owner of the Place, which in itself was attested by BTC Map?

Or perhaps not. Ultimately, it’s the users responsibility to determine what they trust by forming their own perspective within the Nostrverse powered by web-of-trust algorithms they control. ‘Trust Me Bro’ or ‘Trust Your Bros’ - you decide.

As we navigate the frontier of cryptographic ownership and decentralised data, it’s up to us to find the balance between preserving the Open Data commons and embracing self-sovereign digital identities.

Thanks

With thanks to Arkinox, Avi, Ben Gunn, Kieran, Blackcoffee, Sebastix, Tomek, Calle, Short Fiat, Ben Weeks and Bitcoms for helping shape my thoughts and refine content, whether you know it or not!

@ dd664d5e:5633d319

Speak your truth, Nostr

I think that there's a difference in the decisions people make when they're True Believers, and when they've just been hired to do something, or they arrived much later and don't really get the point of the decisions. It's that way with any organization controlled by a protocol, such as a constitution, basic law, canon, or core specification.

The True Believers all eventually look like idiotic fanatics who can't "keep up with the cool kids", but they arrived there because they were looking for a solution to a particular problem that they were having. If you then change the solution, to solve some other problem, while destroying the solution that attracted them to the project, in the first place, then they'll be unhappy about it.

Being cool doesn't automatically make you right about everything, but you can simply have enough might to "change" what is right. Shift the goalposts so that the problem you are trying to solve is The Most Pressing Problem. Everyone still focused on the Original Problem is reduced to protesting and being called "difficult", "unhelpful", "uncooperative", "rude".

Why are they protesting? Why don't they just go with the flow? Look at us, we never protest. We are so nice! We're totally happy with the way things are going. We are always polite and elegant and regal. Only rude people complain.

Good vibes only.

@ 6ad3e2a3:c90b7740

I’ve occasionally been called cynical because some of the sentiments I express strike people as negative. But cynical, to me, does not strictly mean negative. It means something more along the lines of “faithless” — as in lacking the basic faith humans thrive when believing what they take to be true, rather than expedient, and doing what they think is right rather than narrowly advantageous.

In other words, my primary negative sentiment — that the cynical utilitarian ethos among our educated classes has caused and is likely to cause catastrophic outcomes — stems from a sort of disappointed idealism, not cynicism.

On human nature itself I am anything but cynical. I am convinced the strongest, long-term incentives are always to believe what is true, no matter the cost, and to do what is right. And by “right,” I don’t mean do-gooding bullshit, but things like taking care of one’s health, immediate family and personal responsibilities while pursuing the things one finds most compelling and important.

That aside, I want to touch on two real-world examples of what I take to be actual cynicism. The first is the tendency to invoke principles only when they suit one’s agenda or desired outcome, but not to apply them when they do not. This kind of hypocrisy implies principles are just tools you invoke to gain emotional support for your side and that anyone actually applying them evenhandedly is a naive simpleton who doesn’t know how the game is played.

Twitter threads don’t show up on substack anymore, but I’d encourage you to read this one with respect to objecting to election outcomes. I could have used many others, but this one (probably not even most egregious) illustrates how empty words like “democracy” or “election integrity” are when thrown around by devoted partisans. They don’t actually believe in democracy, only in using the word to evoke the desired emotional response. People who wanted to coerce people to take a Pfizer shot don’t believe in “bodily autonomy.” It’s similarly just a phrase that’s invoked to achieve an end.

The other flavor of cynicism I’ve noticed is less about hypocrisy and more about nihilism:

I’d encourage people to read the entire thread, but if you’re not on Twitter, it’s essentially about whether money (and apparently anything else) has essential qualities, or whether it is whatever peoples’ narratives tell them it is.

In other words, is money whatever your grocer takes for the groceries, or do particular forms of money have qualities wherein they are more likely to be accepted over the long haul? The argument is yes, gold, for example had qualities that made it a better money (scarcity, durability, e.g.) than say seashells which are reasonably durable but not scarce. You could sell the story of seashells as a money (and some societies not close to the sea used them as such), but ultimately such a society would be vulnerable to massive inflation should one of its inhabitants ever stroll along a shore.

The thread morphed into whether everything is just narrative, or there is an underlying reality to which a narrative must correspond in order for it to be useful and true.

The notion that anything could be money if attached to the right story, or any music is good if it’s marketed properly is deeply cynical. I am not arguing people can’t be convinced to buy bad records — clearly they can — but that no matter how much you market it, it will not stand the test of time unless it is in fact good.

In order to sell something that does not add value, meaning or utility to someone’s life, something you suspect they are likely to regret buying in short order, it’s awfully useful to convince yourself that nothing has inherent meaning or value, that “storytelling is all that matters.”

I am not against marketing per se, and effective storytelling might in fact point someone in the right direction — a good story can help someone discover a truth. But that storytelling is everything, and by implication the extent to which a story has correlates in reality nothing, is the ethos of scammers, the refuge of nihilists who left someone else holding the bag and prefer not to think about it.

@ 502ab02a:a2860397

แค่ลดการ spike แต่ไม่ได้หายไปไหน เฮียขอเล่าเรื่องผับ... ไม่ใช่ผับที่มีไฟสลัว ๆ เสียงเบสแน่น ๆ หรอกนะ แต่เป็น “ผับร่างกาย” ที่เปิดประตูรับแขกชื่อ “น้ำตาล” เข้าไปทุกวันแบบไม่รู้ตัว

ในโลกของสุขภาพ น้ำตาลก็เหมือนวัยรุ่นที่ชอบเข้าไปในผับหลังมืดค่ำทุกคืน ส่วน อินซูลิน ก็คือพีอาร์หน้าผับ มีหน้าที่เปิดประตูให้เด็กพวกนี้เข้าไปในเซลล์ พอวัยรุ่นแห่มาพร้อมกัน อินซูลินก็ต้องเร่งเปิดประตูรัว ๆ นั่นแหละที่เขาเรียกกันว่า insulin spike

หลายคนรู้ว่า spike บ่อย ๆ ไม่ดี เลยพยายามหาวิธี “ลด spike” บางคนดื่มน้ำส้มสายชูแอปเปิ้ล (ACV) บางคนกินผักใยสูงก่อนอาหาร บางคนจัดซุปใส่ไฟเบอร์แบบคุม ๆ มาเสริม เฮียบอกเลยว่า “ดี” อยู่ครับ... แต่ หลายคนเข้าใจว่า การลด spike เท่ากับการลดน้ำตาล จริง ๆ แล้วน้ำตาลไม่ได้หายไปไหนเลย มันแค่ เดินเข้าช้าลงเท่านั้นเอง

ลองนึกภาพตามนะเฮียจะเล่าให้ฟัง...เอาแบบเห็นภาพร่างนะ เปรียบเปรยเปรียบเปรย

ผับเปิด... วัยรุ่นต่อแถว ทุกครั้งที่เรากินคาร์บ โดยเฉพาะแป้งหรือของหวาน ร่างกายก็จะแปลงมันเป็นกลูโคส หรือน้ำตาลในกระแสเลือด เจ้ากลูโคสเหล่านี้ก็จะมาต่อแถวเข้า “ผับเซลล์” พอคนเยอะ อินซูลินก็ต้องออกมาทำงานหนัก พาแต่ละคนเข้าไปจัดสรรให้เรียบร้อย ทีนี้ถ้าน้ำตาลมาก และมาพร้อมกัน อินซูลินก็ต้อง “spike” คือพุ่งขึ้นเพื่อจัดการด่วน ซึ่งถ้าร่างกายทำแบบนี้บ่อย ๆ ไม่ดีเลย เพราะมันทำให้ระบบเสื่อม เกิด ภาวะดื้ออินซูลิน นึภภาพพนักงานทำงานกันแบบ ปาร์ตี้คืนวันสงกรานต์ในผับย่าน อาร์ซีเอ หรือข้าวสาร สุดท้ายก็มักนำไปสู่เบาหวาน ความอ้วน และความเสื่อมแบบค่อยเป็นค่อยไป

ACV, ไฟเบอร์ช่วยไหม? ช่วย แต่ไม่ได้ลดน้ำตาล เทคนิคกินผักก่อน กินน้ำส้มสายชู หรือเพิ่มไฟเบอร์สูง ๆ ก่อนคาร์บ มันช่วย ชะลอการดูดซึม ของน้ำตาลจริง ๆ เหมือนกับมีการ์ดหน้าผับมาตรวจบัตรก่อนเข้าทีละคน แถวมันเลยไม่กรูกันเข้าแบบม็อบ แต่มาเรื่อย ๆ ทีละคน ๆ พีอาร์หน้าประตูก็จัดการระบบได้เบาแรงขึ้น

ฟังดูดีใช่ไหม? ใช่... แต่ ไม่ได้แปลว่าวัยรุ่นเหล่านั้นจะไม่เข้าผับ สุดท้าย พวกเขาก็เข้าไปครบเหมือนเดิมอยู่ดี นั่นคือ ร่างกายก็ยังได้รับน้ำตาลเท่าเดิมนั่นแหละ ... แค่เข้าช้าลงเท่านั้น

แล้วมันดีตรงไหนล่ะ ถ้ามันไม่ได้ลดน้ำตาล? มันดีตรงที่ spike จะไม่พุ่งเร็ว พอชะลอได้ อินซูลินก็ไม่ต้องทำงานแบบโหม ซึ่งในระยะสั้น มันช่วยให้ระดับน้ำตาลในเลือดไม่แกว่งจัดเกินไป ดีต่อสมอง ไม่ทำให้ง่วงหลังมื้ออาหาร

แต่ถ้าเรายังเลือกกินอาหารที่แปลงเป็นน้ำตาลเยอะ ๆ อยู่ดี แม้จะกินช้าลง ยังไงน้ำตาลก็สะสม เหมือนวัยรุ่นที่เข้าผับช้าลง แต่จำนวนก็เท่าเดิม เฮียว่าเราควรหันมาถามตัวเองว่า...

แล้วเราจะเปิดผับให้ใครบ้างดีล่ะ? การจัดการ spike ที่ดีที่สุดไม่ใช่แค่ “ชะลอ” แต่คือ “ลดปริมาณกลูโคสตั้งแต่ต้นทาง” เลือกกินของที่ไม่สร้างน้ำตาลพรึ่บพรั่บ เช่น real food ที่มีไขมันดีและโปรตีนสูง อย่างไข่ เนื้อสัตว์ เครื่องใน น้ำมันสัตว์ น้ำมันสกัดเย็นที่มีทั้งพฤกษเคมีและพลังงานที่ดี ฯลฯ ซึ่งเป็นการบริหารซอย จำกัดจำนวนนักเที่ยวแต่แรก เพราะพวกนี้ไม่พาน้ำตาลมากองหน้าประตูเหมือนขนมปังโพรเซส น้ำหวานจัดๆ หรือเค้กแป้งขัดสีน้ำตาลครีมเยอะๆ

เห็นไหมว่า เฮียไม่ได้บอกให้เลิกกินของอร่อยเลยนะ แต่จะบอกว่า... ถ้าเราเข้าใจว่า การลด spike ไม่ใช่การลดน้ำตาล เราจะวางแผนกินได้ดีกว่าเดิมเยอะ

การลด spike อินซูลินด้วยไฟเบอร์หรือ ACV เป็นวิธี ช่วยผ่อนแรง ให้ร่างกาย แต่ไม่ใช่การ “ลดปริมาณน้ำตาลที่เข้าสู่ร่างกาย” น้ำตาลยังคงเข้าเท่าเดิม และถ้าทำแบบนี้ทุกวัน ทุกมื้อ ก็เหมือนเปิดผับรับวัยรุ่นทุกคืน ต่อให้เข้าช้า แต่ก็ยังเข้าครบอยู่ดี

ถ้าอยากมีสุขภาพดีจริง ๆ ไม่ใช่แค่ใส่การ์ดคอยคุม แต่ต้องคัดตั้งแต่ต้นซอยเลยว่าซอยนี้เข้าได้แค่ไหนตั้งแต่แรก ถ้าแข็งแรงซอยใหญ่แบบทองหล่อทั้งซอย ก็รับนักเที่ยวได้มาก ถ้าป่วย ซอยเล็กแบบซอยแจ่มจันทร์ ก็รับนักเที่ยวได้น้อย ระหว่างนี้ถ้าอยากจะขยายซอยเปิดรับนักเที่ยว คุณจะคุมสารอาหาร ออกกำลังกาย ตากแดด พักผ่อน ยังไงก็เรื่องของคุณแล้ว เลือกตามจริต

เลือกกินแบบรู้ต้นทาง... อินซูลินจะได้พัก ร่างกายจะได้หายใจและสุขภาพเราจะได้แข็งแรงแบบไม่ต้องเหนื่อยกับการควบคุมทีละมื้อทุกวัน และจงจำไว้เสมอว่า ร่างกายนั้นเป็นความสัมพันธ์อันลึกล้ำพัวพันยิ่งกว่า threesome หลายเท่าตัว ยิ่งศึกษาจะยิ่งรู้ว่า การมองเพียงจุดใดจุดหนึ่งคือความผิดพลาดแบบไม่รู้ตัวได้ง่ายๆเลยครับ ดังนั้นจึงเห็นว่า เราควรแยกเรื่องของการ "ลดการ spike" ออกจาก "ลดปริมาณน้ำตาลเข้าร่าง" เพราะมันแค่ชะลอแต่ไม่ได้ทำให้ที่กินเข้าไปหายไปไหน

ร่างกายมันเก่งนะครับ คุณคิดว่าลักไก่มันง่ายขนาดนั้นเลยเหรอ

พักเรื่องน้ำมันไว้วันนึง พอดีมีคนถามต่อเนื่องมาจาก ACV #pirateketo #กูต้องรู้มั๊ย #ม้วนหางสิลูกแค่ลดการ spike แต่ไม่ได้หายไปไหน เฮียขอเล่าเรื่องผับ... ไม่ใช่ผับที่มีไฟสลัว ๆ เสียงเบสแน่น ๆ หรอกนะ แต่เป็น “ผับร่างกาย” ที่เปิดประตูรับแขกชื่อ “น้ำตาล” เข้าไปทุกวันแบบไม่รู้ตัว

ในโลกของสุขภาพ น้ำตาลก็เหมือนวัยรุ่นที่ชอบเข้าไปในผับหลังมืดค่ำทุกคืน ส่วน อินซูลิน ก็คือพีอาร์หน้าผับ มีหน้าที่เปิดประตูให้เด็กพวกนี้เข้าไปในเซลล์ พอวัยรุ่นแห่มาพร้อมกัน อินซูลินก็ต้องเร่งเปิดประตูรัว ๆ นั่นแหละที่เขาเรียกกันว่า insulin spike

หลายคนรู้ว่า spike บ่อย ๆ ไม่ดี เลยพยายามหาวิธี “ลด spike” บางคนดื่มน้ำส้มสายชูแอปเปิ้ล (ACV) บางคนกินผักใยสูงก่อนอาหาร บางคนจัดซุปใส่ไฟเบอร์แบบคุม ๆ มาเสริม เฮียบอกเลยว่า “ดี” อยู่ครับ... แต่ หลายคนเข้าใจว่า การลด spike เท่ากับการลดน้ำตาล จริง ๆ แล้วน้ำตาลไม่ได้หายไปไหนเลย มันแค่ เดินเข้าช้าลงเท่านั้นเอง

ลองนึกภาพตามนะเฮียจะเล่าให้ฟัง...เอาแบบเห็นภาพร่างนะ เปรียบเปรยเปรียบเปรย

ผับเปิด... วัยรุ่นต่อแถว ทุกครั้งที่เรากินคาร์บ โดยเฉพาะแป้งหรือของหวาน ร่างกายก็จะแปลงมันเป็นกลูโคส หรือน้ำตาลในกระแสเลือด เจ้ากลูโคสเหล่านี้ก็จะมาต่อแถวเข้า “ผับเซลล์” พอคนเยอะ อินซูลินก็ต้องออกมาทำงานหนัก พาแต่ละคนเข้าไปจัดสรรให้เรียบร้อย ทีนี้ถ้าน้ำตาลมาก และมาพร้อมกัน อินซูลินก็ต้อง “spike” คือพุ่งขึ้นเพื่อจัดการด่วน ซึ่งถ้าร่างกายทำแบบนี้บ่อย ๆ ไม่ดีเลย เพราะมันทำให้ระบบเสื่อม เกิด ภาวะดื้ออินซูลิน นึภภาพพนักงานทำงานกันแบบ ปาร์ตี้คืนวันสงกรานต์ในผับย่าน อาร์ซีเอ หรือข้าวสาร สุดท้ายก็มักนำไปสู่เบาหวาน ความอ้วน และความเสื่อมแบบค่อยเป็นค่อยไป

ACV, ไฟเบอร์ช่วยไหม? ช่วย แต่ไม่ได้ลดน้ำตาล เทคนิคกินผักก่อน กินน้ำส้มสายชู หรือเพิ่มไฟเบอร์สูง ๆ ก่อนคาร์บ มันช่วย ชะลอการดูดซึม ของน้ำตาลจริง ๆ เหมือนกับมีการ์ดหน้าผับมาตรวจบัตรก่อนเข้าทีละคน แถวมันเลยไม่กรูกันเข้าแบบม็อบ แต่มาเรื่อย ๆ ทีละคน ๆ พีอาร์หน้าประตูก็จัดการระบบได้เบาแรงขึ้น

ฟังดูดีใช่ไหม? ใช่... แต่ ไม่ได้แปลว่าวัยรุ่นเหล่านั้นจะไม่เข้าผับ สุดท้าย พวกเขาก็เข้าไปครบเหมือนเดิมอยู่ดี นั่นคือ ร่างกายก็ยังได้รับน้ำตาลเท่าเดิมนั่นแหละ ... แค่เข้าช้าลงเท่านั้น

แล้วมันดีตรงไหนล่ะ ถ้ามันไม่ได้ลดน้ำตาล? มันดีตรงที่ spike จะไม่พุ่งเร็ว พอชะลอได้ อินซูลินก็ไม่ต้องทำงานแบบโหม ซึ่งในระยะสั้น มันช่วยให้ระดับน้ำตาลในเลือดไม่แกว่งจัดเกินไป ดีต่อสมอง ไม่ทำให้ง่วงหลังมื้ออาหาร

แต่ถ้าเรายังเลือกกินอาหารที่แปลงเป็นน้ำตาลเยอะ ๆ อยู่ดี แม้จะกินช้าลง ยังไงน้ำตาลก็สะสม เหมือนวัยรุ่นที่เข้าผับช้าลง แต่จำนวนก็เท่าเดิม เฮียว่าเราควรหันมาถามตัวเองว่า...

แล้วเราจะเปิดผับให้ใครบ้างดีล่ะ? การจัดการ spike ที่ดีที่สุดไม่ใช่แค่ “ชะลอ” แต่คือ “ลดปริมาณกลูโคสตั้งแต่ต้นทาง” เลือกกินของที่ไม่สร้างน้ำตาลพรึ่บพรั่บ เช่น real food ที่มีไขมันดีและโปรตีนสูง อย่างไข่ เนื้อสัตว์ เครื่องใน น้ำมันสัตว์ น้ำมันสกัดเย็นที่มีทั้งพฤกษเคมีและพลังงานที่ดี ฯลฯ ซึ่งเป็นการบริหารซอย จำกัดจำนวนนักเที่ยวแต่แรก เพราะพวกนี้ไม่พาน้ำตาลมากองหน้าประตูเหมือนขนมปังโพรเซส น้ำหวานจัดๆ หรือเค้กแป้งขัดสีน้ำตาลครีมเยอะๆ

เห็นไหมว่า เฮียไม่ได้บอกให้เลิกกินของอร่อยเลยนะ แต่จะบอกว่า... ถ้าเราเข้าใจว่า การลด spike ไม่ใช่การลดน้ำตาล เราจะวางแผนกินได้ดีกว่าเดิมเยอะ

การลด spike อินซูลินด้วยไฟเบอร์หรือ ACV เป็นวิธี ช่วยผ่อนแรง ให้ร่างกาย แต่ไม่ใช่การ “ลดปริมาณน้ำตาลที่เข้าสู่ร่างกาย” น้ำตาลยังคงเข้าเท่าเดิม และถ้าทำแบบนี้ทุกวัน ทุกมื้อ ก็เหมือนเปิดผับรับวัยรุ่นทุกคืน ต่อให้เข้าช้า แต่ก็ยังเข้าครบอยู่ดี

ถ้าอยากมีสุขภาพดีจริง ๆ ไม่ใช่แค่ใส่การ์ดคอยคุม แต่ต้องคัดตั้งแต่ต้นซอยเลยว่าซอยนี้เข้าได้แค่ไหนตั้งแต่แรก ถ้าแข็งแรงซอยใหญ่แบบทองหล่อทั้งซอย ก็รับนักเที่ยวได้มาก ถ้าป่วย ซอยเล็กแบบซอยแจ่มจันทร์ ก็รับนักเที่ยวได้น้อย ระหว่างนี้ถ้าอยากจะขยายซอยเปิดรับนักเที่ยว คุณจะคุมสารอาหาร ออกกำลังกาย ตากแดด พักผ่อน ยังไงก็เรื่องของคุณแล้ว เลือกตามจริต

เลือกกินแบบรู้ต้นทาง... อินซูลินจะได้พัก ร่างกายจะได้หายใจและสุขภาพเราจะได้แข็งแรงแบบไม่ต้องเหนื่อยกับการควบคุมทีละมื้อทุกวัน และจงจำไว้เสมอว่า ร่างกายนั้นเป็นความสัมพันธ์อันลึกล้ำพัวพันยิ่งกว่า threesome หลายเท่าตัว ยิ่งศึกษาจะยิ่งรู้ว่า การมองเพียงจุดใดจุดหนึ่งคือความผิดพลาดแบบไม่รู้ตัวได้ง่ายๆเลยครับ ดังนั้นจึงเห็นว่า เราควรแยกเรื่องของการ "ลดการ spike" ออกจาก "ลดปริมาณน้ำตาลเข้าร่าง" เพราะมันแค่ชะลอแต่ไม่ได้ทำให้ที่กินเข้าไปหายไปไหน

ร่างกายมันเก่งนะครับ คุณคิดว่าลักไก่มันง่ายขนาดนั้นเลยเหรอ

พักเรื่องน้ำมันไว้วันนึง พอดีมีคนถามต่อเนื่องมาจาก ACV #pirateketo #กูต้องรู้มั๊ย #ม้วนหางสิลูก #siamstr

@ 005bc4de:ef11e1a2

How does MSTR buy bitcoin without bumping the price?

Michael Saylor buys bitcoin and he has a handy tool to track his purchases, at, well, https://saylortracker.com

Mondays have been Saylor's buy-days, and rumors are that he may be at it again.

Yet, with all the mega-buying, why does it seem like the price doesn't jump? This is a question that comes to my mind seemingly each week now with the next MSTR buy.

Grok AI seems to imply that even though Saylor's purchases are huge, they're still not big enough to move the market. Average daily volume traded for BTC seems to be in the $15 billion upwards to $60 billion. So, Saylor's 1 to 2 or 4 billion dollar purchases evidently still aren't enough to eat up the order book.

This is a little hard to swallow considering that Grok estimated, "MicroStrategy owns approximately 2.81% of all Bitcoin in circulation and 2.64% of the total Bitcoin supply that will ever exist." I guess that other 97% is just moving their bitcoin around, back-and-forth?

The standard answer I've heard as to why the market doesn't move has been, "Oh, MSTR buys bitcoin over-the-counter, not off of exchanges where the prices come from."

That's a simple elevator-ride one sentence answer that seems plausible. I could meet someone on the street and say, "Hey, you got any bitcoin and do you wanna sell it?" If they said, "Yeah, and sure," then I could hand them some cash and they could send some BTC to me. The exchanges would be unmoved by this over the counter transaction.

Or, I might be interested in buying a Beanie Babie tie-dyed PEACE bear. The market, ebay, seems to list them around $8.99. But, if I buy a hundred of them off that bitcoin guy on the sidewalk, ebay and the price their isn't affected at all. Not are the 79 "watchers" keeping an eye on the PEACE bear.

But still, to me, that one-line OTC answer somehow seems off. Seriously, does Saylor have connections with people who want to sell thousands or tens of thousands of bitcoin? Every week? Who are these people with all that bitcoin to sell? Can Saylor connect me to a seller of 100 tie-dyed PEACE bears?

Maybe Saylor actually does have those kinds of connections to make those kinds of purchases. Or, maybe Grok is right and Saylor's moves aren't as big-fish as they seem. Anyway, I don't know, and those are circles that I don't move in. And, after all, I guess I still really don't know how he buys so much without moving the market.

!HBIT

@ ee11a5df:b76c4e49

Bye-Bye Reply Guy

There is a camp of nostr developers that believe spam filtering needs to be done by relays. Or at the very least by DVMs. I concur. In this way, once you configure what you want to see, it applies to all nostr clients.

But we are not there yet.

In the mean time we have ReplyGuy, and gossip needed some changes to deal with it.

Strategies in Short

1. WEB OF TRUST: Only accept events from people you follow, or people they follow - this avoids new people entirely until somebody else that you follow friends them first, which is too restrictive for some people.
2. TRUSTED RELAYS: Allow every post from relays that you trust to do good spam filtering.
3. REJECT FRESH PUBKEYS: Only accept events from people you have seen before - this allows you to find new people, but you will miss their very first post (their second post must count as someone you have seen before, even if you discarded the first post)
4. PATTERN MATCHING: Scan for known spam phrases and words and block those events, either on content or metadata or both or more.
5. TIE-IN TO EXTERNAL SYSTEMS: Require a valid NIP-05, or other nostr event binding their identity to some external identity
6. PROOF OF WORK: Require a minimum proof-of-work

All of these strategies are useful, but they have to be combined properly.

filter.rhai

Gossip loads a file called "filter.rhai" in your gossip directory if it exists. It must be a Rhai language script that meets certain requirements (see the example in the gossip source code directory). Then it applies it to filter spam.

This spam filtering code is being updated currently. It is not even on unstable yet, but it will be there probably tomorrow sometime. Then to master. Eventually to a release.

Here is an example using all of the techniques listed above:

```rhai // This is a sample spam filtering script for the gossip nostr // client. The language is called Rhai, details are at: // https://rhai.rs/book/ // // For gossip to find your spam filtering script, put it in // your gossip profile directory. See // https://docs.rs/dirs/latest/dirs/fn.data_dir.html // to find the base directory. A subdirectory "gossip" is your // gossip data directory which for most people is their profile // directory too. (Note: if you use a GOSSIP_PROFILE, you'll // need to put it one directory deeper into that profile // directory). // // This filter is used to filter out and refuse to process // incoming events as they flow in from relays, and also to // filter which events get/ displayed in certain circumstances. // It is only run on feed-displayable event kinds, and only by // authors you are not following. In case of error, nothing is // filtered. // // You must define a function called 'filter' which returns one // of these constant values: // DENY (the event is filtered out) // ALLOW (the event is allowed through) // MUTE (the event is filtered out, and the author is // automatically muted) // // Your script will be provided the following global variables: // 'caller' - a string that is one of "Process", // "Thread", "Inbox" or "Global" indicating // which part of the code is running your // script // 'content' - the event content as a string // 'id' - the event ID, as a hex string // 'kind' - the event kind as an integer // 'muted' - if the author is in your mute list // 'name' - if we have it, the name of the author // (or your petname), else an empty string // 'nip05valid' - whether nip05 is valid for the author, // as a boolean // 'pow' - the Proof of Work on the event // 'pubkey' - the event author public key, as a hex // string // 'seconds_known' - the number of seconds that the author // of the event has been known to gossip // 'spamsafe' - true only if the event came in from a // relay marked as SpamSafe during Process // (even if the global setting for SpamSafe // is off)

fn filter() {

// Show spam on global
// (global events are ephemeral; these won't grow the
// database)
if caller=="Global" {
    return ALLOW;
}

// Block ReplyGuy
if name.contains("ReplyGuy") || name.contains("ReplyGal") {
    return DENY;
}

// Block known DM spam
// (giftwraps are unwrapped before the content is passed to
//  this script)
if content.to_lower().contains(
  "Mr. Gift and Mrs. Wrap under the tree, KISSING!"
) {
    return DENY;
}

// Reject events from new pubkeys, unless they have a high
// PoW or we somehow already have a nip05valid for them
//
// If this turns out to be a legit person, we will start
// hearing their events 2 seconds from now, so we will
// only miss their very first event.
if seconds_known <= 2 && pow < 25 && !nip05valid {
    return DENY;
}

// Mute offensive people
if content.to_lower().contains(" kike") ||
    content.to_lower().contains("kike ") ||
    content.to_lower().contains(" nigger") ||
    content.to_lower().contains("nigger ")
{
    return MUTE;
}

// Reject events from muted people
//
// Gossip already does this internally, and since we are
// not Process, this is rather redundant. But this works
// as an example.
if muted {
    return DENY;
}

// Accept if the PoW is large enough
if pow >= 25 {
    return ALLOW;
}

// Accept if their NIP-05 is valid
if nip05valid {
    return ALLOW;
}

// Accept if the event came through a spamsafe relay
if spamsafe {
    return ALLOW;
}

// Reject the rest
DENY

} ```

@ 866e0139:6a9334e5

\ \ Autor: Marcel Bühler. Dieser Beitrag wurde mit dem Pareto-Client geschrieben. Sie finden alle Texte der Friedenstaube und weitere Texte zum Thema Frieden hier. Die neuesten Pareto-Artikel finden Sie in unserem Telegram-Kanal.

---

Die neuesten Artikel der Friedenstaube gibt es jetzt auch im eigenen Friedenstaube-Telegram-Kanal.

---

"Die Ausrufung des Notstands ist der Notstand. Er eröffnet die Möglichkeit eines Endes der Rechtsstaatlichkeit"

Prof. em. Richard K. Sherwin NY Law School

Die von Präsident Donald Trump initiierten Friedensbemühungen zur Beendigung des russisch-ukrainischen Krieges scheinen keinen Erfolg zu bringen. Während Russland darauf beharrt, dass die im Herbst 2022 offiziell in die Russische Föderation aufgenommenenRegionen Lugansk, Donezk, Saporoschje und Cherson von der ukrainischen Armee vollständig geräumt werden, will Präsident Selenskij nicht einmal auf die Krim verzichten und deren Zugehörigkeit zu Russland seit 2014 anerkennen.

Während die Ukraine Sicherheitsgarantien für die Zeit nach einem möglichen Waffenstillstand bzw. Friedensabkommen fordert, besteht Russland weiterhin auf einer weitgehenden Demilitarisierung der ukrainischen Armee und besonders ein Verbot aller ultranationalen bzw. nazistischen Einheiten welche vor allem in der ukrainischen Nationalgarde konzentriert sind.

Nur ein Rohstoffdeal zwischen Washington und Kiew ist offenbar zustande gekommen, da Trump für die vielen Milliarden Dollar, welche in den letzten Jahren in die Ukraine "investiert" wurden, eine Gegenleistung bekommen möchte (nach dem "Ukraine Democracy Defense Lend-Lease Act" vom 19.1.2022 welcher von Präsident Biden am 9.5.2022 unterzeichnet wurde).

Im Rahmen einer Armeereform ist die Ukrainische Nationalgarde auf Anfang April 2025 in 2 Armeekorps mit je fünf Brigaden aufgeteilt worden: das erste Armeekorps wird von der 12. Brigade "Asow", das zweite Armeekorps von der 13. Brigade "Chartia" angeführt welche ursprünglich aus Freiwilligenbataillonen hervorgingen. Insgesamt dürfte es sich bei den 10 Brigaden um ca. 40'000 Mann handeln. Hier eine kurze Selbstdarstellung der Nationalgarde, in der auch der Kommandant, Alexander Pivnenko, zu Wort kommt (leider nur auf ukrainisch):

https://www.youtube.com/watch?v=0fjc6QHumcY

Alexander Syrskij, der aktuelle ukrainische Oberfehlshaber, hat kürzlich den Befehl erlassen, dass die mehr als 100'000 Mann der von der Bevölkerung gefürchteten Rekrutierungstruppe "TZK" ("Територіальний центр комплектування та соціальної підтримки") nun ebenfalls als Kampftruppen an die Front müssen, da die Mobilisierung weiterer ukrainischer Männer weitgehend gescheitert sei. Gleichzeitig wird über die Senkung des Mobilisierungsalters auf 18 Jahre und ein möglicher Einzug von Frauen diskutiert (die bereits als Freiwillige mitkämpfen). 

Für die Zeit um den 9. Mai ("Tag des Sieges") hat Russland einen weiteren einseitigen Waffenstillstand ausgerufen, den die Ukrainer vermutlich wie an Ostern für Gegenangriffe an der Front oder Provokationen in Russland (z.B. Anschläge oder Drohnenangriffe in/auf Moskau nutzen werden). Über die Osterfeiertage hatten sich beide Seiten wie üblich gegenseitig beschuldigt, die verkündete Waffenruhe wiederholt gebrochen zu haben.

Die Kämpfe und die Opferung von Abertausenden dürften also bis auf weiteres weitergehen, auch wenn sie den Kriegsverlauf nicht mehr entscheidend ändern werden. Die Verlustrate beträgt aktuell ca. 1:10 zuungunsten der Ukrainer, da die Russen mittlerweile bei allen Waffensystemen überlegen sind, nicht nur bei der Artillerie und der Luftwaffe sondern auch im Bereich der Drohnen und der elektronischen Kriegsführung.

Wie es dazu kommen konnte, dass die Ukraine aus einem zwar hochkorrupten, aber relativ freien Land zu einem totalitären Militärregime wurde, zeigt ein neues Video eines jungen Ukrainers aus Mariupol, der die dortigen Kämpfe im Frühjahr 2022 im Keller überlebte und es aber vorzog, dort zu bleiben und die russische Staatsbürgerschaft anzunehmen. Aus Sicherheitsgründen nennt er seinen ukrainischen Namen nicht. Seine sachliche Darstellung ist weit davon entfernt, russische oder westliche Propaganda zu sein, sondern stellt eine nüchterne und auf persönlicher Erfahrung basierende Analyse der Ereignisse in der Ukraine seit 2014 dar.

Besonders eindrücklich zeigt er mit Filmmaterial auf, wie nach dem rechtswidrigen Putsch in Kiew, welcher von den Rechtsnationalen als "Revolution der Würde" bezeichnet wird und von Kräften aus dem Westen massiv unterstützt wurde (z.B. durch US-AID), besonders die ukrainische Jugend indoktriniert und militarisiert und auf den kommenden Krieg mit Russland vorbereitet wurde. Hier muss man unwillkürlich an die HJ (Hitler Jugend) denken, deren Schicksal am Ende des 2. WK allgemein bekannt sein dürfte. Es lohnt sich, den rund 35minütigen Beitrag zweimal anzusehen, um alles richtig zu verstehen und aufzunehmen (auf englisch mit slawischem Akzent):

https://www.youtube.com/watch?v=ba_NPxVXVyc

Den 1. Mai habe ich dieses Jahr am Stand der Schweizer Friedensbewegung im Areal der ehemaligen Stadt Zürcher Kaserne verbracht und dabei auch für den neu gegründeten Verein "Bewegung für Neutralität" (BENE) geworben. Der bekannte Friedensforscher Daniele Ganser wird diesen und nächsten Monat an den grossen Schweizer Bahnhöfen eine Plakatwerbung für die immerwährende Neutralität der Schweiz starten (siehe Entwurf im Anhang).

Zu Frieden und Völkerverständigung gibt es keine Alternative, dazu gehört auch das Studium und die Analyse des ukrainischen Nationalismus und Faschismus ("Stepan Bandera Ideologie"), dessen Ursprung und Entwicklung in den letzten rund 100 Jahren bis in die heutige Zeit.

Nur die Rüstungslobby kann mit der viel zitierten "Friedensdividende" nichts anfangen!

---

Marcel Bühler ist freier Mitarbeiter und Rechercheur aus Zürich. Dieser Beitrag erschien zuerst in seinem Newsletter.

---

LASSEN SIE DER FRIEDENSTAUBE FLÜGEL WACHSEN!

Hier können Sie die Friedenstaube abonnieren und bekommen die Artikel zugesandt.

Schon jetzt können Sie uns unterstützen:

• Für 50 CHF/EURO bekommen Sie ein Jahresabo der Friedenstaube.
• Für 120 CHF/EURO bekommen Sie ein Jahresabo und ein T-Shirt/Hoodie mit der Friedenstaube.
• Für 500 CHF/EURO werden Sie Förderer und bekommen ein lebenslanges Abo sowie ein T-Shirt/Hoodie mit der Friedenstaube.
• Ab 1000 CHF werden Sie Genossenschafter der Friedenstaube mit Stimmrecht (und bekommen lebenslanges Abo, T-Shirt/Hoodie).

Für Einzahlungen in CHF (Betreff: Friedenstaube):

Für Einzahlungen in Euro:

Milosz Matuschek

IBAN DE 53710520500000814137

BYLADEM1TST

Sparkasse Traunstein-Trostberg

Betreff: Friedenstaube

Wenn Sie auf anderem Wege beitragen wollen, schreiben Sie die Friedenstaube an: friedenstaube@pareto.space

---

Sie sind noch nicht auf Nostr and wollen die volle Erfahrung machen (liken, kommentieren etc.)? Zappen können Sie den Autor auch ohne Nostr-Profil! Erstellen Sie sich einen Account auf Start. Weitere Onboarding-Leitfäden gibt es im Pareto-Wiki.

\

@ bf95e1a4:ebdcc848

This is the lightly-edited AI generated transcript of Bitcoin Infinity Show #125. The transcription isn't perfect, but it's usually pretty good!

If you'd like to support us, send us a zap or check out the Bitcoin Infinity Store for our books and other merchandise! https://bitcoininfinitystore.com/

Intro

Luke: Paolo, Mathias, welcome to the Bitcoin Infinity Show. Thank you for joining us.

Paolo: Thank you for having us.

Knut: Yeah, good to have you here, guys. We're going to talk a bit about Keet and Holepunch and a little bit about Tether today, aren't we?

Luke: Sounds like that's the plan. So thank you again, both for joining us.

Introducing Paolo and Mathias

Luke: would you both mind giving a quick introduction on yourselves just so our listeners have the background on you

Paolo: Sure, I'm Paolo Arduino, I'm the CEO at Tether. I started my career as a developer, I pivoted towards more, strategy and execution for, Tether and Bitfinex. And, co founded with Matthias, Holepunch, that is, building very, crazy and awesome technology, that is gonna be disrupting the way people communicate.

Luke: And, Mathias, over to you.

Mathias: Yeah, thank you. Yeah, I've been, so I come from a peer-to-peer background. I've been working with peer-to-peer technology. The last, I always say five, but it's probably more like 10 years. I did a lot of work on BitTorrent and I did a lot of work on JavaScript. and a little bit later to, Bitcoin and I saw a lot of potential on how we can use Bitcoin with pureology and like how we can use.

P2P technology to bring the same mission that Bitcoin has, but to all kinds of data, setting all data free and, making everything private per default and self sovereignty and that kind of thing. I'm very into that. and I've been lucky to work with, like I said, with Paolo for, many years now and, Get a lot of, valuable, feedback and, idea sharing out of that.

And we're on a mission to, build some, really cool things. In addition to all the things we've already been building. So it's super exciting and glad to be here.

Luke: Oh, fantastic.

Introduction to Holepunch

Luke: Matthias, that was a perfect segue into basically, an introduction to, can you tell us about, Holepunch.

What is Holepunch and what are you doing?

Mathias: Yeah, sure. like I said, we co founded the company a couple of years ago. Now, we've been building up a team of really talented peer to peer engineers. we're always hiring also. So if anybody's listening and want to join our mission, please, apply. we have some really smart people working with us.

but we teamed up to basically. like I said in my introduction, I've been working on peer to peer technology for many years now and thinking ahead how we can, stop using all that technology when I started it was only used for basically piracy. I'm from the Nordics, and I think Knut is from the Nordics also, so he knows all about, the Nordics know about piracy.

It wasn't back in the day. A lot of very interesting technologies came out of that. But basically, how can we use those ideas that were proven by piracy back then to be really unstoppable, because a lot of people wanted to stop it, but apply that same kind of mindset to the general data, so we can build actual applications that has that kind of quality, that can withstand the wrath of God.

that can work without any centralization. Actually, nobody can shut down, not even the authorities if they wanted to. Basically unkillable and make that general enough that it can basically run any kind of application, solve a lot of really hot problems. it works on your own computers, your own networks.

Mobile phones, and tie that up. I'm a developer by heart, into a software stack that people can just build on. So not everybody has to go in and tackle all these problems individually, but just give them some software to solve all this so they can, as much as possible, just worry about making really cool applications that we use,

Yeah, like I said, we've been working really intensely on this, for a long time and in Holepunch, we made this our co mission to scale this up and, deliver a software stack on that. it's been really exciting and it's been really fun and it's been very, challenging, but if it's not challenging, then why, do it?

and, especially, with the backing of, Tether, through Paolo and also just expertise from there, we have a good hand built to deliver this to the world. And, the first thing we did was, like, think about what's, a good first application that we can build that can showcase this, but also something we really want to use ourself and see scale have also have on the world.

And obviously that was a communications app, keyed, which we was our first project. And, we're still in beta and we're still lots of work to do. And we're still iterating that really heavily, but I like to show that you can build these kind of apps without any kind of. central points. and we released that also, like the first thing we released when we launched the company.

And like I said, we're still, building and still iterating it. A lot of fun. and then take the software stack from that, which we call the pair runtime and then split that out. So anybody else can build similar apps on top. With that same technology stack, and, yeah, that's, we launched that earlier this year also, and, it's been really exciting so far, and it's, I love going to work every day and solve, even though, you can see on my hair that it's not really good for, the head scratching, but, but, it's really fun, and it's really challenging, and it's interesting thing. goal as a company, basically to have that if we go out of business tomorrow, our technology continues to exist because we're not in the loop of anything. It's also sometimes really hard to explain that we don't have any, chip coins involved or any kind of limitations on the stack because we're basically engineering it not to be part of it, because that's the only way you can actually engineer these things that they can understand.

anything, super exciting and, encourage everybody to try to check it out.

Luke: we've both used Keet and I've certainly enjoyed the experience. I, think, the, basics of this, as I understand it, is that it's, entirely on both sides. The communicators end, or a group of communicators, it's all on their end, and the communication is entirely peer to peer, what is Keet really, what is the basics of Keet as, say, a product?

What is the easiest way that you would explain what it is?

The Vision Behind Keet

Mathias: But We're basically trying to just build a world class communications app that works to a large degree, like normal communication apps that you know, like Signal, Telegram, WhatsApp. Just with all the centralization tucked away, with all the costs of running it tucked away, and then adding all the features that also we can, because we're peer to peer

People don't care about technology. We loved it, but don't have that surface off too much to the user.

Just have the user use it as any other app, but then just have it be 100 percent private per default, 100 percent like no strings attached. It just works. if we get caught off by a. From the internet tomorrow, it will still work, that kind of thing, but deliver that in a way, and this is always our mission where users don't really need to worry about it.

It just works. And, it works the same way to a large degree as their other apps work, except obviously, there's no phone numbers and things like that. Very cryptographically sound and, but trying always not to bubble it up. And I think that's, so it's actually a really simple mission, but it's obviously really hard.

And that requires a lot of smart people, but luckily our users in a good way, don't need to be very smart about that.

Keet vs Nostr

Knut: Yeah, a quick one there. No strings attached starts with the letters Nostr, so is, Keet and Nostr, do they go mix well together or, is there an integration there between the two? I see a lot of similarities here.

Paolo: I tried to explain the differences between Kit and Nostr. I think Nostr is a very interesting protocol, but also is very, simple. the way I like to describe it is that, if you are familiar with the history of filesharing, Starting from the first one, super centralized, and then eventually every single step, you get to a decentralized platform.

And the last one, the most decentralized one, that is BitTorrent. the history of file sharing proved that every time you try to centralize something, it ends up badly, right? if you have any special node in the system that does a little bit more than others and requires more resources than others to run, that will end up badly.

You might end up in a small room with a lamp in your room. Point it to your face, and then everyone suddenly will stop running an indexer. That reminds me about Nostr structure. if you are building a peer to peer system, or if you are building a very resilient communication system, if you think about Nostr, you would imagine that if you have, 10 million or 100 million users, the number of relays would be probably less than the square root of the number of users.

So that surface, although a hundred million users is very, they're not attackable, right? But the surface of, the relays is much more attackable. look at what is happening with, the coin joinin platforms, right? very similar. the beauty of KIT versus Nostr is that in KIT you have number of relays is actually equal to the number of users because the users are their own relays.

and they can act as relays for others to, further their connectivity. That is how we think a technology that, has to be ready for the apocalypse and resilient to the wrath of God should, work. if you have, a log number of users or square root of number of users as relates, I don't think it's cool technology.

It will work better than centralized, Technologies like WhatsApp and so on, or Twitter, but eventually will not work when you will need it the most. Because the point is that we will not know what will happen when we will need this technology the most. Today, not for everyone, but the world is still almost at peace.

Things might unfold, in the future, maybe sooner rather than later. But when things unfold, you will need the best technology, the one that is truly independent, the one that is truly peer to peer. it's not really peer to peer if you have specialized relays, but where you have super peers randomly.

Luke: Yeah, the difference here, between the Realize and not having any other centralized infrastructure in the picture is certainly an interesting distinction. I hadn't heard anything about that you can act as a next connector or something like that.

Pear Runtime

Luke: So there's a couple of related things. I know there was an announcement about the, pair runtime, is that right? can you talk a little bit about that or any other, ways that this is growing in your whole, platform,

Mathias: Yeah, sure. so basically when we talk about ideas, internally, also from our software background, We want to solve a small problem that then can solve it for everybody. So

We want to build technology that can just send data around efficiently, so you can build any kind of app on top. We're all about modularity and taking these things to the extreme so we can repurpose it into any kind of application and other people can, get value out of it.

And, that's been our mission from the get go. So basically, like Paolo said, when we built Keed. We took all of these primitives we have, it's all open source on our GitHub, that can do various things, relay encrypted data in a way that's completely private, nobody can read it, and in a generalizable way, so it can run on any applications.

We have databases that can interpret, work with this data on device, but still in a way where nobody else knows what's going on, fully private, and we spent many years perfecting this, and it's still ongoing. And we, similar to like connectivity, it might seem really easy if you don't know what's going on that, connecting this computer to another computer and another place, but it's really hard because ISPs and, your internet providers, et cetera, they don't really want you to do that.

So there's a lot of firewalls involved that you have to work around to get around This is all really, hard problems that took a long time to solve.

But luckily, all of these are like generalizable problems where you just solve them once to a large degree, and then it's solved for everybody. If you put them in a modular framework where anybody can put the Legos together on top. And that's what we've been heavily invested in. And then as we were building Keed, we realized that Keete is just like 95 percent of these Lego blocks that are applicable for anything.

So why not take all this stuff, pack it up for free, we don't make any money on it. and an open source runtime that we're just giving away so other people can contribute to it, but also build their own apps. the more peer to peer apps the world has, the better from my point of view.

and document it and make it really easy to install. And I think actually Paolo said something interesting because as soon as you have, one point of centralization, you can always unravel it. coming from the Bitcoin days, I remember how quickly things can unravel. people went to jail for linking to things because authorities, when they crack down, really hard.

so if you have one weak spot, it will be taken advantage of at some point by somebody. And so even things like distributing updates to your software can be really hard because this often requires a central point, like you go to a website and you don't download it. And so all apps built on our runtime, for example.

It's distributed through the runtime, which is a little bit mind bending. So all apps are peer to peer data applications themselves, and the network doesn't care, which means that we can continue to distribute updates even, if everything gets shut down, you only need like a bootstrap for the first install when you get the app.

So we're thinking that in. At every level, because it's really, important to us to, basically learn from everything that happened in the past and then actually build things that are resilient. And we take this to a degree where I'm sure we could move 10 times faster if we just let go a little bit of that idea, because it is easier to just put all the data in one place or put all the updates in one place.

But then it's then we're just building the same old thing that's going to die eventually anyway. So we're very, uncompromising in that mission of actually decentralizing everything from updates to data, and then also always solving in a way where everybody can take advantage of that.

And then the final thing I'll say about that is that, every time we update. That runtime, those building blocks of that runtime, every time we fix a bug, every time we make it faster, every app becomes faster. That's also very exciting. It's because you're building the whole infrastructure into this layer that runs on your phone.

And it's all somewhat generalizable. Every time we fix something, it's just better for the entire ecosystem. And that's obviously really, exciting. And like I said, actually, no strings attached.

Yeah, so I think you were referring to the trial of the Pirate Bay people there In Sweden, right? lucky enough to meet a couple of them in Denmark and it's been very fun to hear about their journey and, yeah, like

Knut: and there, there's, there was a great documentary made about it called TPBAFK. So the Pirate Bay Away From Keyboard, about that whole trial and how, corrupt the system was even back then. And, throwing people in jail for providing links. they didn't do any more wrong than Google did, from a certain perspective.

And, I remember even, before BitTorrents, there was a program called. DC or Direct Connect Do you remember that?

Mathias: I used to, it was one of my first introductions to decentralization. it as you just shared your, like a Google Drive for everyone or something. Like you just shared parts of your file tree to everyone who wanted to peek into it, Yeah, anyway. Oh, that's good that you didn't know you were going with that. it interesting what you said, because I think it's interesting to think that I think to a large degree, the whole decentralization movement that was happening with BitTorrent back in the day got shut down because At some point, authorities figured out that they could just block DNS requests to shut it down for normal people, and as soon as they did that, it was actually effective.

And to Paolo's point, no matter how weak it is, they're done. and they tried to kill the technology elsewhere, but that's actually what killed them. Then, obviously, alternatives came that people could pay for, and it also shows that people actually want, to stay on the right side of things.

I think, now it's going very much in the wrong direction again, because now we're back at abusing that centralization again. the cycle will repeat. But, yeah, like any point of weakness will be attacked at any point.

Decentralization vs. Centralization

Luke: So what are the drawbacks to decentralization? I think we and our audience certainly understand the benefit of decentralization, what you gain by decentralizing, but what do you naturally give up in terms of the user experience and the convenience factor?

Mathias: yeah, I'm sure Paola has stuff to say here, but I'm just, I love talking about this stuff, so I'll go first. Mattias.

I think it's a really interesting question, first of all, because it's one of those questions where You know, obviously I want to say there's no drawbacks, but like anything, it's a balance, right?

Because it's not that there's drawbacks and advantages, there obviously is, but it's also just a different paradigm. first of all, with sensitization, I think one of the biggest thing I noticed also with developers is that we all come out of systems, education systems. That teaches how to think centralized, which makes us biased towards centralized solutions.

and that's, I remember my whole curriculum was about servers and clients and stuff like that. it's actually really hard to think about decentralization as a developer. And I think that's actually part of why a lot of people think it's hard. It's complex because it is complex, but also because we're just like, we've been trained massively in the other direction, and it's really hard to go back because decentralization can be as simple as what Knut said about DC Connect, DC where it's just, oh, I'm just browsing other people's computers.

That's amazing. That's a really, simple experience, and it's like something you can never do But like in today's world, people, the first thing I always get asked is like, how do I get a username? And I'm like, usernames have an inherent centralization and there's trade offs there.

And we need to think that through and stuff. and most applications don't necessarily require usernames. I'm not saying that's a bad feature, but it's that's where you need to think more about the trade offs because there's governance involved to some degree. But for the core experience, and I think that's what we've shown in Keith so far.

Then, there's obviously tons of upsides also, it's much easier to do big data transfers. Money is less of a concern, which actually changes the thinking, how you think about features.

And that, again, is something we've been trained in a lot as developers, because we think centralized. When we talk about features at Holepunch, hey, we should add podcast recording to Keed. Normally somebody would say, that's going to cost a lot of money to host that data. And we just always we don't even have that discussion because it doesn't matter because it's just between the users.

And then it's more about like the UX. But then other simple, like I said, other simple discussions, let's add a username index. That's where we're like, okay, let's think that through because there's like various things to think about there because there's no centric governance, and we don't want to introduce that because again, one point is.

It's bad. so it's, more like you really need to think differently and it's really hard to wire your brain to think differently. but once you get past that point, I think it's, super interesting. And I, think actually developers care way more than normal people because, developers care a lot about how links look and links and structure and that.

And normal people are just used to just clicking buttons and apps and going with the flow on that. And that's also what we're seeing, I think, with, a lot of key

Paolo: I think the hiring has proven a little bit more challenging, as Matthias was saying, when you are told that the cloud is your friend, hosting, on, Google Cloud or AWS is the right thing to do. And, of course, it got cheaper and cheaper, so now everyone can host their websites.

But the reality is that 70 percent of, the entire internet knowledge is hosted in the data centers of three companies. developers should think about that, should think about the fact that internet was born to be point to point and peer to peer. And, we are very far away from that initial concept.

over the years, especially with the boom in, in the year 2000 for the internet boom, and bubble, then, realized that, holding people's data is the way to go, with social media and social network. That is even worse. And so you have these friendly advertisements that are telling you, That, with a smiley face that, you know, yeah, you should, upload all your data on, Apple cloud or Google cloud.

And in general, cloud backups are great, right? You want to have some sort of redundancy in your life, but the reality is that you should be able to upload those. In an encrypted way, and yet most of this data sits unencrypted because, the big tech companies have to decrypt it and use it for, to milk the information to pay for, for, another month of their new data centers.

the, issue is, we have so much power in our hands through our phones. the phones that we have today are much more powerful than the phones that we, or even the computers that we have 10 years ago or 5 years ago. And so We should, we are at a stage where we can use this hardware, not only for communicating, but also for in the future for AI processing and inference and so on.

is, we need to, understand that the word cannot be connected to Google. I mean we cannot be a function of Google. We cannot be a function of AWS. And so I think that, there is, escalating pace of, towards centralization and it's almost a black hole.

And eventually, the, we'll attract all the lights and if we are too close to it, no lights will come out anymore. And, that's why we want to really to double down on this technology, because it's not going to be easy, right? It's going to be very challenging, and most of the people don't care, as Maite has said before.

Most of the people will think, everything works with WhatsApp and, Signal, but Signal announced that their 2023 costs for data centers and data center costs are around 50 million, and they, apart from the mobile coin that was not The best thing that they could do, there is, it's not easy for them to monetize.

And the problem is that if you are, you're basically almost the only way to monetize it is to sell your customer's data. So if you don't want to sell your customer data, eventually your service will not be sustainable. So the only way to make it sustainable is actually going back to peer, where you can leverage people, infrastructure, people, connectivity, people, phones, people, processing power, Deliver very high quality communication system.

And when they will care, it will be probably usually too late if nothing exists yet. when people will care is because shit is hitting the fan. And, you really want to have a solution that is not, that will survive if, the countries around you or around the country where you live are not going to be nice to your own country.

So that's the view to peer-to-peer. The peer-to-peer wheel system will keep working if your neighbor countries are not going to be nice towards you. That's independence, that's resiliency, those are terms that, we need to take very seriously, especially seeing where the, world is going to.

Knut: Yeah, I think we're all primed for, centralized solutions, from a very young age. this is the state, this is what it is like, state funded schooling. state funders or state subsidized media. We are, like brainwashed into, trusting, institutions all our lives.

So I think that is somewhat connected to why people are so reluctant to be vigilant about this on the internet. I think the two go hand in hand that we, take the comfortable way, or most people take the comfortable route of, not taking responsibility for their own stuff. not only on the internet, but outsourcing responsibility to the government is basically the, another side of the same coin, right?

Mathias: I also find it very interesting, especially being from a small country like Denmark that doesn't have a lot of homegrown infrastructure. And I'm just seeing how much communication with some of the public entities is happening through centralized platforms like Facebook and things like that, where even though we centralize it, we also centralize it in companies that we don't even have any control over in different countries where we probably have, no rights at all.

So it's like hyper centralization, especially from the weakest point of view. And I think that's super problematic. And I'm always. Thinking it's, weird that we're not talking about that more especially when you look at the things that they're trying to do in the EU, they're almost trying to just push more in that direction, which I find even more interesting.

yeah, definitely. it's, a huge problem and it's only getting bigger. And that's, why

Challenges and Future of Decentralization

Luke: So to what level can decentralization actually get there? What is the limit to decentralization? And I'll calibrate this with an example. The internet itself, you said it was built to essentially originally be decentralized, but we don't have it. For physical links, like individual physical links between each other, the fiber or whatever the wire is goes together into another group of wires, which eventually go into some backbone, which is operated by a company.

And then that goes into the global Internet. And so somewhere it centralizes into telecom companies and other services. It might be decentralized on one level, but there is a layer of centralized services that make the internet work that isn't necessarily the so called cloud providers and that sort of thing.

So is there a limitation to how far this can go?

Paolo: I think the, in general, sure, there are the ISPs and, their physical infrastructure is in part centralized, but also you start having redundancy, right? So for example, the backbones are redundant. There are multiple companies running, cross connects across different areas of the world.

Now you have Starlink if you want. that is a great way to start decentralizing connectivity because Starlink will not be the only one that will run satellites, so there will be multiple companies that will allow you to connect through satellites, plus you have normal cabling.

So you will have, it will become a huge mesh network, it's already in part, but it will become more and more a huge mesh network. in general, you will always find a way, even with a pigeon, to start sending bits out of your house.

I think the most important part is, you have to be in control of your own data, and then, you need to send this data with the shortest path to the people that you want to talk to. Right now, I usually make this example, because I think it's When we do this presentation, we try to make people think about how much waste also centralized systems have created.

imagine you live in Rome, you live in Rome and you have your family. Most people live nearby their families. That is a classic thing among humans. 90 percent of the people live nearby their families. Maybe nearby, like 10km, 50km nearby. If you talk to your family, every single message, every single photo that you will send to your family, that message will travel, instead of going 50 kilometers in a nearby town where your mother lives or your father lives, it will travel every single message, every single bit of every single video call or every single bit of every photo will travel 5, 000 miles to Frankfurt just to go back 50 kilometers from you.

Imagine how much government spent in order to create these internet lines and to empower them to make it bigger, more, with more capacity Peer to peer allows with a lower latency, allows to save on bandwidth, allows to save on cost of global infrastructure.

So that's how, actually, We can create better mesh networks, more resilient mesh networks, just because data will always find the shortest path from one point to another.

And still all roads lead to Rome. I'm Italian, so I need to use Rome as an example.

Knut: Yeah.

Mathias: I think the discussion here is really interesting compared to Bitcoin, because it's actually the scaling longer term. Sovereignty, like how, Bitcoin kind of told us very direct terms that if you have a key pair, you have your money.

And it doesn't matter where you are in the world. If you have that key pair, you have a way to get to that money. the means of transportation, it's actually very uninteresting in that sense, because you have it with you. The Internet today, the centralized Internet is designed in a way where, what does it mean to go to Facebook?

it's really hard to explain because it's like some certificate that issued by somebody, and there's. Some, cabal of companies that manages them, there's some regulations around it, but we don't really actually understand it that well as normal people. Technically, we can understand it, but it's very, centralized and it's very, opaque and it's built into the infrastructure in that way, in a bad way.

And, with Pure Technology, we're taking the same approach as Bitcoin here and saying, You're just a key pair, and the other person is just a key pair, and there's a bunch of protocols around that, but the transportation is actually not that interesting. Right now, we use the internet to do it.

We'll probably do that for a long time, but there's no reason why we can take the same technology we have right now and in 50 years run it on, laser beams or something else, because we're taking the software and feedback.

Bitcoin and Holepunch: Drawing Parallels

Mathias: I think, that's the main thing to think about in that. Discussion.

Luke: when, Paolo, when you were talking about that people don't care, when you were saying that people don't care because WhatsApp just works, I was at the same time thinking that's the parallel of people saying that, I don't care because Visa just works, right? And so the parallel between Bitcoin and what you're doing at Holepunch, Keet, everything else here, really seems to be tracking along the same line.

And I guess there's the connection that, I won't say all, but a lot of the people involved are already in the Bitcoin ecosystem. But can you comment on is there a little more of a connection there between Holepunch and Keet and Bitcoin?

Paolo: Yeah, Bitcoin definitely is working and servicing, I think, in a good way, many, people in communities. The users of Bitcoin today are, unfortunately, and also that relates to Tether, mostly, in the Western world, in the richer countries, as a way to save wealth and, as a store of value, more than a means of exchange.

For different reasons, right? We'd like a network that would improve, of course, over time, and there will be different approaches, but, still, the world is not yet using Bitcoin, but the world will use Bitcoin when shit will hit the fan. but the beauty of Bitcoin is that an option is already there, is available, and when something bad will happen, people immediately, with a snap of a finger, will turn to Bitcoin, and will have it and can use it. don't have that in communications. What is our communica our parallel with communications, if we don't have it? I don't know, because if, if suddenly centralized communications will, be blocked, then, or privacy in communications will be blocked, and you cannot, you cannot use Whatsapp, or Whatsapp has to start giving all the information to every single government.

and the government will become more evil than what they are today, also western governments then. don't, we wanted to build the exact parallel as we said it, we just tried to describe it, that with Bitcoin, for communications. We need to have something that, since there are so many alternatives that are working as with your, you can make the parallel with Visa, right?

Visa is working today, so people are still using a lot of Visa, but if something will happen, they will use Bitcoin from one day to another. Whatsapp is working, and Zoom is working, and Google Meet is working, so people don't feel the urge, but there will be a trigger point when people will feel the urge at some point in their lives, because something happened around them, and we need to make sure that kit will be available to them.

and will be an option, will be stable, will be well designed so that when they will need it the most that option will be available to them.

Luke: Yeah, fantastic.

The Future of Decentralized Communication

Luke: And so I think the follow up I have, and just to get back to the earlier discussion a little bit with Nostr, the communication in terms of messaging, I absolutely see that and directly in what Keet is, I already absolutely see that. Is there a goal to get somewhere towards more like Social media, social networking, things like that in a, in certainly a decentralized way, but right now there isn't something like that as I understand it, coming from, Keet.

So is, that a goal? Is that on the roadmap?

Paolo: Yeah, it is on the roadmap, it's something that, so we had to start with the thing that we thought was more urgent and also the thing that could have been, would have been a game changer. social media is very important, especially In difficult situation, you want to get news, and you want to get unbiased news, so you want to use, social networks to see what's happening in the world.

But we, think that the most sacrosanct thing that you need in your life is to be able to talk to your family and friends in any situation with the highest privacy possible. that's the first thing that we tackled, and also was a way to battle test the technology with, KIT you can do high quality video calls as well, so if we are able to tackle in the best way possible privacy and extreme scalability of peer to peer communications, then on top of that foundation we can build also social media and every single other application that we have in mind.

Mathias: But first, we wanted to tackle the hardest problem. No, I think it makes a lot of sense. And I also just want to say, as a, probably like one of the most prolific KEET users, I use KEET right now also as a very, like a social media, we have big public rooms where we talk about KEET and talk about technology. I get a lot of the value I would get otherwise on Twitter X from that because I, it's like a public platform for me to, get ideas out there, but also interact with users directly.

And I think, there's many ways to take them as a young app. And we're talking about this a lot, obviously it has to be simple, has to be parent approved. My parents can figure it out, but I think, to a large degree, all really healthy social networks that are actually, to some degree, a communication app.

And it's also just a really good way to get local news and to get this locality that Peter is good at. That doesn't mean that we might not also make other things, but I think it's a hard line to set the difference between a social network and a communications app when it's structured correctly,

Interoperability and User Experience

Luke: Yeah, and this, another thing that came to mind just as, you were talking about these parallels, as, I understand it, the account system with Keet is, essentially still just a, Key pair. Correct me if I'm, wrong,

Mathias: Very, true.

Luke: you backups with the same 1224 words.

Is, that fully interoperable as well? Is that, could be your Bitcoin key. That could be

Mathias: We use the, same, I can't remember the date, the BIP, but there's a BIP for like during key generation. So we can use it also in the future for other things. and you have those words, you have your account, and that's, we never store that. And that's like your sovereignty and, no, I was just going to say that lets you use it seamlessly on different devices also. It's one of those things that I love because I know what's going on when you use keyed Insanely hard problem, but it's solved by the runtime, and it just works seamlessly and I think that's, the beauty of it.

Paolo: I think there's some UX stuff to figure out about onboarding that stuff a little bit easier for normal people. That's probably to a large degree the same for Bitcoin. The other part that I would do with Bitcoin is that, with Bitcoin, with your 12, 24 words, you can access your private wealth. the beauty of Bitcoin is that you can remember 12 24 words, you cross borders, and you carry with you your wealth. You can do the same thing with your digital private life.

You remember 12 24 words, they could be the same by the way. whatever happens, you can spawn back your digital private life fully encrypted from, one of your other devices that you connected that is somewhere else in the world. So when you start seeing and understanding the unlock in terms of also human resilience that this creates is very, insane and can create a very powerful, that can be used for, to create a very, powerful applications, not just communications, but you can build.

Really any sort of interaction, even mapping. Imagine peer to peer mapping, where basically data is not stored in one single location. You can access, tiles of the maps, from, local people that curate them in a better way. So the, level of applications that you can build, All unlocked by the same technology that is being used by Bitcoin is very, incredible.

Luke: Yes, absolutely it is. And what do you think of the idea that all of this stuff is just interoperable now based on essentially you have your private key and there you go. It doesn't matter the technology stack. Is that sort of an agnostic thing where you can take your data to any one of these systems?

What you're building with Keith being one, Nostr being another, Bitcoin being a third, what do you think of that?

Paolo: Yeah, the fact that, data is yours, right? So you should do whatever you want with your data. That is, I think, an axiom that we should assume. And, it shouldn't even, we shouldn't even discuss about this, right? We are discussing about it because people are trying to take away this axiom from us.

The, you are a key pair, and you're basically, unique, and uniqueness is expressed by the cryptography around those 24 words, and that's, that also is a way to prove your identity, it's a mathematical way to prove your identity.

No one can steal that from you, of course, but no one can track it as no one can impersonate, should not be able to impersonate you. So it's truly powerful.

Mathias: also think it's like worth remembering here also in this discussion that a lot of very high valuable data for yourself is actually not that big, but centralized platforms take it hostage anyway. if you take all my chat history and, I have pictures, but like a couple of the pictures would probably be bigger than all my chat history ever.

but a lot of that, those messages have a lot of value for me, especially personally and also being able to search through it and have infinite history, it's very valuable for me personally. But it's very scary for me if that's on some other platform where it gets leaked at some point, et cetera, et cetera.

But we already have the devices, just normal consumer devices that we buy, that we all have, phones, computers, whatever, that have more than enough capacity to store multiple copies of this. In terms of like per user, data production, it's a manageable problem.

And I think it's interesting how, providers force us to think in terms of giving that data away, even though we could easily store it.

Paolo: And this is even more important when we think about potential, AI applications, right? So imagine your best assistant. Paolo's assistant should go through all my emails, my kids chats, my old social stuff, and be able to be my best assistant. But in order to do that, I have two options.

Either, I imagine that OpenAI would come with an assistant. They would upload, All the information on their servers, crunch that information, and then, use it to serve, me, but also service their own needs. And that can become very scary, also because they wear a hat. It's public, right?

you don't want your most intimate codes that your best personal assistant could know, to be on somewhere else, rather than your devices. And so people were, people never uploaded, at least most of the people would never upload medical, information on Facebook, right? But they are uploading it on ChatGPT to get a second opinion.

so things can be, get even scarier than what we described today because, we, discussed about social media, that is basically, the fun part where we upload photos, But, things can become scarier when it comes to privacy and data control with ai.

So I want to see a future where I have a local AI that can read all key messages that I have from my local phone on my local device, and can become the best powers assistant possible without renouncing to my privacy, and also still governed by the same 24 words. the fine tuning that is applied on that LLM should stay local to my own device, and it should be in control of that.

And still, the current power of the devices that we have makes it possible. We should not fall for the same lie. We don't need, of course, big data centers with GPUs are important for training a huge LLM, but that is a generic LLM. You can take that one and then fine tune it with your own data and run it by yourself.

And for most of it, unless you want to do crazy things, that is more than enough and can run on modern GPUs or local GPUs or your phones. We should start thinking that we can build local experiences without having an API all the time connected to someone else's data center.

Knut: Yeah.

The Role of Tether in the Crypto Ecosystem

Knut: It's super interesting. you briefly just briefly mentioned tether before and I think we need to get into this. what is it and how much of a maxi are you, Paolo?

And, what, made this thing happen? Can you give us the story here about Tether?

Tether's Origin and Evolution

Paolo: Tether started in 2014. I consider myself a maxi, but running Tether, you could say that, I'm a shit coiner. I don't mind, right? I like what I do, and I think I'm net positive, so it's okay. Tera was born in 2014 with a very simple idea. there were a few crypto exchanges in, 2014.

it was Bitfinex, Coinbase, Kraken, Bitstamp. OKCoin, there was BTCChina, and just a few others, right? Around 10 that were meaningful. The problem back then was to do, trading arbitrage, you sell Bitcoin on the exchange where the price is higher, you take the dollars. From that sale, you move the dollars on the exchange where the price is lower and rinse and repeat.

That is called arbitrage. It is a property of every single efficient financial system. And that also helps to keep the price of Bitcoin in line across different exchanges. But, that was very, hard in 2014. If you remember in 2013 was the first year that Bitcoin broke the 1, 000.

But on some exchanges the price was 1. 2, on others was 900. in order to arbitrage that price difference, you have to move dollars from one exchange to another and Bitcoin from one exchange to another. You can move Bitcoin from one exchange to another. 10 minutes, but dollars would take days, right?

International wires. And so of course the opportunity arbitrage was, fully gone by, the, time the wire was hitting the, receiving exchange. the reason why we created that was, USDT was simply to put the dollar on a blockchain so that we could have the same user experience that we had with bitcoin.

For the first two years, almost no exchange apart Bitfinex understood USDT. Then Poloniex in 2016 started to add the USDT across for against every single trading pair. There was the start of the ICO boom. 2017 was the peak of the ICO boom and, USDT reached 1 billion in market cap. Fast forward in 2020, we had around 10 billion in market cap, and then the bull run started, but also another important thing started, that was the pandemic.

USDT's Impact on Emerging Markets

Paolo: So the pandemic had a huge effect on many economies around the world, in all the economies around the world, but especially in emerging markets, developing countries.

Basically pandemic also killed entire economies. And so as a Bitcoin you would think, oh, all these people that are in countries like Argentina and Venezuela and Turkey and so on, they should use Bitcoin and they should, they should, only use Bitcoin because everything else is cheap.

So that is pretty much, the approach that we have as Bitcoiners that, I believe in. But the problem is that. Not everyone is ready, so not everyone has our time to understand Bitcoin. Not everyone has yet the full skill set to understand Bitcoin at this stage, at this moment in time.

we as Bitcoiners didn't build the best user experience in the world, right? So one of the best wallets for Bitcoin is still Electrum. That, is not necessarily nice and well done for and simple to be used for, a 70 year old lady. so we need to do a better job as Bitcoiners to build better user experiences we want Bitcoin to be more used around the world.

At the same time, 99 percent of the population knows, especially the ones that are living in high inflation areas, knows that there is the dollar that is usually Much better currency than what they hold in their hands. the US dollar is not, definitely not perfect. It's not the perfect fiat currency. but it's like the tale of the two friends running away from the lion, right?

you have, one friend tells to the other, Oh, the lion is gonna kill us. We have to run really fast. And one of the two friends says to the other, I just have to run faster than you, right? So the US dollar is the friend that is running faster, in a sense that is the one that is likely better than the others.

And so being better than the others is creating a sort of safety feeling among 5 billion people in the world that live in high inflation countries. And for those people that, they don't have yet the time, they didn't have the luck also, maybe, to understand Bitcoin, they are, in fact, using USDT.

If you live in Argentina, peso lost 98% against the US dollar in the last five years. The Turkish L lost 80% against the US dollar in, the last five years. So of course, Bitcoin would be better than the US dollar, but even already, if you hold the dollar, you are the king of the hill there, right?

So because it's, you are able to preserve your wealth much, better than almost anyone else in the region. I think, USDT is offering a temporary solution and is providing a service, a very good service to people that don't have alternatives and good alternatives and they are very, familiar with the U.

S. dollar already. so eventually, the hyperbitcoinization, I think it will happen. there is no way it won't happen. It's hard to pinpoint on a time when, that will happen. But it's all about the turning point. What the economy will look like in the next, 10, 20 years and what trigger point there will be for fiat currencies to blow up and become irrelevant.

Bitcoin as a Savings Account

Paolo: the way I see it is that it's likely that the U. S. dollar will stay around for a while, and people might still want to use, the U. S. dollar as a checking account, but they, should start to use, Bitcoin as their savings account, in the checking account, you, are happy to not make interest, It's something that you use for payments, it's something that you are okay to detach from because it's the money that you are ready to spend.

The savings account is the thing that we should fight for. This thing is the thing that matter the most, and, it's the thing that will is protecting people wealth. And so in the long term. And in the medium term, we should push for this savings account to be Bitcoin. also with Tether, we are heavily investing in companies, in Bitcoin companies.

we support the Blockstream. We supported so many in the space that are, we, are supporting RGB. That is a protocol that is building, assets on top of, like network, style channels. Thank you for listening. and we buy Bitcoin ourselves. We do a lot of Bitcoin mining.

We develop, I think, the best and most sophisticated Bitcoin mining software, by the way, based on hole punch technology. It's like IoT for Bitcoiners and Bitcoin mining. It's very cool. we are relying on the dollar and, you could say that USDT is helping the dollar, expansion, but the same way I don't think Dollar and Bitcoin aren't necessarily opposed to one or the other.

I think that Bitcoin has its own path. And no matter what happens, there is no way to slow it down. I think, it's going to be inevitable success. It's going to be inevitable that it will become global internet money and global words money. No country will trust to each other with, with each other currencies for, for a longer time, and so the only viable solution is a currency that is governed by math.

That is the only objective way, objective thing that we have in the universe. that's my train of thoughts on, Tether and Bitcoin.

Knut: Oh, thank you. Thank you for that explanation. It explains a lot of things. To me, it sounds a bit like you're a lubrication company, like selling lubrication for the transition between the rape of the dollar to the love fest of the hyperbitcoinized world, to make the transition a little smoother.

Paolo: we are more than, at Tether we have also this educational arm and, believe it or not, the majority of the creation we do is actually on Bitcoin, right? So we are supporting the Plan B network led by the great Giacomo Zucco. The unfortunate thing is that USDT, didn't have a marketing team up to, 2022 with Tether.

So basically, I wish I could say that success of Tether is because we were super intelligent and great. but actually the success of Tether, unfortunately is a symptom of the success of, of, national economies. And it's sad if you think about it, right? So the success of your main product U as it is, They're actually proportional to the FACAP of many central banks. And, but it is what it is, right? So we need to do what we do at, really, at DataRace, creating all these educational contents to try to explain that, sure, we are providing a tool for today, but, For tomorrow you probably need, you need to understand that you have other options, you need to understand Bitcoin, because as we said for, Keith, right?

So the moment when you will need the most Bitcoin, it has to be available, you need to understand it, so that is a true option for you. The way we, see bitcoin education.

Knut: No, and, something like Tether would have, emerged, either way, and it's very comforting to know that it's run by Bitcoiners and not by a central bank itself or something. yeah, and the Plan B Network, I was a guest lecturer there in Logano and it was fantastic.

I love what you're doing there with the educational hub. And we even got Giacomo to write the foreword to our new book here that you can see here behind Luke.

Luke: Always say the title, Knut. Always say the title.

Knut: Bitcoin, the inverse of Clown World. It's, you, if, you're good at maths and emojis, you might be able to figure out the title from the cover, but it's one divided by Clown World anyway, which is on the opposite side of the everything divided by 21 million equation, So anyway, looking forward to seeing you in Lugano and giving you both a copy of the book, of course.

Paolo: Oh, with pleasure, with great pleasure, with a nice, education.

Luke: Absolutely. Yep.

Plan B Forum and Future Events

Luke: 100%. And we have to wind things down, but I'll just say as well, yeah, absolutely looking forward to Lugano Plan B Forum. Always a highlight of the year. It was my first time last year. I absolutely loved it. can't wait to attend this year.

so it's the 25th, 2020 6th of October, 2024. this year, it's a Bitcoin event that is not made to make money. So the problem with events is that. You have to find sponsors, and usually, sponsor might not be well aligned with the message you want to give, right? I think Tether is lucky enough, to not have to make money on the event.

Paolo: I want to have, good, guests. I want to have great speakers. I want to have the messaging. That is not only about Bitcoin, it's about, freedom of speech as well. We had the family of Assange for the last few years, and I think that they will come also this year.

I'm going to be probably killed by the By our marketing team, I'm not sure if they announced it, but we are going to have another Plan B event also in El Salvador next year, so we're trying to create this network of cities and countries that have things in common and, invite people that want to share knowledge around the world.

And, yeah, and of course we, are very proud of the good food that we, serve in Lugano. So that is another thing that, not all the bands can say the same thing.

Knut: No, it's fantastic. And we happened to bump into the Assange family at the cocktail bar in a fancy hotel and, had a very interesting conversation with them there. So if you're listening. Anyone from the Assange family is welcome on the show any time. So yeah, no looking forward to that event for sure, we had a great time.

And I think we're even playing this year, aren't we, Luke?

Paolo: You're

Luke: yeah, the Satoshi Rakamoto is in the event there, we, played, back in Prague, it was my first, time, but Knut is a regular at the Rakamotos.

Yeah, we played at Lugano last year Oh, anything and everything, what did we do in Prague?

Knut: paranoid and,

Paolo: Can I commission a

Knut: What song would you like to hear?

Paolo: I have two that I would suggest. One is Nothing Else Matters.

Knut: Alright.

Paolo: So I think that, is very inspiring, right?

Knut: Bitcoin, for sure.

Nothing Else Matters. it's perfectly aligned with Bitcoin. And, the other one is Sad But True. Oh, that would be fun. We'll squeeze in some Metallica there, won't we, Luke?

Mathias: we'll 100% have those songs ready to go. We also have, a big peer to peer track at the conference,

Knut: Yeah.

Mathias: not so much music, but yeah, that's peer to

Knut: Nothing else matters.

Luke: looking forward to that.

Knut: Sorry, brain fart. Sad but true is about the dollar still being around,

Paolo: Yeah, you can say that.

Luke: Okay.

Final Thoughts and Closing Remarks

Luke: Hey, we have to wind things down here because, we're, almost, out of time. So I'll just hand this, back to you both. Is there anything else you'd like to, mention about, your plans in the upcoming couple of years, in, key, toll, punch, anything like that?

Mathias: only that we're, like I said, we're integrating really hard right now, and it's a really fun time to, join the company because, we're small and efficient We get to work with Tether, which has a lot of benefits and it's getting really fast, so definitely check that out. And it's also a really fun time to join Keith in our public rooms.

There's a lot of very personal, in a good way, intense chats where you get to be part of the loop. I love to be part of those early communities and I would suggest everybody to check that out and go to the website and try it out.

Paolo: we will certainly do that. Yeah, I couldn't agree more. So go check out Keith and Holepunch and the Plan B forum in Lugano, You could visit tether. io, that is, the website where we are trying to explain what we have in our minds between, finance, bitcoin mining, energy production, AI, communications, brain chips and stuff, right? I think it's more exciting.

Mathias: Just those things, that's all.

Paolo: Yeah, we can piss off more than this. Thanks.

Mathias: a

Luke: No, It's just perfect. and is on that note, is there anywhere else specific you'd like to direct our listeners?

Paolo: just follow the social channels and give us feedback on kit all the time because these technologies, needs everyone's help to be nailed them.

Mathias: We love technical feedback. We love UX feedback. We're trying to make something that works for the masses, so anything is good.

Luke: So that's, all at Keet. Is that correct? For Keet?

Mathias: Key. io and pairs. com for our runtime. It's all peer to peer.

Knut: Alright,

Mathias: Wonderful. And you're also still on the legacy social media platforms, right? Yeah.

Knut: we'll make sure to include links to your handles so people can find you there if they would like. forward to seeing you in Lugano.

Paolo: Likewise, I

Knut: But yeah, worth saying again.

Paolo: Thank you for having an invitation.

Luke: Yes, we'll wrap things up here. This has been the Bitcoin Infinity Show.

@ 09fbf8f3:fa3d60f0

由于gmail在中国被防火墙拦截了，无法打开，不想错过邮件通知。

通过自建ntfy接受gmail邮件通知。 怎么自建ntfy，后面再写。

---

2024年08月13日更新：

修改不通过添加邮件标签来标记已经发送的通知，通过Google Sheets来记录已经发送的通知。

为了不让Google Sheets文档的内容很多，导致文件变大，用脚本自动清理一个星期以前的数据。

---

准备工具

• Ntfy服务
• Google Script
• Google Sheets

操作步骤

1. 在Ntfy后台账号，设置访问令牌。
2. 添加订阅主题。
3. 进入Google Sheets创建一个表格.记住id，如下图：
4. 进入Google Script创建项目。填入以下代码（注意填入之前的ntfy地址和令牌）：

```javascript function checkEmail() { var sheetId = "你的Google Sheets id"; // 替换为你的 Google Sheets ID var sheet = SpreadsheetApp.openById(sheetId).getActiveSheet();

// 清理一星期以前的数据 cleanOldData(sheet, 7 * 24 * 60); // 保留7天（即一周）内的数据

var sentEmails = getSentEmails(sheet);

var threads = GmailApp.search('is:unread'); Logger.log("Found threads: " + threads.length);

if (threads.length === 0) return;

threads.forEach(function(thread) { var threadId = thread.getId();

if (!sentEmails.includes(threadId)) {
  thread.getMessages().forEach(sendNtfyNotification);
  recordSentEmail(sheet, threadId);
}

}); }

function sendNtfyNotification(email) { if (!email) { Logger.log("Email object is undefined or null."); return; }

var message = `发件人: ${email.getFrom() || "未知发件人"} 主题: ${email.getSubject() || "无主题"}

内容: ${email.getPlainBody() || "无内容"}`;

var url = "https://你的ntfy地址/Gmail"; var options = { method: "post", payload: message, headers: { Authorization: "Bearer Ntfy的令牌" }, muteHttpExceptions: true };

try { var response = UrlFetchApp.fetch(url, options); Logger.log("Response: " + response.getContentText()); } catch (e) { Logger.log("Error: " + e.message); } }

function getSentEmails(sheet) { var data = sheet.getDataRange().getValues(); return data.map(row => row[0]); // Assuming email IDs are stored in the first column }

function recordSentEmail(sheet, threadId) { sheet.appendRow([threadId, new Date()]); }

function cleanOldData(sheet, minutes) { var now = new Date(); var thresholdDate = new Date(now.getTime() - minutes * 60 * 1000); // 获取X分钟前的时间

var data = sheet.getDataRange().getValues(); var rowsToDelete = [];

data.forEach(function(row, index) { var date = new Date(row[1]); // 假设日期保存在第二列 if (date < thresholdDate) { rowsToDelete.push(index + 1); // 存储要删除的行号 } });

// 逆序删除（从最后一行开始删除，以避免行号改变） rowsToDelete.reverse().forEach(function(row) { sheet.deleteRow(row); }); }

```

4.Goole Script需要添加gmail服务，如图：

5.Google Script是有限制的不能频繁调用，可以设置五分钟调用一次。如图：

结尾

本人不会代码，以上代码都是通过chatgpt生成的。经过多次修改，刚开始会一直发送通知，后面修改后将已发送的通知放到一个“通知”的标签里。后续不会再次发送通知。

如需要发送通知后自动标记已读，可以把代码复制到chatgpt给你写。

效果预览：

@ 57d1a264:69f1fee1

The European Accessibility Act is coming, now is a great time for accessibility trainings!. In my Accessibility for Designer workshop, you will learn how to design accessible mockups that prevent issues in visual design, interactions, navigation, and content. You will be able to spot problems early, fix them in your designs, and communicate accessibility clearly with your team. This is a practical workshop with hands-on exercises, not just theory. You’ll actively apply accessibility principles to real design scenarios and mockups. And will get access to my accessibility resources: checklists, annotation kits and more.

When? 4 sessions of 2 hours + Q and As, on: - Mon, June 16, - Tue, June 17, Mon, - June 23 and Tue, - June 24. 9:30 – 12:00 PM PT or 18:30 – 21:00 CET

Register with 15% discount ($255) https://ti.to/smashingmagazine/online-workshops-2022/with/87vynaoqc0/discount/welcometomyworkshop

originally posted at https://stacker.news/items/971772

@ 57d1a264:69f1fee1

Crabtree's Framework for Evaluating Human-Centered Research

Picture this: You've spent three weeks conducting qualitative research for a finance app redesign. You carefully recruited 12 participants, conducted in-depth interviews, and identified patterns around financial anxiety and decision paralysis. You're excited to present your findings when the inevitable happens:

"But are these results statistically significant?"

"Just 12 people? How can we make decisions that affect thousands of users based on conversations with just 12 people?"

As UX professionals, we regularly face stakeholders who evaluate our qualitative research using criteria designed for quantitative methods... This misalignment undermines the unique value qualitative research brings to product development.

Continue reading https://uxpsychology.substack.com/p/beyond-numbers-how-to-properly-evaluate

originally posted at https://stacker.news/items/971767

@ 502ab02a:a2860397

โครงการ “Meat Free Monday” หรือ “จันทร์ไร้เนื้อ” เริ่มต้นในปี 2009 โดยพอล แมคคาร์ทนีย์และลูกสาวสองคนของเขา มีเป้าหมายในการลดการบริโภคเนื้อสัตว์เพื่อสุขภาพของมนุษย์และสุขภาพของโลกอย่างน้อยสัปดาห์ละหนึ่งวัน โดยอ้างถึงเหตุผลด้านสุขภาพและสโครงการ “Meat Free Monday” หรือ “จันทร์ไร้เนื้อ” เริ่มต้นในปี 2009 โดยพอล แมคคาร์ทนีย์และลูกสาวสองคนของเขา มีเป้าหมายในการลดการบริโภคเนื้อสัตว์เพื่อสุขภาพของมนุษย์และสุขภาพของโลกอย่างน้อยสัปดาห์ละหนึ่งวัน โดยอ้างถึงเหตุผลด้านสุขภาพและสิ่งแวดล้อม ​

https://youtu.be/ulVFWJqXNg0?si=eMs-CxtPE1kjljLD เซอร์พอล แมคคาร์ทนีย์ได้ผลิตภาพยนตร์สั้นเรื่อง "One Day a Week" เพื่อส่งเสริมโครงการ MFM โดยเน้นถึงผลกระทบของการบริโภคเนื้อสัตว์ต่อสิ่งแวดล้อมและสุขภาพของมนุษย์ ภาพยนตร์นี้มีการปรากฏตัวของบุคคลที่มีชื่อเสียง เช่น วูดี้ ฮาร์เรลสัน และเอ็มมา สโตน

MFM ได้รับการสนับสนุนจากโรงเรียนมากกว่า 3,000 แห่งในสหราชอาณาจักร รวมถึงหน่วยงานการศึกษาท้องถิ่น เช่น เอดินบะระและทราฟฟอร์ด โดยมีการจัดทำชุดข้อมูลสำหรับโรงเรียนเพื่อส่งเสริมให้นักเรียนมีสุขภาพดีขึ้นและเป็นพลเมืองที่มีความรับผิดชอบต่อโลก แนวคิดนี้ได้รับการสนับสนุนจากองค์กรต่าง ๆ เช่น ProVeg International ซึ่งมีบทบาทในการส่งเสริมอาหารจากพืชในโรงเรียนผ่านโครงการ “School Plates” โดยให้คำปรึกษาเกี่ยวกับเมนูอาหาร คำแนะนำด้านโภชนาการ และการฝึกอบรมการทำอาหารจากพืช ​รวมถึงมีการสนับสนุนจากหน่วยงานท้องถิ่นและองค์กรต่างๆ ทั่วโลก เช่น เมืองเกนต์ในเบลเยียมที่มีการจัดวันพฤหัสบดีปลอดเนื้อสัตว์อย่างเป็นทางการ และเมืองเซาเปาโลในบราซิลที่มีการสนับสนุนจากสมาคมมังสวิรัติของบราซิล

อย่างไรก็ตาม มีข้อกังวลเกี่ยวกับการแทรกแซงขององค์กรเหล่านี้ในระบบการศึกษา โดยเฉพาะในโรงเรียนระดับ K-12 ที่มีการนำเสนออาหารจากพืชในวันจันทร์ โดยอ้างถึงประโยชน์ด้านสุขภาพและสิ่งแวดล้อม ​การดำเนินการดังกล่าวอาจส่งผลต่อการรับรู้ของเด็ก ๆ เกี่ยวกับเนื้อสัตว์ และอาจนำไปสู่การเปลี่ยนแปลงพฤติกรรมการบริโภคในระยะยาว​

นอกจากนี้ ยังมีการวิพากษ์วิจารณ์เกี่ยวกับการใช้คำว่า “Meat Free” ซึ่งอาจสื่อถึงการขาดบางสิ่งบางอย่าง ProVeg UK แนะนำให้หลีกเลี่ยงการใช้คำนี้และใช้คำอื่นที่เน้นถึงความเป็นมิตรกับสิ่งแวดล้อมแทน ​

ในขณะที่การส่งเสริมการบริโภคอาหารจากพืชมีข้อดีในด้านสุขภาพและสิ่งแวดล้อม แต่การดำเนินการที่มีลักษณะเป็นการบังคับหรือแทรกแซงในระบบการศึกษาโดยไม่มีการให้ข้อมูลที่ครบถ้วนและเป็นกลาง อาจนำไปสู่การล้างสมองและการเปลี่ยนแปลงพฤติกรรมการบริโภคโดยไม่รู้ตัว​ ดังนั้น การส่งเสริมการบริโภคอาหารจากพืชควรเป็นไปอย่างโปร่งใส ให้ข้อมูลที่ครบถ้วน และเคารพสิทธิ์ในการเลือกของแต่ละบุคคล โดยเฉพาะในกลุ่มเด็กและเยาวชน

ProVeg UK ได้เสนอให้เปลี่ยนชื่อจาก “Meat-Free Monday” เป็น “Planet-Friendly Days” โดยให้เหตุผลว่าคำว่า “Meat-Free” อาจสื่อถึงการขาดบางสิ่งบางอย่าง และอาจทำให้ผู้บริโภคมองว่าเมนูดังกล่าวไม่น่าสนใจ การใช้คำว่า “Planet-Friendly” ช่วยเน้นถึงความเป็นมิตรกับสิ่งแวดล้อมและส่งเสริมการบริโภคอาหารจากพืชในแง่บวกมากขึ้น

นอกจากนี้ทาง ProVeg UK ดำเนินโครงการ “School Plates” เพื่อช่วยโรงเรียนในการปรับปรุงเมนูอาหารให้มีความยั่งยืนมากขึ้น โดยให้คำปรึกษาเกี่ยวกับเมนูอาหาร คำแนะนำด้านโภชนาการ และการฝึกอบรมการทำอาหารจากพืช นอกจากนี้ยังมีการจัดกิจกรรมเสริม เช่น การแข่งขันออกแบบโปสเตอร์และชั้นเรียนทำอาหารจากพืช เพื่อส่งเสริมการเรียนรู้เกี่ยวกับระบบอาหารและกระตุ้นให้เด็ก ๆ ลองชิมเมนูใหม่ ๆ

ในส่วนของ ProVeg International ก็ยังสนับสนุนโครงการระดับชาติ เช่น “National School Meals Week” ในปี 2020 โดยให้คำแนะนำแก่โรงเรียนในการจัดเมนูอาหารที่ลดการบริโภคเนื้อสัตว์ และเสนอให้ใช้คำที่เน้นถึงรสชาติหรือส่วนผสมหลักของเมนู เลี่ยงการใช้คำว่า “meat-free” หรือ “vegan” ซึ่งอาจมีผลกระทบต่อการเลือกเมนูของผู้บริโภค แล้วยังมีการส่งเสริมการบริโภคอาหารจากพืชผ่านกิจกรรมต่าง ๆ เช่น “Veggie Challenge” ซึ่งเป็นโปรแกรมออนไลน์ฟรีที่สอนการทำอาหารจากพืช พร้อมให้คำแนะนำและสูตรอาหารรายวัน เพื่อช่วยให้ผู้เข้าร่วมสามารถเปลี่ยนแปลงพฤติกรรมการบริโภคได้อย่างยั่งยืน

จากข้อมูลข้างต้น แสดงให้เห็นว่า ProVeg International มีบทบาทในการส่งเสริมการบริโภคอาหารจากพืชผ่านหลายช่องทาง โดยเฉพาะในระบบการศึกษาและโครงการอาหารโรงเรียน เพื่อสนับสนุนการเปลี่ยนแปลงพฤติกรรมการบริโภคในระยะยาว

คำถามคือ ทำไมต้องเริ่มจากโรงเรียน? ก็เพราะเด็กยังไม่รู้จัก “ฟังร่างกายตัวเอง” ยังเชื่อในสิ่งที่ครู พ่อแม่ หรือคนในทีวีบอก ถ้าเด็กถูกสอนว่า “เนื้อวัวทำลายโลก” และ “ไก่ หมู คือปีศาจ” เด็กคนนั้นจะโตมาโดยมอง “ของจริง” เป็นของแปลก และมอง “ของปลอม” เป็นพระเอก

วันนี้ห้ามกินเนื้อ พรุ่งนี้อาจห้ามพูดถึงเนื้อ และวันหนึ่ง...เขาอาจห้ามเราผลิตเนื้อจริงเลยก็ได้

อย่าเข้าใจผิดว่าเฮียต่อต้านผักนะ เฮียชอบผักที่ขึ้นเองตามธรรมชาติ แต่เฮียไม่ชอบ "ผักที่มากับนโยบาย" ไม่ชอบ "จานอาหารที่ถูกกำหนดด้วยวาระซ่อนเร้น"

Meat Free Monday อาจเป็นแค่หนึ่งวันในสัปดาห์ แต่ถ้าเราไม่ตั้งคำถาม มันอาจกลายเป็นชีวิตทั้งชีวิตที่ถูกออกแบบไว้ล่วงหน้า

ที่น่าสนใจอีกอย่างนึงคือ MFM เป็นองค์กรไม่แสวงหาผลกำไรที่ดำเนินการภายใต้การสนับสนุนของ Charities Aid Foundation (หมายเลขทะเบียนการกุศล 268369) อย่างไรก็ตาม "ไม่มีข้อมูลสาธารณะเกี่ยวกับจำนวนเงินทุนหรือแหล่งเงินทุนที่เฉพาะเจาะจงที่สนับสนุนโครงการนี้"

#pirateketo #กูต้องรู้มั๊ย #ม้วนหางสิลูก #siamstr

@ 655a7cf1:d0510794

Currently have kyc BTC, huge fan of lightning Network. Because I am a constant user of lightning. Plan on doing my business with lightning as well , peer-to-peer I'm not sure if I'm so worried about kyc I might be misguided in this situation.

originally posted at https://stacker.news/items/679520

@ df478568:2a951e67

So I've worked on this cashu cards idea for a few thousand blocks. The plan is to sell them, while also keeping them open source. I had many of these ideas swarming around in my head for tens of thousands of blocks and fighting with doubt. That's the ultimate final boss. We, bitcoiners have the power to use bitcoin as a

• Store of value
• Medium of exchange
• Unit of account.

Nostr gives us the power to speak feeely. That's an often underlooked aspect of this new protocol. Bitcoin is great for sending value, but it's not tue most efficient way to communicate. There are ways to add messages to the base-chain, but that's not robust enough to build a marketplace. The marketplace consists of people speaking and exchanging value. Nostr provides us this value.

Since we are free to communicate witout censorship on nostr, we are free to use the protocol for almost anything we can imagine. It's a public space without communication restrictions and information verification system with a web of trust and active development. Think of all the bitcoin merch on Etsy. There are posters, T-shirts, coffee cups and more sold on the government/corporate controlled Internet.I'm selling merch on nostr to show them how to sell merch on nostr.

Birthday Cards And Other Stuff

![Front of the Cashu Card birthday card (https://r2.primal.net/cache/b/70/1b/b701bff0067f6c339bf3d0d05b27e72787e7869cd2c35ea59f1d0f5416102d66.jpg)

Wait, But Why✏ is a blog from Tim Urban who has a unique perapective on life. He sells Birthday Cards, Christmas cards, plush toys and coffee cups on this blog. I always thought it was cool that he monitized his articles by his inspired me to sell some of my own greeting cards, coffee cups, and other stuff. I'm building a store like that for my blog, but I want sats, obviously...So I printed some birthday cards at an actual print shop and was shocked at how great they looked. Now I'm selling some on my store. I'm selling them for 15,000 sats, but each card recieves 1,000 sats in Cashu(in the form of a QR code inside the card) I plan to donate some sats to cashu project and split up the profits with BitPopart who desigbed the cartoon characters. I would like to use zapsplits in Shopstr. I hear the NIP is easy to implment. I should vibe code it or something. Nevertheless, I'm using sats as a medium of exchange, store of value, ans unit of account. If bitcoin jumps over the moon, I'll need to adjust my prices. I have some ideas for other stuff to sell too. I prefer making as much as I can by myself. I'm not using a loom to make shirts, but I want to make t-shirts with Custom QR codes and nostr art.

Shop My Store

...So check out my store at https://shopstr.zapthisblog.com. It will help support me writing this blog, give me bitcoin IT experience, and make me feel like I'm contributing something of value to the bitcoin movement. My goal is for plebs to use these cards to educate their children, family and friends. How many times have you heard, "Bitcoin is just a speculative asset?" Bitcoin is an abstract idea built from abstract math, a tossed salad of computer science, Austrian Economics, obscure political philosophy, and math they don't teach you in high school.

Don't say, "buy bitcoin." Show people bitcoin is used like money. Give them something they can see, touch, and use. They can scan the QR code and watch the sats appear on their phone by magic with a message: Happy Birthday!

npub1marc26z8nh3xkj5rcx7ufkatvx6ueqhp5vfw9v5teq26z254renshtf3g0

Support Zap This Blog

895,209

Tip Sats

Got Questions?

@ e83b66a8:b0526c2b

If you’re thinking of buying a Bitaxe, here is some information about pools vs solo mining.

Firstly, although the terms are clear “pool mining”, “solo mining” there is nuance in these definitions, so I want to explain these terms fully.

Solo mining pools exist, such as: https://solo.ckpool.org/

It is called a pool, because you are using their credentials to mine, but you keep all the rewards if you win a block. Despite the name, this is not a pool.

You then have a pool such as https://ocean.xyz/ who are a pool, you use their credentials to mine, and you earn a share of their income relative to your contribution in hash power.

There has been some publicity about a solo miner winning a pool recently, there were about 12 blocks won in 2023 by solo miners. However a winning solo miner is likely to be a server farm with hundreds or even thousands of S19’s or S21’s sharing the same payout wallet address. The image of a home miner with a Bitaxe winning a block is extremely unlikely.

A solo miner is defined as a group of miners that share a payout wallet address, so for example you could have 10 Bitaxe’s at home all configured with the same BTC wallet address, this is considered a single solo miner. And so it is with mid tier mining farms, often privately owned, who have a number of machines set to the same payout address. Most of the time, they share earnings for a more reliable income, but the owner may decide to gamble on winning a block and so choose to solo (lottery) mine.

So far, my Bitaxe, which has been running for 4 days now and is part of the Ocean pool. It is earning about 50 Sats a day. If I were to wait for an on-chain payout, it would take around 60 years to receive one. I can, however, setup a BOLT12 lightning payout address and earn this tiny income through Lightning.

So here’s my recommendation.

Currently, there are two pools that control more than 50% of mining, Foundry USA and AntPool. This is a dangerous position and in fact Bitmain, who provide around 90% of all mining hardware actually invest and have stakes in these and several other pools. This is centralising mining and could potentially allow a 51% attack, which could compromise Bitcoin.

Jack Dorsey is currently developing competing mining hardware chipset, through his company Block and Ocean are attempting to decentralise the pools by building a truly independent option for miners to join.

If you buy a Bitaxe, the best way you can help alleviate the dominance of Bitmain is to join a true pool like Ocean to slowly move control away from the dominant pools.

Bear in mind that many of the other smaller pools are still controlled by Bitmain.

If you're still interested in lottery mining, here are your chances of winning a block:

Represented as Hash rates of different miners:

Nerdminer: 20 KH/s = 20,000 H/s

Bitaxe: 750 GH/s = 750,000,000,000 H/s

Bitmain Antminer S9: 13.5 TH/s = 13,500,000,000,000 H/s

Bitmain Antminer S19: 110TH/s = 110,000,000,000,000 H/s

Bitmain Antminer S21: 200TH/s = 200,000,000,000,000 H/s

Current Global Hash rate 628EH/s (Sept 2024) = 628,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000

If you're running a Bitaxe, your percentage chance of winning a block is:

0.000000000000000000000000000000000000000000119426751592357%

Over a year, your chances increase to: 0.00000000000000000000000000000000000000627707006369428%

Your chances of winning the UK national lottery (assuming 20M tickets sold and you buy one):

0.000005%

Over a year, your chances increase to: 0.00026%

Like in all things in Bitcoin, I don’t ask you to trust me. If you want to verify, here are the references I used in making my conclusions:

https://protos.com/chart-when-solo-miners-found-a-bitcoin-block/

https://investors.block.xyz/investor-news/news-details/2024/Blocks-New-Bitcoin-Mining-Chip-to-Be-Part-of-an-Ongoing-Project-With-Core-Scientific-to-Decentralize-Mining-Hardware/default.aspx

https://www.youtube.com/watch?v=Wo91DWvZRs8

https://i.nostr.build/9rQ9Plv6XQYtt6xd.jpg

@ 6830c409:ff17c655

Disclaimer: No artificial intelligence tool has been used to write this article except Grammarly.

There are some things that no one* wants to talk about in a public forum. One of those things is how we clean ourselves after using the toilet. Being a South Asian, I find the bathroom etiquette a bit different from where I am now- in the US. I don't think it is something we have to keep mum about.

[*Mostly]

Earlier, I had read a "Quora WAR" where there was a fierce fight between fellow Western country people vs Indians. Indians advocated using water and the West despised that and advocated using dry wipes/toilet paper. Recently (Yesterday), I remembered this Quora debate and I was curious, when was the commercial production of toilet tissues started? And what were the hygiene methods followed before that.

Obviously, My reading started with Wikipedia. And from there, it was a rabbit-hole. I don't know how, I kept on reading for almost 2 hours. And this piece is out of my understanding of things I read during that mere 2 hours.

We take it for granted today, but toilet paper has a fascinating story spanning thousands of years. From creative ancient solutions to the modern perforated roll, humanity's quest for comfort and cleanliness reveals surprising ingenuity.

Time Before Toilet Paper

Historically, people used whatever they had in their habitat, to clean themselves. This varied from grass, leaves, tree barks, etc. And yes, many civilizations insisted and used water as the main cleaning method. But this was mainly based on the availability of clean water.

Wherever the availability of water was in question, people got creative! Ancient Romans used "tersorium"- basically it is a sea sponge on a stick. They sock it in vinegar or salt water between uses. These were communal.

Greeks preferred smooth pottery fragments with rounded edges. Of course, no one wanted the other end of the digestive tract injured! :D

Early Chinese civilizations wrapped cloth around wooden sticks shaped like spatulas.

Medieval Europeans show their class divisions even in the bathroom! The wealthy used wool, hemp, or even lace. While commoners made do with whatever cloth they had- sometimes, their own sleeves (- today, YUCK!). In the 1700s rural Americas, people turned to nature, using corncobs and seashells.

No matter what we think about these methods, every civilization and every class of people in those valued one thing - Cleanliness.

True Toilet Paper Pioneers

We all know China invented paper somewhere near 100 AD. By the 6th century, Emporer Yandgi's court records show that he used 15,000 sheets of paper annually, just for his personal hygiene!

Early Chinese toilet papers were made from rice straw, hemp, and bamboo. They boiled the material, churned it into a pulp, flattened and dry it, and then cut into shape before using it. By 14th century, the imperial court enjoyed "Perfumed paper sheets". Records show that the royal family alone used almost 0.75 million sheets yearly!!

However, not everyone was happy with this invention. Traveling Muslim merchants described the Chinese practice as "Haraam" (foul), they always preferred using water.

The West Catches Up

Western toilet paper development took longer. Sir John Harrington invented the flushing toilet in 1596, though it would not become common for centuries. By the 1700s, newspapers became a popular bathroom staple.

The commercial breakthrough came only in 1857 when American entrepreneur Joseph Gayetty found a way for the commercial production of toilet papers. But at that time it was sold in another name - "Medicated Paper for Water-Closet". He sold it 500 sheets for 50 cents. Only then the use of "Toilet papers" really arrived in the West.

Rolling into Modern Era

Later in the 19th century, manufacturers found the best and most economical way to produce and store toilet paper - as "Rolls" like we see today. Seth Wheeler of Albany patented perforated wrapping paper in 1871. and the first modern perforated toilet paper roll came out in 1891, making the "tearing" much easier - literally and figuratively! :D

That was the same time home plumbing was improving a lot which resulted in having the toilets inside the home itself. With that, the consumption of toilet paper rose - first as a vanity symbol and later as a common addition to the shopping list.

Big Business in Bathrooms

Brothers - Clarence and Edward Irvin Scott founded Scott Paper Company in Philadelphia in 1879, initially cutting and packaging toilet paper for retailers to sell under their brands. The company grew after 1896 when Arthur Hoyt Scott joined. They started mass-producing their brand of toilet paper. By 1910, they had built the largest paper mill in Chester, marking the industrialization of toilet paper production.

Meanwhile, that old paper made of concoction in China became popular there by the 16th century.

From Luxury to Necessity

We humans always run behind an unknown "comfort". The story of toilet paper is also not so different from that. Imagine using the pottery fragments in place of that "plush quilted ultra-soft scented bathroom tissues". This everyday item we rarely think about represents centuries of innovation and cultural evolution.

Next time you pull a pack of tissue papers from the back aisle of Costco, spare a "thanks" for your ancestors and their corncobs, sea sponges, and pottery fragments.

And maybe soon, you might be "Zapping" to buy tissue papers.

Final Thoughts

The COVID-19 pandemic time gave us some lessons as well as some "FailArmy" videos. One of those videos was people fighting over the last available toilet paper pack in some shop. After the pandemic, there has been a surge in American homes installing Bidet faucets in their bathrooms. A bit late, but the West is now catching up again with the East! :D

Let me know if you liked this article - leave a reaction/comment. Cheers.

@ 6ad3e2a3:c90b7740

While I love traveling and usually feel enriched by the experience, I dread and detest the process of going to the airport and getting on a plane. It’s not that I’m afraid of flying — though a plane crash would be one of the worst ways to die — but that the airlines and airports have made the experience as inefficient, dehumanizing and cumbersome as possible. While in the short-term these measures might have generated some extra revenue, cut costs or staved off encroachment from competitors, long-term it cannot be good for the service you offer to be so universally reviled. In the interest of improving their product — and the experience of millions of future passengers including me — here are some practical suggestions:

1. Separate passengers from their bags as early as possible.

The single stupidest airline policy is that checking a bag costs extra while carry-ons are free. What that does is incentivize everyone to drag their luggage through the airport and onto the plane. This has several negative consequences:

a) Even though most airlines have assigned seats, everyone lines up 10 or 20 minutes before the start of the already too long boarding process, frantically hoping to secure some scarce overhead space rather than relaxing in the terminal and boarding at their leisure before the door closes.

b) The process of people filing into the narrow plane aisle(s) with their bags and taking time to load them into the overheads stalls the entire boarding process. Not only do people stand in line at the boarding gate, but they stand in line in the jet bridge and again in the aisle(s). Whereas boarding with purses, laptops and other small, under-the-seat items might take 10 minutes or so, getting all the luggage in takes half an hour. If there are 150 people aboard, that’s 3,000 minutes (50 hours) of human life squandered on a useless and stressful activity. Multiply that by thousands of flights per day.

c) The process of deplaning is also slow because everyone has to get their bags out of the overhead. That’s another 15-minute process that should take five.

d) Everyone going through security with all their carry-ons slows down the security line significantly and makes people have to arrive at the airport earlier.

e) Because everyone has their bags, they have to lug them around the terminal while using the restroom, eating or shopping for something to read. Having a 20-pound weight on your shoulder only makes the experience that much more miserable.

The solution to this is for airlines to allow free checked bags and charge for carry-ons with the exception of parents traveling with young children.

To make the process of checking bags more efficient and less cumbersome there should be an immediate drop-off outside the airport. Like curb-side check-in, but automated, a giant conveyor belt of sorts where everyone drops their bag that will be sorted appropriately inside. This drop off area would have security keeping an eye on it, but it would be self-serve and connect at all entry points including curb-side, the parking garage, from the train, etc.

There would be no need for bag tags because people could have an airport-certified chip inserted into their luggage that syncs with the traveler’s boarding pass, i.e., the system reads the chip and directs the bag to the proper gate underground. (Maybe there would be a plastic bin at all the drop-off points you into which you put your bag so luggage of different shapes, sizes and materials could move smoothly and reliably on the conveyor belt to its destination.)

Security details would have to be worked out (maybe you’d have to scan your boarding pass or passport at the bag drop to open it), but as it stands, once you drop your bag off at the curb or the check-in area, it’s essentially the same process now, i.e, it has to be scanned internally before being placed on the plane.

2. Eliminate Security Lines

Going through security would be far easier without all the bags, but to expedite and improve it further, we should make two key changes, neither of which should be beyond our capacity to implement.

a) Instead of a single-file conveyor belt scanned by humans, make the conveyor belt wide enough for everyone to put their laptops, belts, etc. on simultaneously. This could easily be done by providing plastic bins (as they do now), but with individual numbers and keys on them, like you’d find in most locker rooms. You’d grab bin 45, for example, pull the key out, put your things in it, lock it, walk through the metal detector, retrieve your bin on the other side, unlock it, get your things, put the key back in it, and it gets returned for re-use.

Instead of a bored-out-of-his-mind human looking at each bag individually, there would be a large scanner that would look at all the bags simultaneously and flag anything suspicious.

b) Just as there’s no reason to send the bags through the scanner single-file, there’s no reason to send the people through that way, either. Instead, install room-wide metal detectors through which dozens of people could walk simultaneously. Any passengers that set it off would be digitally marked by the detector, directed back out, shed the offending item into a numbered bin and collect it on the other side.

Basically, you’d drop anything big off before you even set foot in the building, and you’d drop everything else into a security bin, walk through without waiting and collect it on the other side.

3. Make sure the gates are clean, have enough seats to accommodate the passengers of even the largest planes that come through, ample charging stations and reliable and free wi-fi.

Because you’re no longer forced to line up and hustle for overhead space, you’ll be spending more time sitting comfortably in the terminal.

4. Have clean, efficient public transportation from the center of each city directly to the airport. (Some cities already have this.) Not a train, a bus and a one-mile walk.

There are smaller things airports could do to make the process even better — and I’ll suggest some below — but these three would at least make it tolerable and humane. It would shave off roughly an hour per trip, spare people the burden of schlepping around with heavy bags, wading through slow-moving security lines (which add stress if you’re in danger of missing your flight), standing in the terminal, waiting in line after line to sit in a cramped and uncomfortable seat for 20-30 minutes before the plane even takes off and remaining stuck in that seat 15 minutes after the plane has made it to the gate while people one by one painstakingly get their bags out of the overhead bins. Moreover, people could get to the airport later without rushing, and if they were early, they could relax in the terminal or get work done.

Here are some other suggestions:

1. With fewer people using the overhead bins, rip them out. There would be a few bins at designated spots (just like there are a few emergency exits), but the interior of the plane would feel more spacious and less claustrophobic. You also wouldn’t risk hitting your head when you stood up.
2. Airplanes should have reasonably priced (ideally free) wi-fi and outlets in each row. There’s no way it costs anywhere near the $35 per flight, per person GoGo Inflight absurdly charges.
3. Treat airports as public squares — invest in their design as well as their functionality. Incorporate outdoor spaces, green spaces. Attract decent restaurants, bars, cafes. People unencumbered by bags and not rushing to wait in line to board 40 minutes early will be more able to enjoy the environment and arriving travelers will immediately get a good impression and be put at ease.
4. Do not advertise mileage rewards from credit cards or other sources unless those miles are actually redeemable at a reasonable rate and on routes and times someone would actually fly. As it stands those programs are borderline fraud — you can fly a middle seat one way from NY to LA for 30,000 miles at 6 am, but that’s not why I signed up for the credit card. If mileage plans are too costly, scrap them.

I can anticipate some objections to these ideas, and I’ll address each one in turn.

1. This would cost too much money.

My suggestions would require a significant initial investment, but it would be but a small piece of the infrastructure outlay that’s sorely needed — and on which our current president campaigned — and it would create jobs. Moreover, it would save travelers tens of millions of hours per year. At $15 per hour — it would pay for itself in short order. (And taxpayers’ squandered time and awful experiences are exactly what their tax dollars should go toward remediating.)

2. It’s too much of a security risk.

Airport security is incredibly flawed right now, as tests repeatedly show. You can get prohibited items through security easily already, and it’s likely the screening process is mostly “security theater,” i.e., just for show. But to the extent this is a serious concern, the newer system might actually improve security due to improved technology spurred by the infrastructure investment. Better detection could be designed into the new system, rather than relying on bored-out-of-their-mind humans to scan endlessly through people’s toiletries expecting to find nothing for hours and days on end.

Moreover, airport security has never actually been an issue in the US. Even on 9/11, the flimsy security worked well — the hijackers managed only boxcutters on the tragically ill-fated flights, not guns or bombs. In other words, that was a failure of government intelligence, not one of airline security even when no one took his shoes off or had to worry about how many ounces of liquid was in his shampoo bottle.

3. I like free carry-ons because it saves me from waiting at the baggage claim.

Great, then pay extra for that. When something you like individually causes collective harm, there needs to be a cost for it. That we have the opposite system where people doing what would make everyone else’s experience easier and better have to pay is perverse.

The bottom line — the current state of air travel both in the US and Europe is unacceptable*. We cannot have a system in which everyone participating despises it and simply pretend it’s an inevitable hassle about which we’re powerless to do anything. The central issue is the dehumanizing** lack of respect for travelers’ time and experience. It’s time to change our priorities and take care of the human beings for whom airports and air travel exist.

*I haven’t even touched on the awful state of flights themselves with cramped seats, small, dirty rest rooms, bad food and exorbitant fees to change your itinerary. That’s because I wanted to focus mostly on the airport/government side over which the public has ownership, and fixing the overall economics of air travel is probably more difficult than getting airlines to reverse their checked-bag fee policies.

** This article was written in March of 2017, and little did I know how much more dehumanizing things would get during covid.

@ f7d424b5:618c51e8

Listen to the new episode here!

Finally some good news. Good new games, worthwhile remakes, and bloggers facing the consequences of their actions. Gaming is healing. Let's talk about it!

Stuff cited:

• Expedition 33 reviews

Obligatory:

• Discuss this episode on OUR NEW FORUM
• Get the RSS and Subscribe (this is a new feed URL, but the old one redirects here too!)
• Get a modern podcast app to use that RSS feed on at newpodcastapps.com
• Or listen to the show on the forum using the embedded Podverse player!
• Send your complaints here

Reminder that this is a Value4Value podcast so any support you can give us via a modern podcasting app is greatly appreciated and we will never bow to corporate sponsors!

@ 7ef5f1b1:0e0fcd27

A monthly newsletter by The 256 Foundation

May 2025

Introduction:

Welcome to the fifth newsletter produced by The 256 Foundation! April was a jam-packed month for the Foundation with events ranging from launching three grant projects to the first official Ember One release. The 256 Foundation has been laser focused on our mission to dismantle the proprietary mining empire, signing off on a productive month with the one-finger salute to the incumbent mining cartel.

[IMG-001] Hilarious meme from @CincoDoggos

Dive in to catch up on the latest news, mining industry developments, progress updates on grant projects, Actionable Advice on helping test Hydra Pool, and the current state of the Bitcoin network.

Definitions:

DOJ = Department of Justice

SDNY = Southern District of New York

BTC = Bitcoin

SD = Secure Digital

Th/s = Terahash per second

OSMU = Open Source Miners United

tx = transaction

PSBT = Partially Signed Bitcoin Transaction

FIFO = First In First Out

PPLNS = Pay Per Last N Shares

GB = Gigabyte

RAM = Random Access Memory

ASIC = Application Specific Integrated Circuit

Eh/s = Exahash per second

Ph/s = Petahash per second

News:

April 7: the first of a few notable news items that relate to the Samourai Wallet case, the US Deputy Attorney General, Todd Blanche, issued a memorandum titled “Ending Regulation By Prosecution”. The memo makes the DOJ’s position on the matter crystal clear, stating; “Specifically, the Department will no longer target virtual currency exchanges, mixing and tumbling services, and offline wallets for the acts of their end users or unwitting violations of regulations…”. However, despite the clarity from the DOJ, the SDNY (sometimes referred to as the “Sovereign District” for it’s history of acting independently of the DOJ) has yet to budge on dropping the charges against the Samourai Wallet developers. Many are baffled at the SDNY’s continued defiance of the Trump Administration’s directives, especially in light of the recent suspensions and resignations that swept through the SDNY office in the wake of several attorneys refusing to comply with the DOJ’s directive to drop the charges against New York City Mayor, Eric Adams. There is speculation that the missing piece was Trump’s pick to take the helm at the SDNY, Jay Clayton, who was yet to receive his Senate confirmation and didn’t officially start in his new role until April 22. In light of the Blanche Memo, on April 29, the prosecution and defense jointly filed a letter requesting additional time for the prosecution to determine it’s position on the matter and decide if they are going to do the right thing, comply with the DOJ, and drop the charges. Catch up on what’s at stake in this case with an appearance by Diverter on the Unbounded Podcast from April 24, the one-year anniversary of the Samourai Wallet developer’s arrest. This is the most important case facing Bitcoiners as the precedence set in this matter will have ripple effects that touch all areas of the ecosystem. The logic used by SDNY prosecutors argues that non-custodial wallet developers transfer money in the same way a frying pan transfers heat but does not “control” the heat. Essentially saying that facilitating the transfer of funds on behalf of the public by any means constitutes money transmission and thus requires a money transmitter license. All non-custodial wallets (software or hardware), node operators, and even miners would fall neatly into these dangerously generalized and vague definitions. If the SDNY wins this case, all Bitcoiners lose. Make a contribution to the defense fund here.

April 11: solo miner with ~230Th/s solves Block #891952 on Solo CK Pool, bagging 3.11 BTC in the process. This will never not be exciting to see a regular person with a modest amount of hashrate risk it all and reap all the mining reward. The more solo miners there are out there, the more often this should occur.

April 15: B10C publishes new article on mining centralization. The article analyzes the hashrate share of the currently five biggest pools and presents a Mining Centralization Index. The results demonstrate that only six pools are mining more than 95% of the blocks on the Bitcoin Network. The article goes on to explain that during the period between 2019 and 2022, the top two pools had ~35% of the network hashrate and the top six pools had ~75%. By December 2023 those numbers grew to the top two pools having 55% of the network hashrate and the top six having ~90%. Currently, the top six pools are mining ~95% of the blocks.

[IMG-002] Mining Centralization Index by @0xB10C

B10C concludes the article with a solution that is worth highlighting: “More individuals home-mining with small miners help too, however, the home-mining hashrate is currently still negligible compared to the industrial hashrate.”

April 15: As if miner centralization and proprietary hardware weren’t reason enough to focus on open-source mining solutions, leave it to Bitmain to release an S21+ firmware update that blocks connections to OCEAN and Braiins pools. This is the latest known sketchy development from Bitmain following years of shady behavior like Antbleed where miners would phone home, Covert ASIC Boost where miners could use a cryptographic trick to increase efficiency, the infamous Fork Wars, mining empty blocks, and removing the SD card slots. For a mining business to build it’s entire operation on a fragile foundation like the closed and proprietary Bitmain hardware is asking for trouble. Bitcoin miners need to remain flexible and agile and they need to be able to adapt to changes instantly – the sort of freedoms that only open-source Bitcoin mining solutions are bringing to the table.

Free & Open Mining Industry Developments:

The development will not stop until Bitcoin mining is free and open… and then it will get even better. Innovators did not disappoint in April, here are nine note-worthy events:

April 5: 256 Foundation officially launches three more grant projects. These will be covered in detail in the Grant Project Updates section but April 5 was a symbolic day to mark the official start because of the 6102 anniversary. A reminder of the asymmetric advantage freedom tech like Bitcoin empowers individuals with to protect their rights and freedoms, with open-source development being central to those ends.

April 5: Low profile ICE Tower+ for the Bitaxe Gamma 601 introduced by @Pleb_Style featuring four heat pipes, 2 copper shims, and a 60mm Noctua fan resulting in up to 2Th/s. European customers can pick up the complete upgrade kit from the Pleb Style online store for $93.00.

IMG-003] Pleb Style ICE Tower+ upgrade kit

April 8: Solo Satoshi spells out issues with Bitaxe knockoffs, like Lucky Miner, in a detailed article titled The Hidden Cost of Bitaxe Clones. This concept can be confusing for some people initially, Bitaxe is open-source, right? So anyone can do whatever they want… right? Based on the specific open-source license of the Bitaxe hardware, CERN-OHL-S, and the firmware, GPLv3, derivative works are supposed to make the source available. Respecting the license creates a feed back loop where those who benefit from the open-source work of those who came before them contribute back their own modifications and source files to the open-source community so that others can benefit from the new developments. Unfortunately, when the license is disrespected what ends up happening is that manufacturers make undocumented changes to the components in the hardware and firmware which yields unexpected results creating a number of issues like the Bitaxe overheating, not connecting to WiFi, or flat out failure. This issue gets further compounded when the people who purchased the knockoffs go to a community support forum, like OSMU, for help. There, a number of people rack their brains and spend their valuable time trying to replicate the issues only to find out that they cannot replicate the issues since the person who purchased the knockoff has something different than the known Bitaxe model and the distributor who sold the knockoff did not document those changes. The open-source licenses are maintaining the end-users’ freedom to do what they want but if the license is disrespected then that freedom vanishes along with details about whatever was changed. There is a list maintained on the Bitaxe website of legitimate distributors who uphold the open-source licenses, if you want to buy a Bitaxe, use this list to ensure the open-source community is being supported instead of leeched off of.

April 8: The Mempool Open Source Project v3.2.0 launches with a number of highlights including a new UTXO bubble chart, address poisoning detection, and a tx/PSBT preview feature. The GitHub repo can be found here if you want to self-host an instance from your own node or you can access the website here. The Mempool Open Source Project is a great blockchain explorer with a rich feature set and helpful visualization tools.

[IMG-004] Address poisoning example

April 8: @k1ix publishes bitaxe-raw, a firmware for the ESP32S3 found on Bitaxes which enables the user to send and receive raw bytes over USB serial to and from the Bitaxe. This is a helpful tool for research and development and a tool that is being leveraged at The 256 Foundation for helping with the Mujina miner firmware development. The bitaxe-raw GitHub repo can be found here.

April 14: Rev.Hodl compiles many of his homestead-meets-mining adaptations including how he cooks meat sous-vide style, heats his tap water to 150°F, runs a hashing space heater, and how he upgraded his clothes dryer to use Bitcoin miners. If you are interested in seeing some creative and resourceful home mining integrations, look no further. The fact that Rev.Hodl was able to do all this with closed-source proprietary Bitcoin mining hardware makes a very bullish case for the innovations coming down the pike once the hardware and firmware are open-source and people can gain full control over their mining appliances.

April 21: Hashpool explained on The Home Mining Podcast, an innovative Bitcoin mining pool development that trades mining shares for ecash tokens. The pool issues an “ehash” token for every submitted share, the pool uses ecash epochs to approximate the age of those shares in a FIFO order as they accrue value, a rotating key set is used to eventually expire them, and finally the pool publishes verification proofs for each epoch and each solved block. The ehash is provably not inflatable and payouts are similar to the PPLNS model. In addition to the maturity window where ehash tokens are accruing value, there is also a redemption window where the ehash tokens can be traded in to the mint for bitcoin. There is also a bitcoin++ presentation from earlier this year where @vnprc explains the architecture.

April 26: Boerst adds a new page on stratum.work for block template details, you can click on any mining pool and see the extended details and visualization of their current block template. Updates happen in real-time. The page displays all available template data including the OP_RETURN field and if the pool is merge mining, like with RSK, then that will be displayed too. Stratum dot work is a great project that offers helpful mining insights, be sure to book mark it if you haven’t already.

[IMG-005] New stratum.work live template page

April 27: Public Pool patches Nerdminer exploit that made it possible to create the impression that a user’s Nerdminer was hashing many times more than it actually was. This exploit was used by scammers trying to convince people that they had a special firmware for the Nerminer that would make it hash much better. In actuality, Public Pool just wasn’t checking to see if submitted shares were duplicates or not. The scammers would just tweak the Nerdminer firmware so that valid shares were getting submitted five times, creating the impression that the miner was hashing at five times the actual hashrate. Thankfully this has been uncovered by the open-source community and Public Pool quickly addressed it on their end.

Grant Project Updates:

Three grant projects were launched on April 5, Mujina Mining Firmware, Hydra Pool, and Libre Board. Ember One was the first fully funded grant and launched in November 2024 for a six month duration.

Ember One:

@skot9000 is the lead engineer on the Ember One and April 30 marked the conclusion of the first grant cycle after six months of development culminating in a standardized hashboard featuring a ~100W power consumption, 12-24v input voltage range, USB-C data communication, on-board temperature sensors, and a 125mm x 125mm formfactor. There are several Ember One versions on the road map, each with a different kind of ASIC chip but staying true to the standardized features listed above. The first Ember One, the 00 version, was built with the Bitmain BM1362 ASIC chips. The first official release of the Ember One, v3, is available here. v4 is already being worked on and will incorporate a few circuit safety mechanisms that are pretty exciting, like protecting the ASIC chips in the event of a power supply failure. The firmware for the USB adaptor is available here. Initial testing firmware for the Ember One 00 can be found here and full firmware support will be coming soon with Mujina. The Ember One does not have an on-board controller so a separate, USB connected, control board is required. Control board support is coming soon with the Libre Board. There is an in-depth schematic review that was recorded with Skot and Ryan, the lead developer for Mujina, you can see that video here. Timing for starting the second Ember One cycle is to be determined but the next version of the Ember One is planned to have the Intel BZM2 ASICs. Learn more at emberone.org

Mujina Mining Firmware:

@ryankuester is the lead developer for the Mujina firmware project and since the project launched on April 5, he has been working diligently to build this firmware from scratch in Rust. By using the bitaxe-raw firmware mentioned above, over the last month Ryan has been able to use a Bitaxe to simulate an Ember One so that he can start building the necessary interfaces to communicate with the range of sensors, ASICs, work handling, and API requests that will be necessary. For example, using a logic analyzer, this is what the first signs of life look like when communicating with an ASIC chip, the orange trace is a message being sent to the ASIC and the red trace below it is the ASIC responding [IMG-006]. The next step is to see if work can be sent to the ASIC and results returned. The GitHub repo for Mujina is currently set to private until a solid foundation has been built. Learn more at mujina.org

[IMG-006] First signs of life from an ASIC

Libre Board:

@Schnitzel is the lead engineer for the Libre Board project and over the last month has been modifying the Raspberry Pi Compute Module I/O Board open-source design to fit the requirements for this project. For example, removing one of the two HDMI ports, adding the 40-pin header, and adapting the voltage regulator circuit so that it can accept the same 12-24vdc range as the Ember One hashboards. The GitHub repo can be found here, although there isn’t much to look at yet as the designs are still in the works. If you have feature requests, creating an issue in the GitHub repo would be a good place to start. Learn more at libreboard.org

Hydra Pool:

@jungly is the lead developer for Hydra Pool and over the last month he has developed a working early version of Hydra Pool specifically for the upcoming Telehash #2. Forked from CK Pool, this early version has been modified so that the payout goes to the 256 Foundation bitcoin address automatically. This way, users who are supporting the funderaiser with their hashrate do not need to copy/paste in the bitcoin address, they can just use any vanity username they want. Jungly was also able to get a great looking statistics dashboard forked from CKstats and modify it so that the data is populated from the Hydra Pool server instead of website crawling. After the Telehash, the next steps will be setting up deployment scripts for running Hydra Pool on a cloud server, support for storing shares in a database, and adding PPLNS support. The 256 Foundation is only running a publicly accessible server for the Telehash and the long term goals for Hydra Pool are that the users host their own instance. The 256 Foundation has no plans on becoming a mining pool operator. The following Actionable Advice column shows you how you can help test Hydra Pool. The GitHub repo for Hydra Pool can be found here. Learn more at hydrapool.org

Actionable Advice:

The 256 Foundation is looking for testers to help try out Hydra Pool. The current instance is on a hosted bare metal server in Florida and features 64 cores and 128 GB of RAM. One tester in Europe shared that they were only experiencing ~70ms of latency which is good. If you want to help test Hydra Pool out and give any feedback, you can follow the directions below and join The 256 Foundation public forum on Telegram here.

The first step is to configure your miner so that it is pointed to the Hydra Pool server. This can look different depending on your specific miner but generally speaking, from the settings page you can add the following URL:

stratum+tcp://stratum.hydrapool.org:3333

On some miners, you don’t need the “stratum+tcp://” part or the port, “:3333”, in the URL dialog box and there may be separate dialog boxes for the port.

Use any vanity username you want, no need to add a BTC address. The test iteration of Hydra Pool is configured to payout to the 256 Foundation BTC address.

If your miner has a password field, you can just put “x” or “1234”, it doesn’t matter and this field is ignored.

Then save your changes and restart your miner. Here are two examples of what this can look like using a Futurebit Apollo and a Bitaxe:

[IMG-007] Apollo configured to Hydra Pool

[IMG-008] Bitaxe Configured to Hydra Pool

Once you get started, be sure to check stats.hydrapool.org to monitor the solo pool statistics.

[IMG-009] Ember One hashing to Hydra Pool

At the last Telehash there were over 350 entities pointing as much as 1.12Eh/s at the fundraiser at the peak. At the time the block was found there was closer to 800 Ph/s of hashrate. At this next Telehash, The 256 Foundation is looking to beat the previous records across the board. You can find all the Telehash details on the Meetup page here.

State of the Network:

Hashrate on the 14-day MA according to mempool.space increased from ~826 Eh/s to a peak of ~907 Eh/s on April 16 before cooling off and finishing the month at ~841 Eh/s, marking ~1.8% growth for the month.

[IMG-010] 2025 hashrate/difficulty chart from mempool.space

Difficulty was 113.76T at it’s lowest in April and 123.23T at it’s highest, which is a 8.3% increase for the month. But difficulty dropped with Epoch #444 just after the end of the month on May 3 bringing a -3.3% downward adjustment. All together for 2025 up to Epoch #444, difficulty has gone up ~8.5%.

According to the Hashrate Index, ASIC prices have flat-lined over the last month. The more efficient miners like the <19 J/Th models are fetching $17.29 per terahash, models between 19J/Th – 25J/Th are selling for $11.05 per terahash, and models >25J/Th are selling for $3.20 per terahash. You can expect to pay roughly $4,000 for a new-gen miner with 230+ Th/s.

[IMG-011] Miner Prices from Luxor’s Hashrate Index

Hashvalue over the month of April dropped from ~56,000 sats/Ph per day to ~52,000 sats/Ph per day, according to the new and improved Braiins Insights dashboard [IMG-012]. Hashprice started out at $46.00/Ph per day at the beginning of April and climbed to $49.00/Ph per day by the end of the month.

[IMG-012] Hashprice/Hashvalue from Braiins Insights

The next halving will occur at block height 1,050,000 which should be in roughly 1,063 days or in other words ~154,650 blocks from time of publishing this newsletter.

Conclusion:

Thank you for reading the fifth 256 Foundation newsletter. Keep an eye out for more newsletters on a monthly basis in your email inbox by subscribing at 256foundation.org. Or you can download .pdf versions of the newsletters from there as well. You can also find these newsletters published in article form on Nostr.

If you haven’t done so already, be sure to RSVP for the Texas Energy & Mining Summit (“TEMS”) in Austin, Texas on May 6 & 7 for two days of the highest Bitcoin mining and energy signal in the industry, set in the intimate Bitcoin Commons, so you can meet and mingle with the best and brightest movers and shakers in the space.

[IMG-013] TEMS 2025 flyer

While you’re at it, extend your stay and spend Cinco De Mayo with The 256 Foundation at our second fundraiser, Telehash #2. Everything is bigger in Texas, so set your expectations high for this one. All of the lead developers from the grant projects will be present to talk first-hand about how to dismantle the proprietary mining empire.

If you are interested in helping The 256 Foundation test Hydra Pool, then hopefully you found all the information you need to configure your miner in this issue.

[IMG-014] FREE SAMOURAI

If you want to continue seeing developers build free and open solutions be sure to support the Samourai Wallet developers by making a tax-deductible contribution to their legal defense fund here. The first step in ensuring a future of free and open Bitcoin development starts with freeing these developers.

Live Free or Die,

-econoalchemist

@ 90c656ff:9383fd4e

The Bitcoin network was designed to be secure, decentralized, and resistant to censorship. However, as its usage grows, an important challenge arises: scalability. This term refers to the network's ability to manage an increasing number of transactions without affecting performance or security. This challenge has sparked the speed dilemma, which involves balancing transaction speed with the preservation of decentralization and security that the blockchain or timechain provides.

Scalability is the ability of a system to increase its performance to meet higher demands. In the case of Bitcoin, this means processing a greater number of transactions per second (TPS) without compromising the network's core principles.

Currently, the Bitcoin network processes about 7 transactions per second, a number considered low compared to traditional systems, such as credit card networks, which can process thousands of transactions per second. This limit is directly due to the fixed block size (1 MB) and the average 10-minute interval for creating a new block in the blockchain or timechain.

The speed dilemma arises from the need to balance three essential elements: decentralization, security, and speed.

The Timechain/"Blockchain" Trilemma:

01 - Decentralization: The Bitcoin network is composed of thousands of independent nodes that verify and validate transactions. Increasing the block size or making them faster could raise computational requirements, making it harder for smaller nodes to participate and affecting decentralization. 02 - Security: Security comes from the mining process and block validation. Increasing transaction speed could compromise security, as it would reduce the time needed to verify each block, making the network more vulnerable to attacks. 03 - Speed: The need to confirm transactions quickly is crucial for Bitcoin to be used as a payment method in everyday life. However, prioritizing speed could affect both security and decentralization.

This dilemma requires balanced solutions to expand the network without sacrificing its core features.

Solutions to the Scalability Problem

Several solutions have been suggested to address the scalability and speed challenges in the Bitcoin network.

• On-Chain Optimization

01 - Segregated Witness (SegWit): Implemented in 2017, SegWit separates signature data from transactions, allowing more efficient use of space in blocks and increasing capacity without changing the block size. 02 - Increasing Block Size: Some proposals have suggested increasing the block size to allow more transactions per block. However, this could make the system more centralized as it would require greater computational power.

• Off-Chain Solutions

01 - Lightning Network: A second-layer solution that enables fast and low-cost transactions off the main blockchain or timechain. These transactions are later settled on the main network, maintaining security and decentralization. 02 - Payment Channels: Allow direct transactions between two users without the need to record every action on the network, reducing congestion. 03 - Sidechains: Proposals that create parallel networks connected to the main blockchain or timechain, providing more flexibility and processing capacity.

While these solutions bring significant improvements, they also present issues. For example, the Lightning Network depends on payment channels that require initial liquidity, limiting its widespread adoption. Increasing block size could make the system more susceptible to centralization, impacting network security.

Additionally, second-layer solutions may require extra trust between participants, which could weaken the decentralization and resistance to censorship principles that Bitcoin advocates.

Another important point is the need for large-scale adoption. Even with technological advancements, solutions will only be effective if they are widely used and accepted by users and developers.

In summary, scalability and the speed dilemma represent one of the greatest technical challenges for the Bitcoin network. While security and decentralization are essential to maintaining the system's original principles, the need for fast and efficient transactions makes scalability an urgent issue.

Solutions like SegWit and the Lightning Network have shown promising progress, but still face technical and adoption barriers. The balance between speed, security, and decentralization remains a central goal for Bitcoin’s future.

Thus, the continuous pursuit of innovation and improvement is essential for Bitcoin to maintain its relevance as a reliable and efficient network, capable of supporting global growth and adoption without compromising its core values.

Thank you very much for reading this far. I hope everything is well with you, and sending a big hug from your favorite Bitcoiner maximalist from Madeira. Long live freedom!

@ 6ad3e2a3:c90b7740

I’ll write a separate Week 1 Observations later, but I wanted to dedicate this space solely to mourning my Circa Survivor entry.

Circa Survivor costs $1000 to enter and has a $10M prize for the winner, usually split by several as things get down to the wire. Three years ago, when the prize was $6M Dalton Del Don and I — the first time we ever entered — made it to the final 23 in Week 12. The value of our share was something like $260K at that point, but we got bounced by the Lions who beat the 12-point favored Cardinals and took home nothing.

When you enter a large survivor pool, the overwhelming likelihood is you’ll meet this fate at some point, whether in Week 1 or 12. So it’s not really the loss that’s painful, so much as not getting to live and die each week with a chosen team. You lose your status as “the man in the arena whose face is marred by dust and sweat and blood” and become just an observer watching and commentating on the games without the overarching purpose of surviving each week.

This year was also different due to the lengths to which I went to sign up. It’s not just the $1000 fee, it’s getting to Vegas in person, the $400 in proxy fees (you need locals to input your picks for you if you don’t live there), the $60 credit card fee, the $200 crappy hotel I booked at the last minute, the flights (one of which was cancelled due to heat), the rental car that necessitated, the gas, getting lost in the desert, the entire odyssey while sick and still jet-lagged in 122-degree heat.

But it’s not about the money, and it’s not even about the herculean effort per se, but the feeling and narrative I crafted around it. I was the guy who got this done. I flew from Portugal to San Francisco for 12 hours, two days later from SF to Palm Springs to help my 87-YO uncle with his affairs, improvised to get from Palm Springs to Vegas, which took six hours due to road closures, signed up for the contests, made the flight back to San Francisco, flew to Denver at 7 am the next day, took my daughter the Rockies game in the afternoon and then on to Boulder the following day. Maybe that’s not so impressive to some of you, but for me, an idle ideas person, a thinker, observer, someone who likes to express himself via a keyboard, it was like Alexander the Great conquering Persia.

And it’s not only about that smaller mission, or the narrative I crafted around it, but a larger one which was to bring sports content to nostr which I vowed to do before the summer which is why I felt I had to make the effort to get to Vegas to sign up for the contests, to have sufficient skin in the game, to have something real about which to write.

And I got the idea to do this seriously because Heather wrote a guide to Lisbon which I posted on nostr, and a few prominent developers there were surprisingly excited about getting that kind of quality content on the protocol. And I thought — if they’re this excited about a (very in-depth) guide to one particular city in Europe, how much more value could I create posting about a hobby shared by 50-odd million Americans? And that thought (and the fact I had to go to Palm Springs anyway) is what set me off on the mission in the first place and got me thinking this would be Team of Destiny, Part 2, only to discover, disappointingly, it’s real destiny was not to make it out of the first week.

. . .

While my overwhelming emotion is one of disappointment, there’s a small element of relief. Survivor is a form of self-inflicted torture that probably subtracts years from one’s life. Every time Rhamondre Stevenson broke the initial tackle yesterday was like someone tightening a vice around my internal organs. There was nothing I could do but watch, and I even thought about turning it off. At one point, I was so enraged, I had to calm down consciously and refuse to get further embittered by events going against me. Mike Gesicki had a TD catch overturned because he didn’t hold the ball to the ground, The next play Tanner Hudson fumbled while running unimpeded to the end zone. I kept posting, “Don’t tilt” after every negative play.

There’s a perverse enjoyment to getting enraged about what’s going on, out of your control, on a TV screen, but when you examine the experience, it really isn’t good or wholesome. I become like a spoiled child, ungrateful for everything, miserable and indignant at myriad injustices and wrongs I’m powerless to prevent.

At one point Sasha came in to tell me she had downloaded some random game from the app store on her Raspberry Pi computer. I had no interest in this as I was living and dying with every play, but I had forced myself to calm down so much already, I actually went into her room to check it out, not a trace of annoyance in my voice or demeanor.

I don’t think she cared about the game, or about showing it to me, but had stayed with her friends most of the weekend and was just using it as an excuse to spend a moment together with her dad. I scratched her back for a couple seconds while standing behind her desk chair. The game was still going on, and even though I was probably going to lose, and I was still sick about it, I was glad to have diverted a moment’s attention from it to Sasha.

. . .

In last week’s Survivor post, I wrote:

What method do I propose to see into the future? Only my imagination. I’m going to spend a lot of time imagining what might happen, turn my brain into a quantum device, break space-time and come to the right answers. Easier said than done, but I’m committed.

It’s possible I did this, but simply retrieved my information from the wrong branch of the multiverse. It happens.

. . .

I picked the Bengals knowing full well the Bills were the correct “pot odds” play which is my usual method. Maybe when the pot-odds are close, I might go with my gut, but they were not especially close this week, and yet I still stuck with Cincinnati because they were the team I trusted more.

And despite it being a bad pick — there are no excuses in Survivor, no matter what happens in the game, if you win it’s good, and lose it’s bad — I don’t feel that badly about it.

I regret it only because I wish I were still alive, but it was my error. I went with what I believed, and it was wrong. That I can live with 100 times better than swapping out my belief for someone else’s and losing. Had I done that I’d be inconsolable.

. . .

I won’t let the Survivor debacle undermine my real mission to bring sports to nostr. Team of Destiny 2 would have been a compelling story, but it was never essential. After all, my flight was cancelled and I had to improvise, so now my Survivor entry is cancelled, and I’ll have to improvise again. The branch of the multiverse where the Bengals won didn’t give me the information I wanted, but maybe it was what I really needed to know. That I am the man in the arena yet, the battle was ever against myself, and for a brief moment, while my team was losing, I prevailed.

@ 129f5189:3a441803

Project 2025, outlined in the Heritage Foundation's "Mandate for Leadership" document, serves as a fundamental guide for the next Republican administration. Despite Trump's extensive denial, in today's material, we will explore the deepening and continuation of many policies already employed during his first term. The idea is that this material will serve as a reference document to consult and verify what was actually implemented and/or followed. https://image.nostr.build/e3b89d71ff929258e5d9cb0b5ca8709a381598f43d8be4b17df3c69c0bc74d4a.jpg This document presents proposals for the foreign policy and the State Department of the United States of America, as well as the strategy with its political partners and adversaries. We will also address the U.S. government's communication strategy abroad. https://image.nostr.build/a4250b786f611b478aaf0be559427ad7d4296fbcacb2acc692c7f0d7eb06b0dd.jpg Reorienting U.S. Foreign Policy: Proposals for a Conservative Future In the chapter "The Department of State" from the "Mandate for Leadership," also known as "Project 2025," Kiron K. Skinner presents a comprehensive plan to reform U.S. foreign policy under a conservative administration. Skinner, a renowned foreign policy expert and former Director of Policy Planning at the U.S. State Department, outlines global threats and offers specific recommendations to strengthen the U.S. position on the international stage. Below, we present a detailed analysis of the proposals, emphasizing direct quotes and explanations of the key points discussed. https://image.nostr.build/278dcd7ef0439813ea35d0598319ee347f7a8cd7dfecac93be24ffdd0f6ecd04.jpg History and Structure of the State Department Since its founding in 1789, the State Department has been the primary diplomatic channel of the U.S. With nearly 80,000 employees and 275 posts around the world, it faces significant structural challenges. Skinner highlights that "the biggest problem of the State Department is not a lack of resources," but the belief that it is "an independent institution that knows what is best for the U.S." (Skinner). The scholar and former Director of Policy Planning at the U.S. State Department during the Trump administration emphasizes these points, considering the difficulty in accepting a conservative international approach by State Department employees (the equivalent of the Ministry of Foreign Affairs in other countries). https://image.nostr.build/049939926793e86000b300b9a962dc0ae7e271d9a607ae36d8cb08642adf4174.jpg Political Leadership and Bureaucratic Support To align the State Department with presidential priorities, Kiron suggests appointing political leaders who are committed to the president's vision. "Leadership should include political appointees in positions that do not require Senate confirmation, including senior advisors and deputy secretaries" (Skinner). Furthermore, she emphasizes the importance of training and supporting these appointees to ensure effective coordination between agencies. https://image.nostr.build/6ed704cc9612aa6489e048b143f1e489c1f8807fdf2ab011b4ba88e4a1e3619a.jpg Global Threats to the U.S. The document identifies five countries that pose significant threats to the security and prosperity of the U.S.: China, Iran, Venezuela, Russia, and North Korea. 🇨🇳 China: Skinner argues that China represents an existential threat. "The U.S. needs a strategic cost-imposing response to make Beijing's aggression economically unviable" (Skinner). Additionally, she emphasizes that the issue is not with the Chinese people, but with the communist dictatorship that oppresses them: "As with all global struggles against communist and other tyrannical regimes, the issue should never be with the Chinese people, but with the communist dictatorship that oppresses them" (Skinner). https://image.nostr.build/e707273f1d08bdc4187123a312bd116695b5f603066e11ad30fcef4466730b6b.jpg 🇮🇷 Iran: The Obama administration, through the 2015 nuclear deal, provided the Iranian regime with a "crucial cash bailout" (Skinner). Kiron criticizes this approach, asserting that the U.S. should support the Iranian people in their demands for a democratic government. "The correct policy for Iran is one that recognizes that it is in the U.S. national security interests and the human rights of Iranians that they have the democratic government they demand" (Skinner). https://image.nostr.build/cda7d29a62981f59ad8d77362b3867b552f190c8d7e0e8d9233cb7c1d1d0309e.jpg 🇻🇪 Venezuela: Under the regimes of Hugo Chávez and Nicolás Maduro, Venezuela has transitioned from a prosperous country to one of the poorest in South America. Skinner suggests that the U.S. should work to contain Venezuelan communism and support its people. "The next administration should take steps to put Venezuela's communist abusers on notice and make progress in helping the Venezuelan people" (Skinner). https://image.nostr.build/f53e12564cae74d4b50c24b0f3752dd2c53b70bd1c00a16df20736fb8588417d.jpg 🇷🇺 Russia: The war between Russia and Ukraine divides opinions among conservatives, and the document considers three lines of action. Some advocate continuing support for Ukraine, while others believe that such support does not serve U.S. security interests. "The conservative approach rejects both isolationism and interventionism, first asking: What is in the interest of the American people?" https://image.nostr.build/8fedaf77129f4801f4edb8b169b2ac93a3e518b8bf3642b3abc62575b5435fa3.jpg One conservative school of thought believes that "Moscow's illegal war of aggression against Ukraine represents major challenges to U.S. interests, as well as to peace, stability, and the post-Cold War security order in Europe" (Skinner). This view advocates for continued U.S. involvement, including military and economic aid, to defeat Russian President Vladimir Putin and return to pre-invasion border lines. Another conservative school of thought argues that U.S. support for Ukraine is not in the interest of U.S. national security. According to this view, "Ukraine is not a member of the NATO alliance and is one of the most corrupt countries in the region" (Skinner). It is argued that the European nations directly affected by the conflict should help defend Ukraine, but the U.S. should seek a swift end to the conflict through a negotiated settlement. https://image.nostr.build/22db3d0e79340c1d62344a2b8a3bfddbe4d5bd923cf77d70cfbf5ebf73e4db3e.jpg A third conservative viewpoint avoids both isolationism and interventionism, proposing that "each foreign policy decision should first ask: What is in the interest of the American people?" (Skinner). From this perspective, continued U.S. involvement should be fully funded, limited to military aid while European allies address Ukraine's economic needs, and must have a clear national security strategy that does not endanger American lives. https://image.nostr.build/939fea0bb5c69f171a3da1073e197edcff23a600430b3bc455f6d41bc8a0319f.jpg Although not stated explicitly, I believe this third viewpoint is the one Kiron Skinner desires, as she considers American intervention important but advocates for balancing the costs of the war with its partners in the European Union and NATO. https://image.nostr.build/d1d0c7fb27bfc5dd14b8dde459b98ed6b7ca2706473b2580e0fbf5383f5a9c10.jpg 🇰🇵 North Korea: North Korea must be deterred from any military conflict and cannot be allowed to remain a de facto nuclear power. "The U.S. cannot allow North Korea to remain a de facto nuclear power with the capability to threaten the U.S. or its allies" (Skinner). https://image.nostr.build/95febb04f6d2e0575974a5e645fc7b5ec3b826b8828237ccc1f49b11d11d6bce.jpg Detailed Policy Proposals Refugee Admissions: The Biden administration has caused a collapse in border security and internal immigration enforcement, according to Skinner. She argues that the U.S. Refugee Admissions Program (USRAP) should be resized. "The federal government should redirect screening and verification resources to the border crisis, indefinitely reducing the number of USRAP refugee admissions until the crisis can be contained" (Skinner). https://image.nostr.build/a5740b33842e47b9a1ab58c7b72bd6514f9b6ffbb18706deed1445c59236bc0d.jpg Corporate Collaboration with China: Skinner criticizes the collaboration of companies like BlackRock and Disney with the Chinese regime, noting that "many are invested in an unwavering faith in the international system and global norms," refusing to acknowledge Beijing's malign activities. She emphasizes that the real issue is the communist dictatorship that oppresses the Chinese people, not the Chinese citizens themselves (Skinner). https://image.nostr.build/05a3c787f144c4519c2ee8a4b22e64b8729842819ace4b439c849ef70ecd60b4.jpg Fentanyl and Mexico: The trafficking of fentanyl, facilitated by Mexican cartels in collaboration with Chinese precursor chemical manufacturers, is a critical problem. "Mexican cartels, working closely with Chinese manufacturers of fentanyl precursor chemicals, are sending this drug to the U.S., causing an unprecedented lethal impact" (Skinner). The next administration should adopt a firm stance to halt this public health crisis. https://image.nostr.build/59e32aeef5dabab3344a94a3e415d57fed91fece8bc3c5f068e9f6f7d71f99bd.jpg Re-hemispherization of Manufacturing: Kiron proposes that the U.S. promote the relocation of manufacturing to partner countries such as Mexico and Canada. "The U.S. should do everything possible to shift global manufacturing to Central and South American countries, especially to move it away from China" (Skinner). This would improve the supply chain and represent a significant economic boost for the region. https://image.nostr.build/5d5d7d792f1c94eb6e2bd7a4b86c43236765719e183be8ba8e00ed7dd07eca66.jpg Abraham Accords and a New “Quad”: Skinner suggests that the next administration should expand the Abraham Accords to include countries like Saudi Arabia and form a new security pact in the Middle East that includes Israel, Egypt, Gulf states, and possibly India. "Protecting the freedom of navigation in the Gulf and the Red Sea/Suez Canal is vital for the global economy and, therefore, for U.S. prosperity" (Skinner). https://image.nostr.build/c87cd99cb3ea2bef40e9d1f1fea48b0c9f9f031f3077fff658f15f850e7b8589.jpg Policy for Africa: The U.S. strategy for Africa should shift focus from humanitarian assistance to economic growth and countering China’s malign activities. "Development assistance should focus on fostering free market systems and involving the U.S. private sector" (Skinner). She also highlights that African nations are opposed to the imposition of policies such as abortion and LGBT lobbying. https://image.nostr.build/44df42f32e61c14786ac46c231d368b14df4dc18124a0da458e8506f917302f2.jpg Relations with Europe and Asia Europe: The U.S. should demand that NATO countries increase their contributions to defense. "The U.S. cannot be expected to provide a defense umbrella for countries that do not contribute adequately" (Skinner). Additionally, urgent trade agreements should be pursued with the post-Brexit United Kingdom. https://image.nostr.build/6c013bacfa9e6505ad717104d9a6065f27664a321dd2c3d41fd7635258042d2f.jpg Asia: The withdrawal of U.S. troops from Afghanistan was humiliating and created new challenges. Skinner emphasizes the importance of India as a critical partner to counterbalance the Chinese threat and promote a free and open Indo-Pacific. Cooperation within the Quad, which includes the U.S., India, Japan, and Australia, is essential to this strategy. "The priority is to advance U.S.-India cooperation as a pillar of the Quad" (Skinner). https://image.nostr.build/1cc988b2f70d855c9676d7e38ffdb23564d04ad6333a8d256698f416a1c6704e.jpg International Organizations Skinner criticizes the corruption and failure of the World Health Organization (WHO) during the Covid-19 pandemic. "The next administration should end blind support for international organizations and direct the Secretary of State to initiate a cost-benefit analysis of U.S. participation in all international organizations" (Skinner). She also supports the “Geneva Consensus Declaration on Women’s Health and Protection of the Family,” which is against abortion, and believes that the U.S. government should not fund international organizations that promote abortion (Skinner). https://image.nostr.build/0b583511fef16d68736804fae2f15850eb5c803af01f006a3fe10cdbc583f48c.jpg Conclusion Skinner’s document provides a detailed vision for reorienting U.S. foreign policy under a conservative administration, with an emphasis on ensuring that the State Department serves the national interests defined by the president. With these guidelines, the next administration has the opportunity to redefine the U.S. position on the global stage, promoting security, prosperity, and freedom. https://image.nostr.build/697522745c5947cd4384cdd302b531ee98ce5d59a5d72de0b4f3a52c9abd4821.jpg

@ a5ee4475:2ca75401

clients #list #descentralismo #english #article #finalversion

*These clients are generally applications on the Nostr network that allow you to use the same account, regardless of the app used, keeping your messages and profile intact.

**However, you may need to meet certain requirements regarding access and account NIP for some clients, so that you can access them securely and use their features correctly.

---

CLIENTS

---

Twitter like

• Nostrmo - [source] 🌐🤖🍎💻(🐧🪟🍎)
• Coracle - Super App [source] 🌐
• Amethyst - Super App with note edit, delete and other stuff with Tor [source] 🤖
• Primal - Social and wallet [source] 🌐🤖🍎
• Iris - [source] 🌐🤖🍎
• Current - [source] 🤖🍎
• FreeFrom 🤖🍎
• Openvibe - Nostr and others (new Plebstr) [source] 🤖🍎
• Snort 🌐(🤖[early access]) [source]
• Damus 🍎 [source]
• Nos 🍎 [source]
• Nostur 🍎 [source]
• NostrBand 🌐 [info] [source]
• Yana 🤖🍎🌐💻(🐧) [source]
• Nostribe [on development] 🌐 [source]
• Lume 💻(🐧🪟🍎) [info] [source]
• Gossip - [source] 💻(🐧🪟🍎)
• Camelus [early access] 🤖 [source]

---

Communities

• noStrudel - Gamified Experience [info] 🌐
• Nostr Kiwi [creator] 🌐
• Satellite [info] 🌐
• Flotilla - [source] 🌐🐧
• Chachi - [source] 🌐
• Futr - Coded in haskell [source] 🐧 (others soon)
• Soapbox - Comunnity server [info] [source] 🌐
• Ditto - Soapbox comunnity server 🌐 [source] 🌐
• Cobrafuma - Nostr brazilian community on Ditto [info] 🌐
• Zapddit - Reddit like [source] 🌐
• Voyage (Reddit like) [on development] 🤖

---

Wiki

• Wikifreedia [source] 🌐
• Wikinostr [source] 🌐
• Wikistr [info] [source] 🌐

---

Search

• Advanced nostr search - Advanced note search by isolated terms related to a npub profile [source] 🌐
• Nos Today - Global note search by isolated terms [info] [source] 🌐
• Nostr Search Engine - API for Nostr clients [source]

---

Website

• Npub pro - Your site on Nostr [source]

---

App Store

ZapStore - Permitionless App Store [source]

---

Audio and Video Transmission

• Nostr Nests - Audio Chats 🌐 [info]
• Fountain - Podcast 🤖🍎 [info]
• ZapStream - Live streaming 🌐 [info]
• Corny Chat - Audio Chat 🌐 [info]

---

Video Streaming

• Flare - Youtube like 🌐 [source]

---

Music

• Tidal - Music Streaming [source] [about] [info] 🤖🍎🌐
• Wavlake - Music Streaming [source] 🌐(🤖🍎 [early access])
• Tunestr - Musical Events [source] [about] 🌐
• Stemstr - Musical Colab (paid to post) [source] [about] 🌐

---

Images

• Pinstr - Pinterest like [source] 🌐
• Slidestr - DeviantArt like [source] 🌐
• Memestr - ifunny like [source] 🌐

---

Download and Upload

• DTAN - Distributed Torrent Archive on Nostr [info] [source] 🌐

---

Documents, graphics and tables

• Mindstr - Mind maps [source] 🌐
• Docstr - Share Docs [info] [source] 🌐
• Formstr - Share Forms [info] 🌐
• Sheetstr - Share Spreadsheets [source] 🌐
• Slide Maker - Share slides 🌐 (advice: https://zaplinks.lol/ and https://zaplinks.lol/slides/ sites are down)

---

Health

• Sobrkey - Sobriety and mental health [source] 🌐
• NosFabrica - Finding ways for your health data 🌐
• LazerEyes - Eye prescription by DM [source] 🌐

---

Forum

• OddBean - Hacker News like [info] [source] 🌐
• LowEnt - Forum [info] 🌐
• Swarmstr - Q&A / FAQ [info] 🌐
• Staker News - Hacker News like 🌐 [info]

---

Direct Messenges (DM)

• 0xchat 🤖🍎 [source]
• Nostr Chat 🌐🍎 [source]
• Blowater 🌐 [source]
• Anigma (new nostrgram) - Telegram based [on development] [source]
• Keychat - Signal based [🤖🍎 on development] [source]

---

Reading

• Highlighter - Insights with a highlighted read 🌐 [info]
• Zephyr - Calming to Read 🌐 [info]
• Flycat - Clean and Healthy Feed 🌐 [info]
• Nosta - Check Profiles [on development] 🌐 [info]
• Alexandria - e-Reader and Nostr Knowledge Base (NKB) [source]

---

Writing

• Habla - Blog [info] 🌐
• Blogstack - Blog [info]🌐
• YakiHonne - Articles and News [info] 🤖🍎🌐

---

Lists

• Following - Users list [source] 🌐
• Listr - Lists [source] 🌐
• Nostr potatoes - Movies List source 💻(numpy)

---

Market and Jobs

• Shopstr - Buy and Sell [source] 🌐
• Nostr Market - Buy and Sell 🌐
• Plebeian Market - Buy and Sell [source] 🌐
• Ostrich Work - Jobs [source] 🌐
• Nostrocket - Jobs [source] 🌐

---

Data Vending Machines - DVM (NIP90)

(Data-processing tools)

• Noogle - [source] 🌐
• Vendata - [source] 🌐
• TaskTiger 🌐
• Malware DVMs 🌐

---

AI

• PlebAI - Text and Image [souce] 🌐🤖🍎 [currently with errors]

---

Games

• Chesstr - Chess 🌐 [source]
• Jestr - Chess [source] 🌐
• Snakestr - Snake game [source] 🌐
• DEG Mods - Decentralized Game Mods [info] [source] 🌐

---

Customization

• Emojito - Send Funny Stickers to React 🌐 [creator]

---

Like other Services

• Olas - Instagram like [source] 🤖🍎🌐
• Nostree - Linktree like 🌐
• Rabbit - TweetDeck like [info] 🌐
• Zaplinks - Nostr links 🌐
• Omeglestr - Omegle-like Random Chats [source] 🌐

---

General Uses

• Njump - HTML text gateway source 🌐
• Filestr - HTML midia gateway [source] 🌐
• W3 - Nostr URL shortener [source] 🌐
• Playground - Test Nostr filters [source] 🌐
• Spring - Browser 🌐

---

Places

• Wherostr - Travel and show where you are
• Arc Map (Mapstr) - Bitcoin Map [info]

---

Driver and Delivery

• RoadRunner - Uber like [on development] ⏱️
• Arcade City - Uber like [on development] ⏱️ [info]
• Nostrlivery - iFood like [on development] ⏱️

---

OTHER STUFF

---

Lightning Wallets (zap)

• Alby - Native and extension [info] 🌐
• ZBD - Gaming and Social [info] 🤖🍎
• Wallet of Satoshi [info] 🤖🍎
• Minibits - Cashu mobile wallet [info] 🤖
• Blink - Opensource custodial wallet (KYC over 1000 usd) [source] 🤖🍎
• LNbits - App and extesion [source] 🤖🍎💻
• Zeus - [info] [source] 🤖🍎

---

Exchange

• Mostro - P2P lightning exchange on Nostr [info] 🌐
• Emptio - Bitcoin P2P on Nostr [on development]

---

Media Server (Upload Links)

audio, image and video

• Nostr Build - [source] 🌐
• Nostr Check - [info] [source] 🌐
• NostPic - [source] 🌐
• Sovbit 🌐
• Voidcat - [source] 🌐

Without Nip: - Pomf - Upload larger videos [source] - Catbox - [source] - x0 - [source]

---

Donation and payments

• Zapper - Easy Zaps [source] 🌐
• Autozap [source] 🌐
• Zapmeacoffee 🌐
• Nostr Zap 💻(numpy)
• Creatr - Creators subscription 🌐
• Geyzer - Crowdfunding [info] [source] 🌐
• Heya! - Crowdfunding [source]

---

Security

• Secret Border - Generate offline keys 💻(java)
• Umbrel - Your private relay [source] 🌐

---

Extensions

• Nos2x - Account access keys 🌐
• Nsec.app 🌐 [info]
• Lume - [info] [source] 🐧🪟🍎
• Satcom - Share files to discuss - [info] 🌐
• KeysBand - Multi-key signing [source] 🌐

---

Code

• Nostrify - Share Nostr Frameworks 🌐
• Git Workshop (github like) [experimental] 🌐
• Gitstr (github like) [on development] ⏱️
• Osty [on development] [info] 🌐
• Python Nostr - Python Library for Nostr

---

Relay Check and Cloud

• Nostr Watch - See your relay speed 🌐
• NosDrive - Nostr Relay that saves to Google Drive

---

Bidges and Getways

• Matrixtr Bridge - Between Matrix & Nostr
• Mostr - Between Nostr & Fediverse
• Nostrss - RSS to Nostr
• Rsslay - Optimized RSS to Nostr [source]
• Atomstr - RSS/Atom to Nostr [source]

---

NOT RELATED TO NOSTR

---

Android Keyboards

• Futo - Gboard like [source]
• Florisboard - [source]
• Heliboard - Openboard based [source]

---

Personal notes and texts

• Joplin - privacy-focused note taking app with sync capabilities [source] 📱(🤖🍎) - 💻 (🐧🪟🍎)

---

Front-ends

• Nitter - Twitter / X without your data [source]
• NewPipe - Youtube, Peertube and others, without account & your data [source] 🤖
• Piped - Youtube web without you data [source] 🌐

---

Other Services

• Brave - Browser [source]
• DuckDuckGo - Search [source]
• LLMA - Meta - Meta open source AI [source]
• DuckDuckGo AI Chat - Famous AIs without Login [source]
• Proton Mail - Mail [source]

Other open source index: Degoogled Apps

---

Some other Nostr index on:

Nostr Apps | Nostorg | Awesome Nostr

@ 129f5189:3a441803

Project 2025, outlined in the "Mandate for Leadership" document by the Heritage Foundation, is a crucial guide for the next Republican administration. Crafted by conservative intellectuals from major American think tanks, this plan promises to have significant influence on a potential Donald Trump administration, even if he does not formally acknowledge it as his government plan. https://image.nostr.build/443d69c16dc32659be2353ce48d170d397e0ee682ffc3c4108df3047fd54472d.jpg This document presents proposals to depoliticize government agencies, increase efficiency, and reduce costs, aiming to dismantle the Deep State and combat the Woke agenda associated with the Democratic Party. https://image.nostr.build/06de3f0de3d48e086f47d0418d30e32cbfe0d88f452a93706987b7394458952d.jpg Dissolution of the DHS and Redistribution of Functions The Department of Homeland Security (DHS) was established in 2002 in response to the September 11 attacks, with the goal of consolidating various agencies responsible for domestic security under a single command. The DHS includes agencies such as FEMA, TSA, ICE, and CISA. Project 2025's proposal to dissolve the DHS and redistribute its functions to other agencies aims to address excessive bureaucracy and a lack of cohesion, arguing that centralization has failed to effectively integrate its diverse missions. https://image.nostr.build/ffca8d274914b725183b8fb19162c1b63f4d987c24e598f2eca88901d4a1a43c.jpg Impact on the Democratic Deep State: The dissolution of the DHS would pose a significant threat to the Democratic Deep State, as it would redistribute the power concentrated in a single entity across multiple other agencies, making it more difficult to politicize and centralize control over domestic security operations. This decentralization would reduce the ability to use the DHS as a political tool against opponents. https://image.nostr.build/1597e3b88572fe8aae7ce67cdaf975a873cf8bc68f76d59cb4253ad1520fc7bc.jpg Primary Recommendations Combining Immigration Agencies: Merge U.S. Customs and Border Protection (CBP), Immigration and Customs Enforcement (ICE), U.S. Citizenship and Immigration Services (USCIS), the Office of Refugee Resettlement (ORR) of the Department of Health and Human Services (HHS), and the Executive Office for Immigration Review (EOIR) of the Department of Justice (DOJ) into a new autonomous border and immigration agency. https://image.nostr.build/58eef4f2eca0ed2400261ec878c1dba2ca4bca519a16751b1fb7abd45da2906b.jpg Privatization of the TSA: Privatize the Transportation Security Administration (TSA), drawing inspiration from Canadian and European models, to reduce costs and improve service for travelers. Division of the Secret Service (USSS): The U.S. Secret Service (USSS), responsible for protecting national leaders and investigating financial crimes, would be divided. The protective element would be transferred to the Department of Justice (DOJ), while the financial investigations element would be moved to the Department of the Treasury. https://image.nostr.build/0a065cdbf158db4bc17b9aacd4af5a94029004caaa152eebf2c557042b08a641.jpg Impact on the Democratic Deep State: The division of the USSS would significantly weaken centralized control over protection and financial investigations, making it more difficult to use these functions for political purposes. Transferring the protective element to the DOJ and the financial investigations element to the Treasury would complicate efforts for any group or party to manipulate these crucial government functions for partisan objectives. https://image.nostr.build/1597e3b88572fe8aae7ce67cdaf975a873cf8bc68f76d59cb4253ad1520fc7bc.jpg Cybersecurity and Infrastructure Security Agency (CISA) Established in 2018, CISA is a federal agency responsible for protecting the U.S. critical infrastructure from cyber threats. CISA's mandate includes ensuring cybersecurity for sectors such as energy, transportation, and healthcare, and it collaborates with public and private entities to strengthen the country’s cyber resilience. Criticisms and Restructuring Proposals: Project 2025 strongly criticizes CISA for deviating from its original mission and being used as a political tool for censoring speech and influencing elections. The proposal is to transfer CISA to the Department of Transportation (DOT) and return the agency to its statutory focus. https://image.nostr.build/8bfb4a45053de96a775f67e3e1b83a44d9a65fee4705e3b16d3359bd799b8af2.jpg Review of Executive Order 12333 Executive Order 12333, issued in 1981, sets guidelines for U.S. intelligence activities, including the collection, analysis, and dissemination of information. Project 2025 proposes a review of this order to ensure that intelligence agencies are not used for political purposes but are focused on protecting national security. Objectives of the Review: Prevent Abuse: Ensure that intelligence collection is conducted legally, without being used to target political opponents. Ensure Impartiality: Reaffirm that intelligence operations must be conducted impartially, with a sole focus on the country's security. https://image.nostr.build/90d31cb35a33048d311716df2fbc65c97bd4c1972977e266133654404393fca0.jpg Reforms in Public Service Facilitation of Public Employee Dismissal: Project 2025 emphasizes the need to simplify the process for dismissing public employees who do not perform their duties impartially or who promote specific political agendas. Performance Evaluations: The document highlights the importance of merit-based compensation, stating that performance evaluations are only effective when tied to real consequences. Research indicates that 90% of major private companies in the U.S. use a merit-based pay system linked to evaluations. However, in the federal government, compensation remains largely based on seniority, despite efforts to adopt merit-based pay. https://image.nostr.build/1b858fd7b2a23c3c65c0677d3e69c44976721bbdcbe7facf4682ba3371562cff.jpg Inclusion of Employees Aligned with Conservative Values: Aligned Hiring: Establish mechanisms to hire public employees who share conservative values, ensuring that the policies and practices of agencies are consistent with the principles endorsed by the administration. https://image.nostr.build/ddbf5c59e7bb479998433991347f9d301dd117fbca0edb0f94e98fcac90b2974.jpg Controversial Cases and Politicization: Hunter Biden Laptop Case: Project 2025 harshly criticizes the FBI and the Department of Justice, accusing them of acting in a biased and politically motivated manner. The authors suggest that the agency is intimidating parents who protest by labeling them as "domestic terrorists," while simultaneously suppressing politically unfavorable speech under the guise of combating "disinformation." Furthermore, the critique highlights that the FBI is alleged to be neglecting violent attacks on pregnancy centers and violations of laws prohibiting attempts to intimidate Supreme Court justices. The criticism intensifies with allegations that the FBI interfered in domestic elections and engaged in propaganda operations, specifically citing the purported Russian collusion conspiracy in 2016 and the suppression of the Hunter Biden laptop case in 2020, which is seen as a threat to the Republic. https://image.nostr.build/e4f571a14102a939164465498bef514379ec0443e71a58e12f50c518e00570c6.jpg Politicization of the FBI: Election Interference: Russia Hoax and Trump, Suppression of Hunter Biden’s Laptop, and Big Tech Collusion. Revelations about the FBI’s role in the 2016 "Russia Hoax" and the suppression of Hunter Biden’s laptop in 2020 suggest that the agency may have strayed from its impartial duties. These actions indicate concerning politicization, where the agency appears to have been used to influence the political landscape in favor of certain interests. This includes collaboration between the FBI and Big Tech companies to control discourse. https://image.nostr.build/5dcd45fcec939b782d29d8d2e3d3b45244c525b5dbd3240f1629a4632e390a86.jpg Comprehensive Review of FBI Investigations: It is crucial to conduct an immediate and thorough review of all significant investigations and activities within the FBI, terminating those that are illegal or contrary to national interests. This step is essential for restoring public trust in the FBI. A public report on the findings of this review could enhance transparency and confidence. https://image.nostr.build/df98e2c6aff123d806187eab13d24a3ebb30a87df1f44cf57be97dc5624fff88.jpg Structural Reorganization: Align the FBI within the Department of Justice (DOJ) according to its purposes of national security and law enforcement. The agency should be under the supervision of the Assistant Attorney General for the Criminal Division and the National Security Division, ensuring that the FBI does not operate as an independent entity but is instead subordinated to the DOJ’s directives. https://image.nostr.build/0d1c0015c6b67a8afc2dd1595357ea571fcd5a9d83829065f49f9b60cf553eb0.jpg Prohibition on Policing Speech: Prohibit the FBI from engaging in activities related to combating "disinformation" or "misinformation" disseminated by Americans who are not linked to plausible criminal activities. The Constitution, through the First Amendment, prohibits the government from policing speech, ensuring a healthy public debate without governmental intervention. All these measures represent a significant attack on the "Deep State" within American institutions. These public policies have been considered a dictatorial threat by many sectors of the American press. However, the real issue should be the politicization of unelected bureaucrats by a political faction. https://image.nostr.build/9a44b19d15d53314f89528c1d89e2f637030ea18d8907a6a8c4e27d07064b8ec.jpg Combating Woke Culture in the Intelligence Community Future leadership of the Intelligence Community (IC) needs to implement a plan to replace the "woke" culture and identity politics that have spread throughout the federal government. The goal is to restore traditional American values such as patriotism, racial impartiality, and job competence, which have been replaced by advocacy for "social justice" and identity politics. https://image.nostr.build/7929dca5e36273c8e751f36d6ca6229f362e30792bce735f10be7e5d8581af5f.jpg Final Considerations The Heritage Foundation’s Project 2025 is not merely an administrative reform plan; it is a manifesto of resistance against the Washington status quo. The proposals aim to dismantle established power structures, eliminate politicization, and combat the Woke agenda. If implemented, this plan would profoundly impact how the U.S. government operates, promoting a more efficient, limited government aligned with conservative principles. Threat to the Democratic Deep State: A potential new administration under Donald Trump represents an existential threat to the Democratic Deep State entrenched in American institutions. The dissolution of the DHS, depoliticization of intelligence agencies, division of the Secret Service, review of Executive Order 12333, privatization of the TSA, and the hiring of employees aligned with conservative values are all measures that would significantly weaken centralized control and the ability to use these institutions for political purposes. By dismantling concentrated power and promoting a more transparent and accountable government, Project 2025 aims to restore public trust and ensure that government agencies serve national interests rather than partisan ones. Of course, not all aspects of the plan may be implemented, but the prospect of several of these measures being enacted should be a cause for concern for the Democratic Deep State.

@ c7aa97dc:0d12c810

COLDCARDS’s new Co-Sign feature lets you use a multisig (2 of N) wallet where the second key (policy key) lives inside the same COLDCARD and signs only when a transaction meets the rules you set-for example:

1. Maximum amount per send (e.g. 500k Sats)
2. Wait time between sends, (e.g 144 blocks = 1 day)
3. Only send to approved addresses,
4. Only send after you provide a 2FA code

If a payment follows the rules, COLDCARD automatically signs the transaction with 2 keys which makes it feel like a single-sig wallet.

Break a rule and the device only signs with 1 key, so nothing moves unless you sign the transaction with a separate off-site recovery key.

It’s the convenience of singlesig with the guard-rails of multisig.

Use Cases Unlocked

Below you will find an overview of usecases unlocked by this security enhancing feature for everyday bitcoiners, families, and small businesses.

1. Travel Lock-Down Mode

Before you leave, set the wait-time to match the duration of your trip—say 14 days—and cap each spend at 50k sats. If someone finds the COLDCARD while you’re away, they can take only one 50k-sat nibble and then must wait the full two weeks—long after you’re back—to try again. When you notice your device is gone you can quickly restore your wallet with your backup seeds (not in your house of course) and move all the funds to a new wallet.

2. Shared-Safety Wallet for Parents or Friends

Help your parents or friends setup a COLDCARD with Co-Sign, cap each spend at 500 000 sats and enforce a 7-day gap between transactions. Everyday spending sails through; anything larger waits for your co-signature from your key. A thief can’t steal more than the capped amount per week, and your parents retains full sovereignty—if you disappear, they still hold two backup seeds and can either withdraw slowly under the limits or import those seeds into another signer and move everything at once.

3. My First COLDCARD Wallet

Give your kid a COLDCARD, but whitelist only their own addresses and set a 100k sat ceiling. They learn self-custody, yet external spends still need you to co-sign.

4. Weekend-Only Spending Wallet

Cap each withdrawal (e.g., 500k sats) and require a 72-hour gap between sends. You can still top-up Lightning channels or pay bills weekly, but attackers that have access to your device + pin will not be able to drain it immediately.

5. DIY Business Treasury

Finance staff use the COLDCARD to pay routine invoices under 0.1 BTC. Anything larger needs the co-founder’s off-site backup key.

6. Donation / Grant Disbursement Wallet

Publish the deposit address publicly, but allow outgoing payments only to a fixed list of beneficiary addresses. Even if attackers get the device, they can’t redirect funds to themselves—the policy key refuses to sign.

7. Phoenix Lightning Wallet Top-Up

Add a Phoenix Lightning wallet on-chain deposit addresses to the whitelist. The COLDCARD will co-sign only when you’re refilling channels. This is off course not limited to Phoenix wallet and can be used for any Lightning Node.

8. Deep Cold-Storage Bridge

Whitelist one or more addresses from your bitcoin vault. Day-to-day you sweep hot-wallet incoming funds (From a webshop or lightning node) into the COLDCARD, then push funds onward to deep cold storage. If the device is compromised, coins can only land safely in the vault.

9. Company Treasury → Payroll Wallets

List each employee’s salary wallet on the whitelist (watch out for address re-use) and cap the amount per send. Routine payroll runs smoothly, while attackers or rogue insiders can’t reroute funds elsewhere.

10. Phone Spending-Wallet Refills

Whitelist only some deposit addresses of your mobile wallet and set a small per-send cap. You can top up anytime, but an attacker with the device and PIN can’t drain more than the refill limit—and only to your own phone.

I hope these usecase are helpfull and I'm curious to hear what other use cases you think are possible with this co-signing feature.

---

For deeper technical details on how Co-Sign works, refer to the official documentation on the Coldcard website. https://coldcard.com/docs/coldcard-cosigning/

You can also watch their Video https://www.youtube.com/watch?v=MjMPDUWWegw

coldcard #coinkite #bitcoin #selfcustody #multisig #mk4 #ccq

nostr:npub1az9xj85cmxv8e9j9y80lvqp97crsqdu2fpu3srwthd99qfu9qsgstam8y8 nostr:npub12ctjk5lhxp6sks8x83gpk9sx3hvk5fz70uz4ze6uplkfs9lwjmsq2rc5ky

@ 129f5189:3a441803

Today we will understand how Argentina, when under the control of the Foro de São Paulo, was an important asset for the Chinese Communist Party in South America and how Javier Milei is charting paths to change this scenario. The Chinese government has been making diplomatic overtures to areas near the polar regions as part of its maritime strategy. After a "strategic retreat," the Southern Hemisphere has assumed a new dimension for Chinese interests in South America. Beijing has been increasing its diplomatic engagement with countries in the region, especially Argentina in recent times, through a series of economic, sociocultural, and to a lesser extent, military agreements. This includes the delivery of vaccines and the intention to accelerate an investment plan worth $30 million. China has focused on several geopolitically sensitive projects in Argentina, all strategic: controlling air and maritime space and strategic facilities in territorial areas monitored by Beijing over Antarctica and the South Atlantic. However, doubts arise about China's intentions... https://image.nostr.build/f55fc5464d8d09cbbddd0fe803b264a5e885da387c2c6c1702f021875beb18c2.jpg For Xi Jinping's government, Argentina stands out for its strategic location, the influential posture of its leaders, and its alignment with China's economic and military power expansion. China has made significant investments and infrastructure initiatives in various Argentine regions. In addition to establishing a presence in the province of Neuquén, China has targeted the port city of Ushuaia in Tierra del Fuego, Antarctica, the South Atlantic islands, and the San Juan region near the Chilean border. A 2012 agreement between authorities in Argentina's Neuquén province and Beijing allowed the construction of a deep space tracking station near the Chilean border, which caught Washington's attention. https://image.nostr.build/a3fa7f2c7174ee9d90aaecd9eadb69a2ef82c04c94584165a213b29d2ae8a66e.jpg In 2014, through a bilateral agreement between the Chinese Lunar Exploration Program, represented by the Satellite Launch and Tracking Control General (CLTC) of the People's Liberation Army (PLA) and Argentina's National Commission on Space Activities (CONAE), the agreement identified the Argentine space station at Bajada del Agrio as the most favorable location for hosting a Chinese base in the Southern Hemisphere. The project became operational in 2017 on a 200-hectare area and represents the third in a global network and the first outside China. It features a 110-ton, 35-meter-diameter antenna for deep space exploration (telemetry and technology for "terrestrial tracking, command, and data acquisition"), with the CLTC having a special exploration license for a period of 50 years. https://image.nostr.build/0a469d8bab900c7cefa854594dfdb934febf2758e1a77c7639d394f14cd98491.jpg The 50-year contract grants the Chinese Communist Party (CCP) the ability to operate freely on Argentine soil. The facility, known as Espacio Lejano, set a precedent for a Chinese ground tracking station in Río Gallegos, on the southeastern coast of Argentina, which was formally announced in 2021. In 2016, a document issued by the U.S. State Council Information Office raised concerns among the U.S. government and European Union (EU) countries about the potential military and geopolitical uses of the base in the Southern Hemisphere and Antarctica. Another element fueling suspicion is the existence of "secret clauses" in a document signed by the General Directorate of Legal Advisory (DICOL) of Argentina’s Ministry of Foreign Affairs, International Trade, and Worship with the Chinese government. https://image.nostr.build/1733ba03475755ddf9be4eafc3e9eb838ba8f9fa6e783a4b060f12b89c3f4165.jpg Since the Espacio Lejano contract was signed, U.S. analysts and authorities have repeatedly expressed concern about China's growing collaboration with Argentina on security and surveillance issues. In 2023, a general from the U.S. Southern Command stated during a hearing of the House Armed Services Committee: "The PRC [People's Republic of China] has expanded its capacity to extract resources, establish ports, manipulate governments through predatory investment practices, and build potential dual-use space facilities." https://image.nostr.build/16bbdeae11247d47a97637402866a0414d235d41fe8039218e26c9d11392b487.jpg The shift in the Argentine government from a leftist spectrum, led by leaders of the São Paulo Forum, to a Milei administration, which has always advocated for libertarian and pro-Western rhetoric, has altered the dynamics of Chinese-Argentine relations in 2024. Milei assumed office on December 10, 2023, replacing the progressive president Alberto Fernández, who had strengthened ties with China and signed an agreement in 2022 to join the CCP’s Belt and Road Initiative. During his campaign, Milei did not hide his disdain for communist regimes and signaled his intention to move away from socialist policies in favor of a more libertarian direction. In the nearly seven months since taking office, Milei has implemented major economic reforms and streamlined the government. https://image.nostr.build/1d534b254529bf10834d81e2ae35ce2698eda2453d5e2b39d98fa50b45c00a59.jpg Other recent "positive indicators" suggest that the Milei administration is prioritizing defense relations with the United States over China, according to Leland Lazarus, Associate Director of National Security at the Jack D. Gordon Institute for Public Policy at Florida International University. "The fact is that, in just six months, he has already visited the United States several times. He has met with Secretary [Antony] Blinken, been to the White House... all of this is like absolute music to General Richardson's ears; to President [Joe] Biden's ears," Lazarus told Epoch Times. General Richardson visited Argentina in April, a trip that included the donation of a C-130H Hercules transport aircraft to the Argentine Air Force and a visit to a naval facility in Ushuaia, Tierra del Fuego, at the southern tip of the country. "We are committed to working closely with Argentina so that our collaborative security efforts benefit our citizens, our countries, and our hemisphere in enduring and positive ways," she said in a statement at the time. In Ushuaia, General Richardson met with local military personnel to discuss their role in "safeguarding vital maritime routes for global trade." https://image.nostr.build/f6d80fee8a7bba03bf11235d86c4f72435ae4be7d201dba81cc8598551e5ed24.jpg In a statement from the Argentine Ministry of Defense, Milei confirmed that General Richardson also reviewed the progress of an "integrated naval base" at the Ushuaia naval facility. Argentine officials said they also discussed "legislative modernization on defense issues." Under the previous administration, China had received preferential treatment. In June 2023, Tierra del Fuego Governor Gustavo Melella approved China's plans to build a "multi-use" port facility near the Strait of Magellan. The project was met with legislative backlash, as three national deputies and members of the Civic Coalition filed an official complaint against the governor's provincial decree to build the port with Beijing. The same group also accused Melella of compromising Argentina’s national security. No public records show that the project has progressed since then. https://image.nostr.build/3b2b57875dc7ac162ab2b198df238cb8479a7d0bbce32b4042e11063b5e2779b.jpg Argentina's desire for deeper security cooperation with Western partners was also evident in April when Argentine Defense Minister Luis Petri signed a historic agreement to purchase 24 F-16 fighter jets from Denmark. "Today we are concluding the most important military aviation acquisition since 1983," Petri said in an official statement. "Thanks to this investment in defense, I can proudly say that we are beginning to restore our air sovereignty and that our entire society is better protected against all the threats we face." https://image.nostr.build/8aa0a6261e61e35c888d022a537f03a0fb7a963a78bf2f1bec9bf0a242289dba.jpg The purchase occurred after several media reports in 2022 indicated that the previous Fernández administration was considering buying JF-17 fighter jets made in China and Pakistan. A former minister from ex-president Mauricio Macri's government, who requested anonymity, confirmed to Epoch Times that a deal to acquire JF-17 jets was being considered during the Fernández era. Chinese investment did not occur only in Argentina. According to a document from the U.S. House Foreign Affairs Committee: "From 2009 to 2019, China transferred a total of $634 million in significant military equipment to five South American countries—Argentina, Bolivia, Ecuador, Peru, and Venezuela. The governments of Venezuela, Ecuador, Bolivia, and Argentina purchased defense equipment from the PRC, cooperated in military exercises, and engaged in educational exchanges and training for their military personnel." https://image.nostr.build/ed6d8daeea418b7e233ef97c90dee5074be64bd572f1fd0a5452b5960617c9ca.jpg Access to space plays a crucial role in the CCP's strategic objectives. Thus, when reports emerged in early April that Milei's government wanted to inspect Espacio Lejano, experts suggested it supported his national security moves away from China. According to the Espacio Lejano contract, signed under Cristina Fernández de Kirchner's Peronist regime, CCP officials are not required to let anyone—including the Argentine president—enter the facility without prior notice. According to Article 3, the agreement stipulates that Argentine authorities cannot interfere with or interrupt the "normal activities" of the facility and must explore alternative options and provide an unspecified amount of notice before being granted access. China has maintained that Espacio Lejano is for deep space exploration, lunar missions, and communication with satellites already in orbit. However, there is deep skepticism that the claim of space exploration alone is highly unlikely. The big question is: what could this facility do in times of war? https://image.nostr.build/f46a2807c02c512e70b14981f07a7e669223a42f3907cbddec952d5b27da9895.jpg Neuquén is just one of 11 ground stations and space research facilities China has in Latin America and the Caribbean. This represents the largest concentration of space equipment China has outside its own country. According to data from the Gordon Institute, the Chinese Espacio Lejano station and the Río Gallegos facility provide an ideal surveillance position near the polar orbit. The polar orbit is useful for data collection, transmission, and tracking because it allows for observation of the entire planet from space. The resolution of communications is also improved due to the proximity of satellites in orbit to the Earth's surface. Additionally, it offers strategic advantages for any government involved in espionage. https://image.nostr.build/39215a4c9f84cbbaf517c4fda8a562bba9e0cd3af3d453a24d3a9b454c5d015d.jpg Regarding deeper security collaboration with the United States, the trend is that Milei’s government will do as much as possible without jeopardizing its contracts with China, which is currently Argentina's second-largest trading partner. However, if Argentina's defense cooperation with China cools, the communist regime might wait for another Argentine government to continue its expansion—a government that could be more favorable to the CCP's objectives. Everything will depend on the continued success of Javier Milei's economic miracle, ensuring his government is re-elected and he can appoint a successor, making it more challenging for China, and avoiding a situation similar to what occurred in Brazil starting in 2023. https://image.nostr.build/a5dd3e59a703c553be60534ac5a539b1e50496c71904d01b16471086e9843cd4.jpg

@ 129f5189:3a441803

Precious metals have served as monetary backing for millennia, but this does not guarantee that gold is a safe investment or a good hedge against economic crises and monetary collapses. Since its last major rally in the 1980s, gold has been progressively demonetized. Those who acquired gold in the late 1980s will need to rely on a significant increase in demand or a supply shock for its price to rise by 561% and regain the purchasing power it had 40 years ago. https://image.nostr.build/dd5fec2b474ea34cd72ddf5781393b528e63a358d523c9428f3ba4649f4f42aa.jpg If you look at the purchasing power of $1 (green line), you'll see that the depreciation is even faster. This might create the impression that gold is a good store of value. But does the fact that something loses value more slowly amidst a general decline really make it a store of value? Unless the total demand for gold increases at the same rate as its supply has grown in recent years, the purchasing power of the metal is likely to decline. https://image.nostr.build/9f24f6cf37780fe851746057520064ed94acd96547be53bd341c9e15b8762773.jpg In other words, if you own an ounce of gold, that ounce will represent an increasingly smaller fraction of the total gold reserves, meaning you are being diluted. Additionally, one should also consider the cost and risk of storage, but that's another issue. If you don't want to compare the purchasing power of gold today with the 1980s, you can consider its value from 9 years ago. Between September 2011 and November 2015, the Fed printed approximately $2.8 trillion. This also provides a perspective on gold's depreciation relative to the significant monetary expansion during that period. https://image.nostr.build/822e0a861e16ca258e0427875a84b5c8e5420e51bcf65674b453b55ed78edefd.jpg In other words, the Fed expanded its monetary base by about 30% during that 4-year period. However, the price of an ounce of gold fell by 45% (from $1,900 to $1,057) over the same interval. A true store of value should protect against excessive money printing. In contrast, during that same period, Bitcoin appreciated by 8,500% (from $5 to $419). https://image.nostr.build/32a7ca39a6e69e2780f9ab49390c7b7380499fcfe54ae4ef693e6fc91686a41e.jpg Indeed, while it is interesting to note that this was the exact period when gold derivatives were launched on CME Group, it's important to remember that correlation does not imply causation. Many factors can influence the price of gold and Bitcoin, and establishing a direct causal relationship requires more detailed analysis. https://derivsource.com/2011/06/21/cme-group-announces-the-launch-of-three-new-short-term-gold-crude-oil-and-natural-gas-options-contracts/ In an asset where supply can only be physically verified, flooding the market with gold contracts could lead to significant issues. This might result in market manipulation, legal liabilities, fines, and potentially even imprisonment for those involved. Such actions can undermine the integrity of the market and lead to regulatory and legal consequences. https://www.cnbc.com/2018/11/06/ex-jp-morgan-trader-pleads-guilty-to-manipulating-metals-markets.html Over longer periods, gold has not functioned as a true "store of value" relative to the dollar for quite some time, despite recently returning to its price from 9 years ago. This suggests that, while gold may have periods of price recovery, it has struggled to maintain its value over extended horizons compared to fiat currencies. It's worth noting that before 1980, aluminum was valued higher than gold. This reflects how market dynamics and technological advancements can significantly impact the value of commodities over time. https://www.mgsrefining.com/blog/why-aluminum-is-no-longer-a-precious-metal/ While gold has been undergoing a gradual demonetization process since 1980, another asset appears to be experiencing the opposite—hyper-monetization. (See in red; don't be alarmed.) https://image.nostr.build/435a5369f778a7be727b50e4c6328cfc353240bf804e1ed69313b9a8e1233f7e.jpg With the advent of Bitcoin, you believe that gold will continue on the same path as silver since the end of the bimetallic standard in 1853: a prolonged process of demonetization, with increasing volatility and reduced liquidity. https://image.nostr.build/5b9c8bfdb09e51d639e380df160c98beb9ee1d917ea13d28ef67711cfa5f8086.jpg Since 1913, the dollar has lost 97% of its purchasing power. Over the same period, the gold supply has increased significantly. Since 1980, gold has lost about 82% of its purchasing power. Given that the dollar is used as the unit of account and gold's liquidity is measured in dollars, these changes reflect the complex interaction between the currency and the precious metal. The U.S. is by far the country with the largest gold reserves in the world and is also the fourth-largest miner of the metal. Additionally, the country controls and issues the currency that serves as the unit of account for gold and has the highest liquidity in global trade. Is gold easy to transport? Is it simple to verify its supply and authenticity? Is it practical to store? Is its industrial utility significant? Can it be disrupted? And what about the continuous increase in its supply? These are important questions to consider. In my humble opinion, it will not be the dollar or fiat currencies that will suffer the most from the existence of Bitcoin, but rather the market cap of gold. https://image.nostr.build/61dddefabc4b69f784631a3294bdd978e3411bba40fb52d585e13b48002389fe.jpg

@ 90c656ff:9383fd4e

In the Bitcoin system, the protection and ownership of funds are ensured by a cryptographic model that uses private and public keys. These components are fundamental to digital security, allowing users to manage and safeguard their assets in a decentralized way. This process removes the need for intermediaries, ensuring that only the legitimate owner has access to the balance linked to a specific address on the blockchain or timechain.

Private and public keys are part of an asymmetric cryptographic system, where two distinct but mathematically linked codes are used to guarantee the security and authenticity of transactions.

Private Key = A secret code, usually represented as a long string of numbers and letters.

Functions like a password that gives the owner control over the bitcoins tied to a specific address.

Must be kept completely secret, as anyone with access to it can move the corresponding funds.

Public Key = Mathematically derived from the private key, but it cannot be used to uncover the private key.

Functions as a digital address, similar to a bank account number, and can be freely shared to receive payments.

Used to verify the authenticity of signatures generated with the private key.

Together, these keys ensure that transactions are secure and verifiable, eliminating the need for intermediaries.

The functioning of private and public keys is based on elliptic curve cryptography. When a user wants to send bitcoins, they use their private key to digitally sign the transaction. This signature is unique for each operation and proves that the sender possesses the private key linked to the sending address.

Bitcoin network nodes check this signature using the corresponding public key to ensure that:

01 - The signature is valid. 02 - The transaction has not been altered since it was signed. 03 - The sender is the legitimate owner of the funds.

If the signature is valid, the transaction is recorded on the blockchain or timechain and becomes irreversible. This process protects funds against fraud and double-spending.

The security of private keys is one of the most critical aspects of the Bitcoin system. Losing this key means permanently losing access to the funds, as there is no central authority capable of recovering it.

• Best practices for protecting private keys include:

01 - Offline storage: Keep them away from internet-connected networks to reduce the risk of cyberattacks. 02 - Hardware wallets: Physical devices dedicated to securely storing private keys. 03 - Backups and redundancy: Maintain backup copies in safe and separate locations. 04 - Additional encryption: Protect digital files containing private keys with strong passwords and encryption.

• Common threats include:

01 - Phishing and malware: Attacks that attempt to trick users into revealing their keys. 02 - Physical theft: If keys are stored on physical devices. 03 - Loss of passwords and backups: Which can lead to permanent loss of funds.

Using private and public keys gives the owner full control over their funds, eliminating intermediaries such as banks or governments. This model places the responsibility of protection on the user, which represents both freedom and risk.

Unlike traditional financial systems, where institutions can reverse transactions or freeze accounts, in the Bitcoin system, possession of the private key is the only proof of ownership. This principle is often summarized by the phrase: "Not your keys, not your coins."

This approach strengthens financial sovereignty, allowing individuals to store and move value independently and without censorship.

Despite its security, the key-based system also carries risks. If a private key is lost or forgotten, there is no way to recover the associated funds. This has already led to the permanent loss of millions of bitcoins over the years.

To reduce this risk, many users rely on seed phrases, which are a list of words used to recover wallets and private keys. These phrases must be guarded just as carefully, as they can also grant access to funds.

In summary, private and public keys are the foundation of security and ownership in the Bitcoin system. They ensure that only rightful owners can move their funds, enabling a decentralized, secure, and censorship-resistant financial system.

However, this freedom comes with great responsibility, requiring users to adopt strict practices to protect their private keys. Loss or compromise of these keys can lead to irreversible consequences, highlighting the importance of education and preparation when using Bitcoin.

Thus, the cryptographic key model not only enhances security but also represents the essence of the financial independence that Bitcoin enables.

Thank you very much for reading this far. I hope everything is well with you, and sending a big hug from your favorite Bitcoiner maximalist from Madeira. Long live freedom!

@ d830ee7b:4e61cd62

ในโลกที่ Bitcoin เติบโตอย่างก้าวกระโดด ความต้องการในการทำธุรกรรมที่รวดเร็ว ปลอดภัย และเป็นส่วนตัว ก็เพิ่มสูงขึ้นตามไปด้วย

Lightning Network ได้เข้ามาช่วยแก้ปัญหา Scalability ของ Bitcoin ได้ในระดับหนึ่ง แต่ก็ยังมีข้อจำกัด เช่น ความซับซ้อนในการใช้งาน และความจำเป็นในการบริหารจัดการสภาพคล่อง

ในปี 2023 Burak Keceli นักพัฒนา Bitcoin ผู้มากประสบการณ์ ได้เปิดตัว Ark Protocol ซึ่งเป็นเลเยอร์ 2 โปรโตคอล ที่เสนอแนวทางใหม่ในการทำธุรกรรม Bitcoin

โดย Ark มาพร้อมกับแนวคิดที่ล้ำสมัย และกลไกการทำงานที่แตกต่างไปจาก Lightning Network

บทความนี้จะพาพวกเราไปทำความรู้จักกับ Ark Protocol กันเบื้องต้น ตั้งแต่หลักการทำงานของเทคโนโลยีนี้ ข้อดี-ข้อเสีย การเปรียบเทียบกับ Lightning Network และเทคโนโลยีอื่นๆ ไปจนถึงอนาคตของ Ark ในฐานะเลเยอร์ 2 ทางเลือกใหม่

🤔 Ark Protocol คืออะไร?

Ark Protocol คือ เลเยอร์ 2 โปรโตคอล ที่สร้างขึ้นบนบล็อกเชน Bitcoin โดยมีเป้าหมายเพื่อเพิ่มความสามารถในการขยายขนาด (Scalability) ยกระดับความเป็นส่วนตัว (Privacy) และมอบประสบการณ์การใช้งานที่ราบรื่นยิ่งขึ้น

Ark ทำงานโดยใช้แนวคิด Virtual UTXO (vUTXO) และ Covenant ในการทำธุรกรรมนอกบล็อกเชน (Off-Chain)

โดยอ้างว่าสามารถทำธุรกรรมได้รวดเร็ว ราวกับส่งข้อความ ค่าธรรมเนียมต่ำจนแทบไม่รู้สึก และมีความเป็นส่วนตัวสูง ปกป้องข้อมูลธุรกรรมจากสายตาคนอื่น

📌 vUTXO เหรียญ Bitcoin ดิจิทัลในตู้นิรภัยลับ

ลองนึกภาพ vUTXO (Virtual UTXO) เป็นเหมือนเหรียญ Bitcoin ดิจิทัล ที่ถูกเก็บไว้ในตู้นิรภัยสุดไฮเทค

ตู้นิรภัยนี้ตั้งอยู่นอกบล็อกเชน Bitcoin ทำให้การเข้าถึง vUTXO เป็นไปอย่างรวดเร็ว และไม่ต้องผ่านกระบวนการตรวจสอบที่ยุ่งยาก เหมือนกับการหยิบเหรียญจากกระเป๋า แทนที่จะต้องไปรื้อค้นหาในกองสมบัติขนาดใหญ่

vUTXO คือหัวใจสำคัญของ Ark ที่ทำให้การทำธุรกรรมมีความรวดเร็ว และมีค่าธรรมเนียมต่ำ เนื่องจากธุรกรรม vUTXO เกิดขึ้นนอกบล็อกเชน Bitcoin จึงไม่ต้องรอการยืนยัน (Confirmation) จากเครือข่าย Bitcoin

📌 Covenant สัญญาพิทักษ์ความปลอดภัย

เพื่อให้มั่นใจว่า vUTXO จะถูกใช้จ่ายอย่างถูกต้อง Ark ใช้ Covenant ซึ่งเปรียบเสมือนสัญญาที่กำหนดเงื่อนไขการใช้จ่าย vUTXO ล่วงหน้า

Covenant เหล่านี้ถูกเก็บไว้ใน vUTXO Tree ซึ่งเป็นเสมือนผังข้อมูลของ vUTXO ที่ช่วยให้ Ark สามารถจัดการ vUTXO ได้อย่างมีประสิทธิภาพ

และช่วยปกป้องความเป็นส่วนตัวของผู้ใช้ เหมือนกับการมีระบบรักษาความปลอดภัยหลายชั้น ที่ทำให้มั่นใจได้ว่า มีเพียงเจ้าของที่แท้จริงเท่านั้น จึงจะสามารถเข้าถึง vUTXO ได้

📌 vUTXO Tree ผังข้อมูลของ vUTXO

vUTXO Tree คือโครงสร้างข้อมูลที่ใช้จัดเก็บ vUTXO โดยใช้ Covenant ในการกำหนดเงื่อนไขการใช้จ่าย และสามารถนำ vUTXO กลับมาใช้ใหม่ได้ (Recycle) ทำให้ลดการใช้พื้นที่บนบล็อกเชน และเพิ่มความเป็นส่วนตัว

vUTXO Tree ช่วยให้ Ark สามารถจัดการ vUTXO จำนวนมากได้อย่างมีประสิทธิภาพ และลดความซับซ้อนในการทำธุรกรรม

⭐ ASP ผู้พิทักษ์แห่งโลก Ark

Ark Service Provider (ASP) คือผู้ดูแลระบบ Ark ที่เปรียบเสมือนธนาคารที่เก็บรักษา Bitcoin ของผู้ใช้ และให้บริการ vUTXO ASP ทำหน้าที่ตรวจสอบธุรกรรม อัพเดต vUTXO Tree และดูแลความปลอดภัยของระบบ ASP เปรียบเสมือนผู้ดูแลตู้นิรภัย ที่คอยดูแล vUTXO ของผู้ใช้ และอำนวยความสะดวกในการทำธุรกรรม

🧡 3 ขั้นตอนง่ายๆ สู่ธุรกรรม Bitcoin

Ark Protocol เปรียบเสมือนโลกใบใหม่ที่ถูกสร้างขึ้นเพื่อให้การทำธุรกรรม Bitcoin เป็นเรื่องง่าย รวดเร็ว และปลอดภัยยิ่งขึ้น การเดินทางในโลก Ark นั้นไม่ซับซ้อนอย่างที่คิด เพียงแค่ 3 ขั้นตอนง่ายๆ คุณก็สามารถสัมผัสประสบการณ์การใช้ Bitcoin แบบเหนือชั้นได้

1. ก้าวแรกสู่โลก Ark โดยแลก Bitcoin เป็น vUTXO

การเข้าสู่โลก Ark เริ่มต้นจากการฝาก Bitcoin ของคุุณเข้าสู่ Ark Service Provider (ASP) เปรียบเสมือนการเดินเข้าธนาคารเพื่อแลกเงินสดเป็นเช็ค

ASP จะทำหน้าที่ดูแลรักษา Bitcoin ของคุุณอย่างปลอดภัย และมอบ vUTXO ให้เป็นเสมือนเช็คดิจิทัลที่คุุณสามารถใช้จ่ายในโลก Ark ได้

• เลือก ASP / ก่อนอื่น คุุณต้องเลือก ASP ที่น่าเชื่อถือ โดยพิจารณาจากชื่อเสียง ค่าธรรมเนียม และบริการที่ ASP นั้นๆ มีให้บริการ

• ฝาก Bitcoin / เมื่อเลือก ASP ได้แล้ว คุุณสามารถฝาก Bitcoin ไปยังที่อยู่ Bitcoin ของ ASP ที่คุุณเลือก

• รับ vUTXO / เมื่อ ASP ได้รับ Bitcoin ของคุุณแล้ว ระบบจะทำการออก vUTXO ให้กับคุุณโดยอัตโนมัติ vUTXO นี้จะถูกเก็บไว้ใน vUTXO Tree ที่ ASP ดูแล มูลค่าของ vUTXO จะเท่ากับจำนวน Bitcoin ที่คุุณฝากเข้าไป

ตอนนี้คุุณพร้อมที่จะเริ่มต้นการเดินทางในโลก Ark แล้ว..

2. ธุรกรรมสายฟ้าแลบ ผ่านการส่ง vUTXO รวดเร็ว ปลอดภัย ไร้กังวล

vUTXO เปรียบเสมือนเช็คดิจิทัลที่ทำให้การทำธุรกรรม Bitcoin เป็นเรื่องง่าย รวดเร็ว และปลอดภัย

• ส่ง vUTXO ง่ายๆ / เพียงแค่ระบุจำนวน vUTXO ที่ต้องการส่ง และที่อยู่ Ark ของผู้รับ ธุรกรรมของคุณจะถูกดำเนินการทันที โดยไม่ต้องรอการยืนยันจากบล็อกเชน Bitcoin

• ค่าธรรมเนียมต่ำ / เนื่องจากธุรกรรม vUTXO เกิดขึ้นนอกบล็อกเชน Bitcoin จึงมีค่าธรรมเนียมที่ต่ำกว่าการทำธุรกรรมบนบล็อกเชน Bitcoin

• ความเป็นส่วนตัว / ข้อมูลธุรกรรม vUTXO จะถูกเก็บไว้ใน vUTXO Tree ซึ่ง ASP เป็นผู้ดูแล จึงมีความเป็นส่วนตัวมากกว่าการทำธุรกรรมบนบล็อกเชน Bitcoin

3. กลับสู่โลก Bitcoin ด้วยการแลก vUTXO คืนเป็น Bitcoin

เมื่อคุุณต้องการนำ Bitcoin ออกจากโลก Ark เพื่อนำไปใช้จ่ายในโลกภายนอก คุุณสามารถแลก vUTXO คืนเป็น Bitcoin ได้ง่ายๆ

• ส่งคำขอถอน / เพียงแค่ส่งคำขอถอน Bitcoin ไปยัง ASP พร้อมระบุจำนวน Bitcoin ที่ต้องการถอน และที่อยู่ Bitcoin ของคุุณ

• ASP ตรวจสอบและดำเนินการ / ASP จะตรวจสอบความถูกต้องของคำขอ และยอดคงเหลือ vUTXO ของคุุณ ก่อนทำการโอน Bitcoin ไปยังที่อยู่ Bitcoin ของคุุณ

สรุป / การทำธุรกรรมในโลก Ark นั้นง่าย รวดเร็ว และปลอดภัย เพียงแค่ 3 ขั้นตอน คุุณก็สามารถสัมผัสประสบการณ์การใช้ Bitcoin ผ่าน Ark ได้

หมายเหตุ

จากการศึกษาในเอกสารของทางผู้พัฒนา พบข้อสังเกตว่า.. การเลือก ASP ที่น่าเชื่อถือเป็นสิ่งสำคัญ เพราะ ASP จะทำหน้าที่ดูแลรักษา Bitcoin ของคุุณ ดังนั้น ควรศึกษาข้อมูล และเลือก ASP ที่มีชื่อเสียง มีระบบรักษาความปลอดภัยที่ดี และมีค่าธรรมเนียมที่เหมาะสม

Ark vs. Lightning Network

แม้ Lightning Network จะเป็นเลเยอร์ 2 ที่ได้รับความนิยมอย่างมากในปัจจุบัน แต่ Ark ก็มีข้อได้เปรียบและข้อเสียที่แตกต่างกันออกไป ดังนี้..

1. ด้านความปลอดภัย - Ark พึ่งพา ASP ในการดูแล Bitcoin และ vUTXO ดังนั้น ความปลอดภัยของ Ark จึงขึ้นอยู่กับความน่าเชื่อถือของ ASP - Lightning Network ใช้ Multisig และ Hash Time Locked Contract (HTLC) ในการรักษาความปลอดภัย ซึ่งไม่ต้องพึ่งพาบุคคลที่สาม แต่ผู้ใช้ต้องรับผิดชอบในการจัดการช่องทาง และป้องกันการโจมตีต่างๆ ด้วยตนเอง

2.ความสามารถในการรองรับปริมาณธุรกรรม (Scalability) - Ark สามารถรองรับปริมาณธุรกรรมได้สูง เนื่องจากธุรกรรมเกิดขึ้นนอกบล็อกเชน Bitcoin - Lightning Network สามารถรองรับปริมาณธุรกรรมได้สูง แต่อาจยังมีข้อจำกัดอยู่บ้าง เนื่องจากต้องอาศัยการเปิด-ปิดช่องทาง และการบริหารจัดการสภาพคล่องที่จำเป็นต้องมีประสบการณ์และความชำนาญสูง

3.ความซับซ้อนในการพัฒนา - การพัฒนาแอปพลิเคชันบน Ark อาจมีความซับซ้อนน้อยกว่า Lightning Network เนื่องจากไม่ต้องจัดการกับช่องทาง และสภาพคล่อง - การพัฒนาแอปพลิเคชันบน Lightning Network มีความซับซ้อน เนื่องจากต้องเข้าใจ Multisig, HTLC และการจัดการช่องทาง

4. การกระจายอำนาจ - Ark มีการกระจายอำนาจน้อยกว่า Lightning Network เนื่องจากต้องพึ่งพา ASP - Lightning Network มีการกระจายอำนาจมากกว่า เนื่องจากผู้ใช้สามารถเชื่อมต่อกันเองได้โดยตรง โดยไม่ต้องผ่านตัวกลาง

5.ความพร้อมในการใช้งาน - Ark ยังอยู่ในช่วงเริ่มต้นของการพัฒนา และยังไม่มีการใช้งานอย่างแพร่หลาย - Lightning Network มีการใช้งานจริงแล้ว และมีแอปพลิเคชัน Wallet และบริการต่างๆ ที่รองรับ

6.ความยืดหยุ่นในการใช้งาน - Ark ออกแบบมาเพื่อการชำระเงิน และอาจไม่เหมาะกับการใช้งานอื่นๆ เช่น Smart Contract - Lightning Network สามารถนำไปประยุกต์ใช้ได้หลากหลาย เช่น Micropayment, Streaming Payment, และ Decentralized Finance (DeFi)

7. ต้นทุนในการใช้งาน - ค่าธรรมเนียมในการทำธุรกรรม Ark ขึ้นอยู่กับ ASP - ค่าธรรมเนียมในการทำธุรกรรม Lightning Network ขึ้นอยู่กับ Routing Fee และค่าธรรมเนียมในการเปิด-ปิดช่องทาง

8. ความเสถียรของระบบ - Ark ยังเป็นเทคโนโลยีใหม่ ความเสถียรของระบบยังอยู่ในช่วงการทดสอบ - Lightning Network มีการใช้งานจริงมาระยะหนึ่งแล้ว และมีความเสถียรในระดับหนึ่ง

9. การสนับสนุนจากชุมชน - Ark ยังมีชุมชนผู้ใช้งานและนักพัฒนาที่เล็กกว่า Lightning Network - Lightning Network มีชุมชนผู้ใช้งานและนักพัฒนาที่ใหญ่ และมีการพัฒนาอย่างต่อเนื่อง

https://i.nostr.build/gAhg5rQoYU3WmsGy.jpg

📌 Ark Labs ก้าวสู่พัฒนาการใหม่บน Bitcoin

ในเดือนมิถุนายน 2024 ทีมพัฒนา Ark ได้ประกาศก่อตั้งบริษัท Ark Labs อย่างเป็นทางการ ภายใต้การสนับสนุนของ Vulpem Ventures บริษัท Venture Capital ที่มุ่งเน้นการลงทุนในเทคโนโลยี Blockchain และ Cryptocurrency

การก่อตั้ง Ark Labs ถือเป็นก้าวสำคัญของ Ark Protocol ที่แสดงให้เห็นถึงความมุ่งมั่นในการพัฒนาเทคโนโลยี และผลักดันให้ Ark กลายเป็นเลเยอร์ 2 โซลูชัน ที่ได้รับการยอมรับ และใช้งานอย่างแพร่หลาย

📌 ภารกิจของ Ark Labs

Ark Labs มี 2 ภารกิจหลัก คือ

• พัฒนา Ark Protocol แบบ Open Source Ark Labs มุ่งมั่นที่จะพัฒนา Ark Protocol ให้เป็น Open Source เพื่อให้ทุกคนสามารถเข้าถึง ใช้งาน และมีส่วนร่วมในการพัฒนาเทคโนโลยีได้

• สร้างบริการสำหรับผู้ใช้ Ark Ark Labs มีแผนที่จะสร้างบริการต่างๆ ที่ใช้งาน Ark Protocol เช่น Wallet, Payment Gateway, และ API เพื่อให้ผู้ใช้สามารถเข้าถึง Ark ได้ง่าย และสะดวกยิ่งขึ้น

📌 Ark Labs: ทีมผู้เชี่ยวชาญ ขับเคลื่อนอนาคตของ Bitcoin

Ark Labs นำโดย Marco Argentieri ผู้มีประสบการณ์ในวงการ Blockchain และ Cryptocurrency มายาวนาน ทีมงานของ Ark Labs ประกอบด้วยนักพัฒนา Bitcoin ผู้มากประสบการณ์ นักออกแบบ และผู้เชี่ยวชาญด้านการตลาด

แผนงานในอนาคต แอปพลิเคชันแรก และการเติบโตของระบบนิเวศ

Ark Labs มีแผนที่จะเปิดตัวแอปพลิเคชันแรกที่ใช้ Ark Protocol ภายในปี 2024 โดยแอปพลิเคชันนี้จะเน้นไปที่การทำธุรกรรม Bitcoin ที่รวดเร็ว ปลอดภัย และเป็นส่วนตัว

นอกจากนี้ Ark Labs ยังมีแผนที่จะขยายระบบนิเวศของ Ark โดยการสร้างความร่วมมือกับ Wallet ผู้ให้บริการแลกเปลี่ยน (Exchange) และธุรกิจต่างๆ เพื่อเพิ่มการใช้งาน Ark ให้แพร่หลายมากยิ่งขึ้น

บทสรุป

Ark คืออนาคตของ Bitcoin หรือไม่?

Ark Protocol คือเลเยอร์ 2 ที่น่าจับตามอง มาพร้อมกับแนวคิดที่ล้ำสมัย และศักยภาพในการยกระดับ Bitcoin ไปอีกขั้น แม้จะยังอยู่ในช่วงเริ่มต้น แต่ Ark ก็นำเสนอทางเลือกที่น่าสนใจ

หมายเหตุ บทความนี้นำเสนอข้อมูล Ark Protocol โดยอิงจากข้อมูลที่เผยแพร่โดย Ark Labs และแหล่งข้อมูลอื่นๆ ผู้อ่านควรศึกษาข้อมูลเพิ่มเติม และทำการวิเคราะห์ด้วยตนเองก่อนตัดสินใจลงทุนในเทคโนโลยีใดๆ

อย่างไรก็ตาม.. ยังมีคำถามอีกมากมายที่น่าสนใจเกี่ยวกับ Ark Protocol เช่น..

• กลไกการฝาก Bitcoin เข้าสู่ระบบ
• รายละเอียดเกี่ยวกับค่าธรรมเนียม
• และความสามารถในการรองรับปริมาณธุรกรรม (Scalability) เมื่อเทียบกับ Lightning Network

ซึ่งเราจะมาหาคำตอบร่วมกันในเวที Advanced Stage วันที่ 14 กันยายน 2024 ในงาน #TBC2024

มาร่วมเจาะลึก Ark Protocol และสำรวจศักยภาพของเลเยอร์ 2 โซลูชันนี้ไปพร้อมๆ กันครับ!

ศึกษาเพิ่มเติม

• https://ark-protocol.org/
• https://arkdev.info/docs/learn/intro
• https://arklabs.to/

@ 5b0183ab:a114563e

Chef's notes

Growing up there are a few staple foods that stick with you. For me, it was my Grandma Betty's Chicken Dijon. It was my birthday request every year and every time we cook it up it touches my heart. Grandma Betty passed away a 7 years ago. This dish is dedicated to her, directly from her recipe book.

Details

• ⏲️ Prep time: 10
• 🍳 Cook time: 35

Ingredients

• 4 Chicken Breasts
• 3 Tbsp Butter
• 2 Tbsp Flower
• 1/2 Cup Heavy Cream
• 3 Tbsp Dijon Mustard
• Tomato Wedges

Directions

1. In large skillet, cook chicken in butter on medium heat till brown on both sides and cooked through (about 20 min)
2. Remove chicken and set aside
3. Stir flower into skillet drippings. (whisk thoroughly for best flavor)
4. Add chicken broth and cream. Whisk until sauce thickens. (about 5 minutes)
5. Add dijon mustard and stir to combine.
6. Place chicken breasts in skillet. Place lid on skillet and simmer on low. (10 minutes)
7. Slice tomato in wedges
8. Chop Parsley
9. Plate Chicken, pour cream sauce, tomato wedges and garnish with parsley.
10. Pairs well with steamed rice or pasta and your favorite vegetable(s) (I prefer sweat peas and Steamed Rice)

@ 8cb60e21:5f2deaea

@ 97c70a44:ad98e322

Nostr is a mess. It always has been and will always be. That's part of the appeal! But it's important that users be able to navigate the rolling seas of this highly partition-tolerant network of kaleidoscopically-interwoven people, bots, topics, relays, clients, events, recommendations, lists, feeds, micro-apps, macro-apps, Chinese spam, and "GM"s.

In order to do this, users must be able to articulate "what" they are looking for, and clients must be able to articulate "how" to find that thing. This "how" is divided into two parts: building a request that will match the desired content (very easy), and selecting a relay that is able to serve that content to the user requesting it (very very hard).

Why guessing isn't good enough

As a concrete example, let's say the user wants to find everyone in their "network" who is using a particular topic. The process would look something like this:

1. The user clicks the "network" tab and types in the topic they want to browse. This is the "what".
2. The client then translates the term "network" to a list of public keys using whatever definition they prefer (Follows? WoT? Grapevine?), and builds a filter that might look something like this: [{"authors": pubkeys, "#t": ["mytopic"]}]. Any relay will happily accept, understand, and respond to that filter.
3. The client then has to decide which relays it should send that filter to. This is the ??? stage of the outbox model, which immediately precedes:
4. Profit

It may not be immediately obvious why selecting the correct relays might be difficult. Most people post to relay.damus.io, and most people read from relay.damus.io, so in most cases you should be good, right?

This approach to relay selection has historically worked "well enough", but it depends on a flawed definition of success. If you only want to find 90% of the content that matches your query, using the top 10 relays will suffice. But nostr is intended to be censorship-resistant. What if those 10 hubs have banned a particular public key? Nostr clients should (at least in theory) be 100% successful in retrieving requested content. Even if someone only posts to their self-hosted relay, you should be able to find their notes if their account is set up properly.

A naive solution to fixing the FOMO

A 90% hit rate results in a feeling of flakiness, even if users aren't completely aware of what isn't working. Feeds will be incomplete, quoted notes will be missing, replies will be orphaned, user profiles won't load. The natural response to the FOMO this creates is for users to "try harder" by adding more relays.

On the read side, this means clients open more connections, resulting in much higher data transfer requirements, with massively diminishing returns, since there's no reason to expect that a randomly chosen relay will have a substantially different data set.

One the publish side, this means that clients end up publishing more copies of their data to more relays. This approach has been automated in the past by services like Blastr, which don't store a copy of events published to the relay, but instead forward events to the top 300 relays in the network. This results in a two-orders-of-magnitude increase in storage required, and only makes the read side of the problem worse, since it reduces the uniqueness of the data set each relay stores. This in turn means that more duplicates are retrieved when querying relays.

Both halves of this approach are equivalent to guessing. On the read side, users are guessing which relays will have any arbitrary content they might ask for in the future. On the write side, users are guessing which relays other people might use to find their notes. It is a brute-force method for finding content.

Randomness results in centralization

In theory, random relay selection would result in a perfect distribution of content across all relays in the network. But in practice, this method of selection isn't random at all, but is strongly influenced by user bias in what constitutes a "good" relay. While some users may check nostr.watch for ping times, geographical proximity, or uptime, most will choose relays based on familiar names or other people's recommendations.

In either case, these biases are entirely orthogonal to achieving a higher content retrieval hit rate, except when bias in relay selection results in clustering — i.e., centralization. In other words, the kind of randomness exhibited by users when selecting relays actually results in pretty much everyone picking the same few relays. We see this same effect when people try to come up with passwords or seed phrases — human-provided randomness is anything but random.

Clustering improves the hit rate when requesting events (slightly), but it results in nearly as much centralization as if only a single relay was used — and a lot more duplicate events.

Something (anything) other than randomness

In early 2023, Mike Dilger introduced NIP 65 (now known as the "Outbox Model") with a problem statement in the spirit of the original description of nostr: "Nostr should scale better. People should be able to find what they want."

Historical note: NIP 65 was formerly known as the "Gossip Model", derived from the name of Mike's desktop nostr client, called "Gossip". This unfortunately created a lot of confusion, since gossip protocols work very differently from how nostr tends to work, hence the re-brand.

Before NIP 65, an informal standard existed in which kind 3 user contact lists also included a list of relays that clients could use as something similar to Mastodon's "home servers". This list included the option to only read or write from a given relay. Unfortunately, it wasn't really clear what the semantics of this relay list were, so different clients handled them differently (and many clients ignored them). Usually this amounted to user-provided static relay configurations, which resulted in the naive relay selection approach described above.

NIP 65 used a very similar format (a list of relay urls with optional "read" or "write" directives), but with a very important semantic difference: relays listed in a user's kind 10002 were intended to "advertise to others, not for configuring one's client." In other words, these relay selections were intended as a signal to other users that they should use certain relays when attempting to communicate with the author of the relay list.

I highly recommend reading the entire NIP, which is very short and easy to read. But the mechanics of the spec are very simple:

When seeking events from a user, Clients SHOULD use the WRITE relays of the user's kind:10002.

When seeking events about a user, where the user was tagged, Clients SHOULD use the READ relays of the user's kind:10002.

When broadcasting an event, Clients SHOULD:

• Broadcast the event to the WRITE relays of the author
• Broadcast the event to all READ relays of each tagged user

For the first time, we had a way to differentiate relays in terms of what content could be found where.

When looking for a note by a particular user, a client could now look up the author's write relays according to their kind 10002 event, and send its query there. The result is a much higher hit rate with much lower data transfer requirements, and fewer connections per query.

Making Outbox Work

There are of course some assumptions required to make this work.

First, the user must know which author they're looking for. This isn't always true when looking up a quote or parent note, but context and pubkey hints solve this difficulty in most cases.

The author must also publish a kind 10002 event. This may not always be the case, but clients should prompt users to set up their relay list correctly. This isn't really a flaw in the Outbox Model, just in implementations of it.

Additionally, the user's client must be able to find the author's kind 10002 event. This is the "bootstrapping" phase of the Outbox Model, during which the mechanisms the system provides for finding events aren't available. This requires us to fall back to randomly guessing which relays have the content we're looking for, which as we saw above doesn't work very well.

Other than guessing, there are a few different ways a client might find the relay selection event in question, each of which is applicable in different circumstances. In most cases, using one of a handful of indexer relays like purplepag.es or relay.nostr.band is a simple and efficient way to find user profiles and relay selections.

However, if an author's content has been aggressively purged from these indexers due to censorship, they obviously can't be relied upon. Even though the author in question hasn't been deplatformed from nostr itself (since he can always self-host a publicly accessible relay to store his content), he has been effectively shadow-banned.

To get around this, relay selections have to be communicated in some other way. Nostr has a few different mechanisms for this:

• If the author's NIP 05 address is known and properly configured (it may not be), clients can look up the author's NIP 05 endpoint to find some reasonable relay hints. Unfortunately, these are often neglected, and usually custodial, so they can run into the same problems.
• If the author's pubkey is found in another signed event found on nostr, relay hints can be a way to propagate relay selections through the network. This relies on implementations picking reliable relay hints which can be difficult, and hints do tend to become less reliable over time. However, this strategy is very effective in resisting censorship because it makes banning viral — if a relay wants to completely purge a particular pubkey from their database, they have to purge every event that references it, since events are tamper-proof.
• In extremis, relay recommendations can always be communicated out-of-band. This can be done using manual input, QR codes, DHTs, jsonl torrents full of kind 10002 events, or any other mechanism client developers choose to resort to.

Another, more technical assumption is that any given query can be fulfilled by few enough relays that a client can actually make all the connections needed, without running into resource limits. If you're trying to request content from 10,000 users across 1,000 relays, you're going to have a bad time. This was pointed out to me by Mazin of nostr.wine. He makes a good point, and it's definitely something to keep in mind. There are some mitigating factors though.

The first is that the current topology of the network probably won't persist forever. Because nostr is largely populated by self-hosting enthusiasts, the number of "tiny" relays is proportionally much higher than it will be if adoption picks up, even if the total number of relays grows. The trajectory is that nostr will drift toward fewer, larger relays, reducing the number of connections needed to fulfill any given query.

This is "centralizing", but it's important to understand that this isn't necessarily a bad thing. As long as there are more than one or two large hubs, there is user choice. And as long as it's possible to run a new relay, there is always an escape hatch. Nostr, like bitcoin, has no hard dependency on the biggest player in the network.

The other thing to consider is that there are lots of other techniques we can use to overcome the limits of the lowest-common denominator's limitations (mobile browser clients), including self hosted or third-party relay proxies. The trade-off here is that a little trust (aka centralization) can go a long way to reducing resource requirements needed to fulfill queries using the Outbox model.

If you're interested in more details on this topic, see this blog post.

That was a long digression, but there is one other thing that the Outbox model assumes to be the case. Even if the correct relays are found and connected to, they still may not return all desired content, either because they don't have it, or because they refuse to return it to the user requesting it.

This can happen if the publishing client isn't following the Outbox Model, if the author had migrated from one relay set to another without copying their notes over, or if the relay in question chose not to retain the author's content for some reason.

The first two issues can be fixed by improving implementations, but the question of policy is a little more interesting.

Relativistic relays

The Outbox Model is a mechanical process; it's only as useful as user relay selections are. In order for it to work, users have to be able to make intelligent relay selections.

Every relay has trade-offs, depending on its policy. 140.f7z.io would not be useful for long-form content, for example. Some relays might have a content retention policy that changes depending on whether you're a paying user. If you don't pay, you might find out too late that your content has been deleted from the relay.

So what makes a relay "good" for a particular use case? Well, it's complicated. Here are a few factors that go into that calculus:

• Is the relay in the same geographical as the user? Proximity reduces latency, but jurisdictional arbitrage might be desired. Users should probably have a variety of relays that fit different profiles.
• Will the relay ban the user? Do the operators have a history of good behavior? Is the relay focused on particular types of content? Is the relay's focus consistent with the user's goal in adding that relay to their list?
• What are the relay's retention policies? A user might want to set up an archival relay for her old content, or a multi-availability-zone relay so her notes are immediately accessible to the rest of the network.
• Does the relay require payment? Paid relays are more aligned with their users, but obviously come at a financial cost.
• Does the relay have policies for read-protecting content? If so, other users might not be able to find your posts published to that relay. On the other hand, some relays are configured to work as inboxes for direct messages, which can help preserve privacy.
• Does the relay request that users authenticate? Authentication can help manage spam, but it also allows relays to correlate content requests with users, reducing user privacy.
• Is the relay you use hosted by your client's developer? If so, you're in danger of getting banned from your client and your relay at the same time.
• Is the relay a hub? Using hubs can help smooth out rough areas in Outbox Model implementations, at the cost of centralization.
• Is the relay used by anyone else? One-off relays can be useful for archival purposes, but often won't be used by clients following the Outbox Model, depending on how they optimize requests.

There are lots of ways to approach the problem of helping users select relays, but it's an inherently complex problem which very few people will have the patience to properly address on their own. Relay selection is a multi-dimensional problem, and requires satisfying multiple constraints with a limited number of relay selections.

In the future, special-purpose clients might be used to help people build relay sets. Clients also might provide curated "relay kits" that users can choose and customize. Or, we might see an increase in hybrid solutions, like smarter relay proxies or client-local relays that synchronize using other protocols or platforms.

The Limitations of Outbox

Outbox is not a complete solution, not because of any of the caveats listed above, but because NIP 65 per se only addresses the question of how to index content by pubkey in a broadcast social media context. But there are many other scenarios for relay selection that Outbox does not solve:

• Community, chat, and group posts might be best posted to relays dedicated to that context.
• Direct messages shouldn't follow the same contours as public social media content.
• Topic-oriented relays, or relays serving a custom feed might be useful independent of who uses them.
• Relays focused on serving a particular kind of event, like music, long-form content, or relay selections, are useful independent of who reads from or writes to them.
• Certain clients might need to fulfill particular use cases by using relays that support certain protocol features, like search, count, or sync commands.
• Some events might not make sense to publish to relays, but should instead be shared only directly, out of band.

Some of these use cases might be solved by new specifications similar to Outbox that prescribe where certain data belongs — for example, NIP 17 requires users to publish a different relay list before they can receive direct messages, while NIP 72 places community relay recommendations directly into the group's metadata object. A reasonably complete list of different relay types can be found in this PR, very few of which have a canonical way to manage selections.

Other use cases might be supported more informally, either by relays advertising their own value proposition, or via third-party NIP 66 metadata. Still others might be supported by scoping the network down to only certain relays through explicit relay selection — this is how white-labeled Coracle instances work.

The basic idea here is that there are categories of events that don't have anything to do with where a particular person puts his or her "tweets". For every "what" on nostr, there should be a "how".

Keep nostr weird

Whatever additional systems we end up adopting for helping with relay selection, one thing is certain — people will continue to discover new, creative uses for relays, and we will always be playing catch up. This is one of the coolest things about nostr!

But it does mean that users will have to adapt their expectations to a network that partitions, re-configures, and evolves over time. Nostr is not a "worse" experience than legacy social media, but it is a version of social media that has itself been set free from the stagnant walled-garden model. Nostr is in many ways a living organism — we should be careful not to impose our expectations prematurely, leaving room to discover what this thing actually is, or can be.

If you enjoyed this post but want more take a look at the talk I gave at Nostrasia last year. I also wrote up a blog post at about the same time that addresses some of the same issues, but focuses more on privacy concerns around relays and nostr groups. Finally, I recently wrote this comment, which includes some details about challenges I've faced putting Outbox into Coracle.

@ 90c656ff:9383fd4e

The Bitcoin network is built on a decentralized infrastructure made up of devices called nodes. These nodes play a crucial role in validating, verifying, and maintaining the system, ensuring the security and integrity of the blockchain or timechain. Unlike traditional systems where a central authority controls operations, the Bitcoin network relies on the collaboration of thousands of nodes around the world, promoting decentralization and transparency.

In the Bitcoin network, a node is any computer connected to the system that participates in storing, validating, or distributing information. These devices run Bitcoin software and can operate at different levels of participation, from basic data transmission to full validation of transactions and blocks.

There are two main types of nodes:

• Full Nodes:

01 - Store a complete copy of the blockchain or timechain. 02 - Validate and verify all transactions and blocks according to the protocol rules. 03 - Ensure network security by rejecting invalid transactions or fraudulent attempts.

• Light Nodes:

01 - Store only parts of the blockchain or timechain, not the full structure. 02 - Rely on full nodes to access transaction history data. 03 - Are faster and less resource-intensive but depend on third parties for full validation.

Nodes check whether submitted transactions comply with protocol rules, such as valid digital signatures and the absence of double spending.

Only valid transactions are forwarded to other nodes and included in the next block.

Full nodes maintain an up-to-date copy of the network's entire transaction history, ensuring integrity and transparency. In case of discrepancies, nodes follow the longest and most valid chain, preventing manipulation.

Nodes transmit transaction and block data to other nodes on the network. This process ensures all participants are synchronized and up to date.

Since the Bitcoin network consists of thousands of independent nodes, it is nearly impossible for a single agent to control or alter the system.

Nodes also protect against attacks by validating information and blocking fraudulent attempts.

Full nodes are particularly important, as they act as independent auditors. They do not need to rely on third parties and can verify the entire transaction history directly.

By maintaining a full copy of the blockchain or timechain, these nodes allow anyone to validate transactions without intermediaries, promoting transparency and financial freedom.

• In addition, full nodes:

01 - Reinforce censorship resistance: No government or entity can delete or alter data recorded on the system. 02 - Preserve decentralization: The more full nodes that exist, the stronger and more secure the network becomes. 03 - Increase trust in the system: Users can independently confirm whether the rules are being followed.

Despite their value, operating a full node can be challenging, as it requires storage space, processing power, and bandwidth. As the blockchain or timechain grows, technical requirements increase, which can make participation harder for regular users.

To address this, the community continuously works on solutions, such as software improvements and scalability enhancements, to make network access easier without compromising security.

In summary, nodes are the backbone of the Bitcoin network, performing essential functions in transaction validation, verification, and distribution. They ensure the decentralization and security of the system, allowing participants to operate reliably without relying on intermediaries.

Full nodes, in particular, play a critical role in preserving the integrity of the blockchain or timechain, making the Bitcoin network resistant to censorship and manipulation.

While running a node may require technical resources, its impact on preserving financial freedom and system trust is invaluable. As such, nodes remain essential elements for the success and longevity of Bitcoin.

Thank you very much for reading this far. I hope everything is well with you, and sending a big hug from your favorite Bitcoiner maximalist from Madeira. Long live freedom!

@ 3e6e0735:9e95c8a2

Imagine a colorful world filled with vibrant villages, each bustling with activity. Each village has its own unique roads and parks where people gather to share their stories, pictures, and ideas.

Village A is like a big, crowded gathering spot, similar to Facebook, where everyone loves to post their adventures. But there’s a dark cloud hanging over it. The village leaders, while wanting to keep things friendly, are constantly pressured by the government to monitor what people share. If someone posts something that the government doesn’t like, the leaders might say,

“Hold on! You can’t share that!” It feels more like a prison than a park, where the rules can change at any moment, and everyone is afraid to speak freely.

Village B is a chaotic place where folks send quick messages back and forth, just like Twitter. Here, too, the leaders face immense pressure from the government to control conversations. If you say something that doesn’t fit the official narrative, they might silence you or even banish you from the village. Plus, when you share your thoughts, you don’t really own them. The leaders can sell your data and connections to the highest bidder, leaving you feeling like just another product.

Then there’s Village C, a trendy spot for sharing beautiful photos, like Instagram. But beware! The leaders here are also under the thumb of the government, which has its own set of oppressive rules. If someone posts something that challenges the status quo, it might just vanish without a trace. And just like in the other villages, your data and followers aren’t really yours—they can be sold off without your consent.

But wait! Enter NOSTR, the magical map that connects all the villages without any leaders telling you what you can or can’t share. It’s like building roads that anyone can use, with no gates or guards in sight.

With NOSTR, if Village A wants to share a story with Village C, they can do it directly, or through Village B, without anyone stopping them. It’s permissionless, meaning you don’t need to ask for permission to share your thoughts or ideas. Plus, all content lives everywhere at once, thanks to special relays, so you can find it no matter where you are!

Here’s the best part: with NOSTR, you own your own data, connections, and followers! It’s like having a special key that only you control. No one can sell your information or take away your followers because you’re the one in charge.

And let’s not forget about the exciting micropayments called “zaps” using Bitcoin! Imagine if you could send a little thank-you to someone for a great story or a beautiful photo, right there in the moment. It’s like tossing a coin into a fountain to show your appreciation, but digital and instant!

And here’s a side note: with the rise of AI, people can create even more amazing things, like art or stories, and share them freely through NOSTR. There’s no one to censor or control what you create, so everyone can express themselves fully.

As more and more people flock to NOSTR, the other villages start to lose their users. They realize they need to adapt or risk fading away. Some leaders begin to think about integrating NOSTR into their own platforms, but there’s a catch: they have to rethink their entire profit model first. This leads to a battle of ideas, as they struggle to find a way to keep their users while also embracing the freedom that NOSTR offers.

In the end, while the centralized parks are dark and oppressive, ruled by leaders who are pressured by the government to control every word and image, NOSTR allows all the villages to connect freely. It’s a place where everyone can share their voices without fear, a world of endless possibilities where creativity thrives, and you truly own your data and connections!

@ 90c656ff:9383fd4e

Bitcoin mining is a crucial process for the operation and security of the network. It plays an important role in validating transactions and generating new bitcoins, ensuring the integrity of the blockchain or timechain-based system. This process involves solving complex mathematical calculations and requires significant computational power. Additionally, mining has economic, environmental, and technological effects that must be carefully analyzed.

Bitcoin mining is the procedure through which new units of the currency are created and added to the network. It is also responsible for verifying and recording transactions on the blockchain or timechain. This system was designed to be decentralized, eliminating the need for a central authority to control issuance or validate operations.

Participants in the process, called miners, compete to solve difficult mathematical problems. Whoever finds the solution first earns the right to add a new block to the blockchain or timechain and receives a reward in bitcoins, along with the transaction fees included in that block. This mechanism is known as Proof of Work (PoW).

The mining process is highly technical and follows a series of steps:

Transaction grouping: Transactions sent by users are collected into a pending block that awaits validation.

Solving mathematical problems: Miners must find a specific number, called a nonce, which, when combined with the block’s data, generates a cryptographic hash that meets certain required conditions. This process involves trial and error and consumes a great deal of computational power.

Block validation: When a miner finds the correct solution, the block is validated and added to the blockchain or timechain. All network nodes verify the block’s authenticity before accepting it.

Reward: The winning miner receives a bitcoin reward, in addition to the fees paid for the transactions included in the block. This reward decreases over time in an event called halving, which happens approximately every four years.

Bitcoin mining has a significant economic impact, as it creates income opportunities for individuals and companies. It also drives the development of new technologies such as specialized processors (ASICs) and modern cooling systems.

Moreover, mining supports financial inclusion by maintaining a decentralized network, enabling fast and secure global transactions. In regions with unstable economies, Bitcoin provides a viable alternative for value preservation and financial transfers.

Despite its economic benefits, Bitcoin mining is often criticized for its environmental impact. The proof-of-work process consumes large amounts of electricity, especially in areas where the energy grid relies on fossil fuels.

It’s estimated that Bitcoin mining uses as much energy as some entire countries, raising concerns about its sustainability. However, there are ongoing efforts to reduce these impacts, such as the increasing use of renewable energy sources and the exploration of alternative systems like Proof of Stake (PoS) in other decentralized networks.

Mining also faces challenges related to scalability and the concentration of computational power. Large companies and mining pools dominate the sector, which can affect the network’s decentralization.

Another challenge is the growing complexity of the mathematical problems, which requires more advanced hardware and consumes more energy over time. To address these issues, researchers are studying solutions that optimize resource use and keep the network sustainable in the long term.

In summary, Bitcoin mining is an essential process for maintaining the network and creating new units of the currency. It ensures security, transparency, and decentralization, supporting the operation of the blockchain or timechain.

However, mining also brings challenges such as high energy consumption and the concentration of resources in large pools. Even so, the pursuit of sustainable solutions and technological innovations points to a promising future, where Bitcoin continues to play a central role in the digital economy.

Thank you very much for reading this far. I hope everything is well with you, and sending a big hug from your favorite Bitcoiner maximalist from Madeira. Long live freedom!

@ a30cdfee:2d2f97ff

Understanding UTXO Consolidation for Bitcoin Users

Bitcoin blockchain fees are currently low, so it's time to get familiar with UTXO consolidation!

What is UTXO consolidation and why should you care?

Many Small UTXOs Can Incur High Transaction Fees in the Future

If you've been dollar-cost averaging small chunks of bitcoin to a self-custody wallet, you might have a lot of small-value UTXOs (Unspent Transaction Outputs) in your wallet.

When transaction fees will rise again, spending these UTXOs can incur hundreds or even thousands of dollars in transaction fees!

When you transact in Bitcoin, fees paid to miners are determined by the network demand, and how much data the transaction requires to be sent.

The Bitcoin network is designed to handle only a limited amount of data every 10 minutes on average in order to keep the data on the blockchain small enough for average users to run nodes and audit the blockchain.

The trade-off is high transaction fees during high network demand.

You can always set a lower fee for your transaction, but then you will often have to wait longer for your transaction to be included on the blockchain.

The total fee for a transaction is calculated by multiplying the transaction size with the fluctuating fee rate.

The fee rate is measured in satoshis per virtual byte (sat/vByte).

A good website to familiarize yourself with the current Bitcoin fees is Mempool.space.

You can learn more about it in this post: https://stacker.news/items/657963

The transaction size increases the more UTXOs it has.

The monetary value of BTC being spent doesn't have an effect on the transaction fee.

You can send $50 or $1 billion worth of BTC with the same transaction fee.

What Is an UTXO?

Your bitcoin balance consists of UTXOs.

When you receive BTC, you receive a single UTXO.

The more often you receive, the more UTXOs you will accumulate.

When you're sending BTC, your wallet software picks UTXOs from your wallet and sends them to the receiver.

Your wallet might have to pick many different UTXOs.

If the BTC amount of your UTXOs exceeds the amount you're sending, you will receive a new UTXO as "change".

Conceptually, UTXOs are very similar to physical cash.

You can think of UTXOs in your Bitcoin wallet as different denominations of a currency, e.g. $10 bill, $20 bill etc.

Except that Bitcoin doesn't have specific denominations: a Bitcoin UTXO can be of any amount!

The balance of your Bitcoin wallet is the sum value of all your UTXOs in that wallet.

UTXO is like a bill in your Bitcoin wallet that hasn't been spent yet.

When your wallet has to pick many UTXOs to make a transaction, the network fees you pay will be higher.

You can think of it as sending someone $1000 in coins vs. sending $1000 in hundred dollar bills.

Coins will weigh more and their postage costs will be higher.

Bitcoin wallets automatically select the lowest number of UTXOs to minimize transaction fees, and some have coin control features that let you select UTXOs manually.

A recommended wallet for desktop is Sparrow Wallet.

Sparrow also works with the most popular hardware wallets.

You can learn more about Sparrow in this Twitter thread I wrote in September 2023.

How to Consolidate UTXOs?

You're just selecting UTXOs of small monetary value and sending them to yourself when fees are low, and you will receive one UTXO with a larger monetary value.

Here it can be demonstrated with some testnet coins on Sparrow Wallet.

The process is exactly same with real BTC.

In the "UTXOs" tab, you select the UTXOs you want to consolidate, and proceed to "Send Selected".

On the "Pay to" field there's a dropdown that automatically chooses a new Bitcoin address in the same Sparrow Wallet that you own (it's labelled as a "consolidation" address).

Alternatively, you can copy/paste any address there.

If you want to verify that you really own the address, you can go to the "Addresses" tab, find the address in question and sign a message with it.

If you're e.g. using a hardware wallet like Coldcard or Trezor, the signing device's firmware will at this point verify that it manages the address.

It's important to label your UTXOs, so you will know in the future what UTXOs to spend and in what situations.

Labels are only for your own reference.

Do it.. your future self will thank you!

You can see the flow of UTXOs on Sparrow.

Two small UTXOs turn into one (minus the miner fee).

It's a bit like exchanging small coins to larger bills!

When you go back to the "UTXOs" tab, you can see that you now only have one larger UTXO, but the same amount of BTC (minus the miner fee).

Mempool.space gives you nice visualizations for UTXO consolidation.

In this transaction, 4 UTXOs were consolidated into one (minus the miner fee).

Since Bitcoin is digital gold, UTXO consolidation is like melting small gold coins into one gold bar!

UTXO Consolidation Reduces Privacy

A major trade-off with consolidating UTXOs relates to privacy.

People who sent you the small UTXOs you want to consolidate can follow the movement of those UTXOs and link them to your now larger UTXO balance.

It's not an absolute proof that you own those UTXOs (you could be sending them to someone else!), but it might be a strong indication.

It's always the best practice to assume that whoever sent you those original UTXOs is watching and knows that you own all that bitcoin.

Also, there are privacy concerns if you spend after consolidating.

If you spend from a large UTXO (let's say 1 BTC), and buy something worth $50 (0.0008 BTC) with it, the receiver can see that you will get a change and are the owner of an UTXO of 0.9992 BTC.

"Dust" UTXOs

When you have smaller UTXOs, they might become economically infeasible to spend in a high fee environment (fee higher than the monetary value of the UTXO).

It's hard to know exactly what the future fee market will look like, but it can be assumed that the Bitcoin blockspace will be in high demand and the fees will rise.

Here's a good article by Unchained about unspendable "dust" UTXOs.

Jameson Lopp has created a useful tool called "Economically Unspendable Bitcoin UTXO Calculator" that can be used to project transaction fees in different fee environments with different address types.

To Consolidate or Not?

It depends on your personal preferences and how you're intending to spend your bitcoin in the future.

It's good to strive for a balance, taking into consideration the future fee market and the privacy concerns, and still remember that it's better to have spendable UTXOs that have lost some privacy than unspendable private UTXOs.

Never consolidate KYC coins with non-KYC coins!

The consensus among Bitcoiners is to avoid dust UTXOs as much as possible, and try to keep your UTXOs at 1 million sats minimum (0.01 BTC and around $600 in August 2024's prices).

It's been estimated that this threshold would secure your UTXOs being spendable even in a prolonged high-fee environment.

If you're ever in an emergency and need to spend your bitcoin, it's good to know that you will not spend most of your coins on fees!

Some recommend striving for even larger UTXOs, like 10 million sats (0.1 BTC) in case Bitcoin becomes a world reserve currency or hits mass adoption.

UTXO consolidation is extremely important for Bitcoiners with many small value UTXOs (e.g. Bitcoiners in Global South that have been saving $10 per week in BTC on-chain to self-custody wallets).

If fees go high, a Bitcoin UTXO worth $10 might become unspendable.

If you're mostly a hodler and you've been buying BTC in large purchases at a time, you generally don't have to worry too much about UTXO consolidation.

Send Small UTXOs to the Lighting Network for Spending!

Instead of consolidating UTXOs to an on-chain address, you can also open Lightning Network channels with them or send them to a Lightning wallet for easier spending.

Lightning Network also adds a layer of privacy to the UTXOs.

If you're buying bitcoin through an exchange, it might make sense to accumulate a large enough UTXO before you move the funds to self-custody.

Or you can use e.g. Liquid Network @liquid as an intermediary layer for storing coins in self-custody.

As a federated sidechain, Liquid has its own trade-offs.

You can learn more about Liquid in this Twitter thread I wrote in February 2024.

UTXO consolidation reduces the number of UTXOs in the network, which makes it easier to run a full Bitcoin node.

So consolidation has benefits to the network as well!

It can also streamline your own wallet experience.

Signing data-heavy transactions can be a burden to older hardware wallets that might even crash in the process!

What's your strategy for UTXO consolidation?

What's the ideal size of an UTXO in your opinion?

Additional Resources

https://www.youtube.com/watch?v=Mqe0QCxjKpI @BTCsessions

https://www.youtube.com/watch?v=krrUQGMKhPo

What is ‘UTXO consolidation’ and how can it help me reduce transaction fees?

How to Manage Bitcoin UTXOs and Save on Transaction Fees

originally posted at https://stacker.news/items/664880

@ 700c6cbf:a92816fd

Technically speaking, I should say blooms because not all of my pictures are of flowers, a lot of them, probably most, are blooming trees - but who cares, right?

It is that time of the year that every timeline on every social media is being flooded by blooms. At least in the Northern Hemisphere. I thought that this year, I wouldn't partake in it but - here I am, I just can't resist the lure of blooms when I'm out walking the neighborhood.

Spring has sprung - aaaachoo, sorry, allergies suck! - and the blooms are beautiful.

Yesterday, we had the warmest day of the year to-date. I went for an early morning walk before breakfast. Beautiful blue skies, no clouds, sunshine and a breeze. Most people turned on their aircons. We did not. We are rebels - hah!

We also had breakfast on the deck which I really enjoy during the weekend. Later I had my first session of the year painting on the deck while listening/watching @thegrinder streaming. Good times.

Today, the weather changed. Last night, we had heavy thunderstorms and rain. This morning, it is overcast with the occasional sunray peaking through or, as it is right now, raindrops falling.

We'll see what the day will bring. For me, it will definitely be: Back to painting. Maybe I'll even share some here later. But for now - this is a photo post, and here are the photos. I hope you enjoy as much as I enjoyed yesterday's walk!

Cheers, OceanBee

---

!(image)[https://cdn.satellite.earth/cc3fb0fa757c88a6a89823585badf7d67e32dee72b6d4de5dff58acd06d0aa36.jpg] !(image)[https://cdn.satellite.earth/7fe93c27c3bf858202185cb7f42b294b152013ba3c859544950e6c1932ede4d3.jpg] !(image)[https://cdn.satellite.earth/6cbd9fba435dbe3e6732d9a5d1f5ff0403935a4ac9d0d83f6e1d729985220e87.jpg] !(image)[https://cdn.satellite.earth/df94d95381f058860392737d71c62cd9689c45b2ace1c8fc29d108625aabf5d5.jpg] !(image)[https://cdn.satellite.earth/e483e65c3ee451977277e0cfa891ec6b93b39c7c4ea843329db7354fba255e64.jpg] !(image)[https://cdn.satellite.earth/a98fe8e1e0577e3f8218af31f2499c3390ba04dced14c2ae13f7d7435b4000d7.jpg] !(image)[https://cdn.satellite.earth/d83b01915a23eb95c3d12c644713ac47233ce6e022c5df1eeba5ff8952b99d67.jpg] !(image)[https://cdn.satellite.earth/9ee3256882e363680d8ea9bb6ed3baa5979c950cdb6e62b9850a4baea46721f3.jpg] !(image)[https://cdn.satellite.earth/201a036d52f37390d11b76101862a082febb869c8d0e58d6aafe93c72919f578.jpg] !(image)[https://cdn.satellite.earth/cd516d89591a4cf474689b4eb6a67db842991c4bf5987c219fb9083f741ce871.jpg]

@ 35f3a26c:92ddf231

The italian press ilPost stated that Pavel Durov is out, a bale of 5 million Euros, can't leave the country and has to go to a police station twice a week...

The known 12 charges leaked apparently are correct.

Link in Italian: https://www.ilpost.it/2024/08/28/pavel-durov-liberta-vigilata-francia/

telegram

pavel

originally posted at https://stacker.news/items/664822

@ 90c656ff:9383fd4e

Blockchain or timechain is a new technology that has changed the way data and transactions are recorded and stored. Its decentralized and highly secure structure provides transparency and trust, making it a widely used system for digital operations. This technology is essential for creating financial systems and digital records that cannot be altered.

What is blockchain or timechain? Blockchain or timechain is essentially a distributed digital ledger designed to record transactions in a sequential and unchangeable manner. It is made up of blocks linked in a chain, each containing a set of information such as transactions, timestamps, and a unique identifier called a hash.

These blocks are organized in chronological order, ensuring the integrity of records over time. The term timechain, used synonymously, emphasizes this temporal aspect of the system, where each block is linked to the previous one, forming a chain of events that cannot be tampered with.

The validation of blocks in blockchain or timechain is carried out through a process called mining. Network participants, known as miners, use powerful computers to solve complex mathematical problems. This process, known as proof of work, is necessary to validate transactions and add a new block to the chain.

Each block contains:

Verified Transactions – A set of operations approved by the network.

Previous Block Hash – A unique code that connects the new block to the previous one, ensuring continuity and security.

Nonce – A number used in the mining process to generate the block's hash.

Once a block is validated, it is permanently added to the blockchain or timechain, and all nodes (participating computers) in the network update their copies of this ledger.

One of the main benefits of blockchain or timechain is the security provided by its decentralized model. Unlike traditional systems that rely on central servers, it distributes its data across thousands of computers around the world.

Immutability is guaranteed by cryptographic techniques and the chained structure of blocks. Any attempt to alter a block would require modifying all subsequent blocks, which is virtually impossible due to the massive computational power required.

Additionally, the use of cryptographic algorithms makes the system resistant to fraud and manipulation. This model enables trust, even in environments without intermediaries or central authorities.

Blockchain or timechain is transparent, as anyone can access the full history of transactions recorded on the network. This creates a system that is auditable and reliable.

However, the privacy of participants is protected, since transactions are recorded through anonymous digital addresses without revealing personal identities. This balance between transparency and privacy makes the system secure and flexible.

The use of blockchain or timechain goes beyond financial transactions. It is useful in areas such as smart contracts, asset registration, supply chains, and online voting. Its ability to create permanent and verifiable records enables innovative solutions across various industries.

For example, in product tracking systems, blockchain or timechain ensures data authenticity by recording each stage of the production and distribution process. This reduces fraud and increases operational efficiency.

Advantages and Challenges Among the main advantages of blockchain or timechain, we can highlight:

Decentralization – Elimination of intermediaries, reducing costs and increasing efficiency.

Security – Protection against fraud and digital attacks.

Transparency – Public and verifiable record of all transactions.

Immutability – Assurance that data cannot be modified after being recorded.

However, there are still challenges to be addressed, such as scalability, as the continuous growth of the network may require greater storage and processing capacity. Additionally, regulatory issues and widespread adoption demand ongoing improvements.

In summary, blockchain or timechain is an innovative technology that changes the way data and transactions are stored, ensuring security, transparency, and efficiency. Its decentralization removes the dependency on intermediaries, making it a trustworthy and tamper-resistant system.

Despite technical and regulatory challenges, blockchain or timechain continues to evolve, demonstrating its potential in various areas beyond the financial sector. Its promise of transparency and immutability is already shaping the future of digital systems, establishing itself as a fundamental base for the modern economy and digital trust.

Thank you very much for reading this far. I hope everything is well with you, and sending a big hug from your favorite Bitcoiner maximalist from Madeira. Long live freedom!

@ b83a28b7:35919450

Join nostr:npub1tvqc82mv8cezhax5r34n4muc2c4pgjz8kaye2smj032nngg52clq0rkrq4 and me for episode 76 of nostr:npub14kw5ygpl6fyqagh9cnrytyaqyacg46lzkq42vz7hk8txdk49kzxs04j7y0 this Friday, August 30th at 3pm ET (UTC -4)

Our guest this week is nostr:npub1xv8mzscll8vvy5rsdw7dcqtd2j268a6yupr6gzqh86f2ulhy9kkqmclk3x from nostr:npub1getal6ykt05fsz5nqu4uld09nfj3y3qxmv8crys4aeut53unfvlqr80nfm who joins us to provide the lowdown on the recently launched Alby Hub

You don't want to miss this one!

Set your blockclocks!

https://nostrnests.com/

[This is our first show announcement made from a long-form client, in keeping with QW and my #otherstuffchallenge]

@ a29cfc65:484fac9c

Bei einer Führung durch den Naumburger Dom sprach der Domführer über Propaganda im Mittelalter. Die gefühlvollen Gesichtsausdrücke der steinernen Stifterfiguren rund um die berühmte Uta sollten das Volk beeinflussen. Darüber haben wir auf der Heimfahrt nach Leipzig philosophiert und fanden den Denkansatz spannend. Denn auch wenn es damals nicht Propaganda hieß, so gab es doch Interessen der Mächtigen, die sie gegenüber dem Volk durchsetzten. Sie bedienten sich dabei der damals verfügbaren „Medien“, zu denen die Kirche gehörte, wo sich das Volk zum Gottesdienst traf.

Kulturelle Identität Europas

Mitteldeutschland ist ein Zentrum mittelalterlicher Baukunst. Der Naumburger Dom St. Peter und Paul wurde auf den Grundmauern einer noch älteren Kirche im 13. Jahrhundert gebaut. Er ist weltweit einzigartig in seiner Architektur, Bildhauerkunst und Glasmalerei. Seit 2018 ist er Unesco-Weltkulturerbe. Die Stadt Naumburg hatte einst die gleiche Bedeutung wie Merseburg, Magdeburg oder Leipzig. Der Dom – von der Spätromanik bis in die Frühgotik unter Leitung eines heute unbekannten Bildhauerarchitekten errichtet – gilt als Meisterwerk menschlicher Schöpferkraft und Handwerkskunst. Die naturwissenschaftlich-physikalischen Kenntnisse der Menschen waren offensichtlich enorm. Sie verfügten über das Wissen zur Planung und über entsprechende Werk- und Hebezeuge, um solche Bauwerke in relativ kurzer Zeit errichten zu können.

Im Westchor des Doms befinden sich mit den zwölf lebensgroßen Stifterfiguren die bekanntesten Kunstwerke des Doms, unter ihnen Uta von Ballenstedt. Sie soll Walt Disney als Quelle für die schöne und sehr stolze Königin im Zeichentrickfilm Schneewittchen gedient haben. Das Besondere und Neue an den steinernen Stifterfiguren war ihre realitätsnahe Darstellung, die sie lebendig und ausdrucksstark wirken lässt. Sie sind ein Höhepunkt in der Steinmetzkunst der damaligen Zeit. Die Figuren wurden, obschon die dargestellten Personen bereits mehr als 200 Jahre tot waren, mit charakteristischen Gesichtsausdrücken dargestellt: Uta schaut schön und stolz in die Ferne, ihr Gatte Ekkehard wirkt etwas hochmütig. Gegenüber steht die lachende Reglindis neben ihrem wehmütig-leidend blickenden Mann Hermann von Meißen.

Der Domführer sagte, dass die Gesichtsausdrücke menschliche Verhaltensweisen darstellen, die bei den Kirchenbesuchern unerwünscht waren. Wir hätten es hier mit einer sehr frühen Form der Propaganda zu tun. Die katholische Kirche war Vorreiter in Sachen Propaganda. Sie hat etwa 400 Jahre später, im Jahr 1622, mit der Sacra Congregatio de Propaganda Fide ein Amt gegründet, das den „richtigen“ Glauben in die Welt tragen sollte, und erst 1967 umbenannt wurde. Aber ihre gesellschaftlich führende Position hatte damals auch eine positive Seite: Den Kirchen und Klöstern haben wir den Erhalt und die Weitergabe antiken Wissens zu verdanken. Europa konnte sich trotz der politischen Zersplitterung seine kulturelle Identität erhalten. Zum Beispiel lässt sich das Wirken des namenlosen Domschöpfers anhand der Bau- und Kunstwerke quer durch Europa von Nordfrankreich über Mainz nach Naumburg und Meißen nachvollziehen. Aus der weiteren Entwicklung von Kunst und Kultur in Europa entstand in der Renaissance die Philosophie des Humanismus und später daraus die Aufklärung mit ihrer Wirkung auf Literatur und Wissenschaft. Ziel war dabei immer eine Stärkung des Gemeinwesens.

Transhumanismus zerstört Gemeinschaften

Heute scheinen wir uns allerdings an einer Bruchstelle der gesellschaftlichen Entwicklung zu befinden. Die Kirchen spielen in unserer Gesellschaft kaum noch eine Rolle. Weder bringen sie sich in ethische Diskussionen hörbar ein, noch tragen sie die Entwicklung von Kunst und Kultur sichtbar voran. Ihre Rolle im Bereich Propaganda haben längst Zeitungen und Zeitschriften, Rundfunk und Fernsehen übernommen. Diese Medien haben eine größere Reichweite, und die psychologische Beeinflussung ist umfassender. Nach dem Zweiten Weltkrieg wurde die Manipulation der Massen stark intensiviert und nahm nach dem Zusammenbruch der Sowjetunion noch weiter an Fahrt auf. Der Liberalismus konnte auf allen Gebieten seinen Siegeszug antreten, stellte das Individuum in den Mittelpunkt und erhob den Markt zur heiligen Kuh. Im Laufe der Zeit wurden die humanistischen Ideen der Aufklärung in ihr Gegenteil verkehrt. Der Mensch wurde als fehlerhaftes Wesen identifiziert, in die Vereinzelung getrieben, bevormundet und gegängelt – angeblich, damit er sich nicht selbst schadet. Zur psychologischen Beeinflussung kommen die neuen technischen Möglichkeiten aus Bio-Nano-Neuro-Wissenschaften und Digitalisierung. Der Transhumanismus wurde als neues Ziel für die Menschheit ausgerufen. Der Einzelne soll biologisch und technisch perfektioniert werden. Gemeinschaften – von der Familie angefangen – treibt das in die Bedeutungslosigkeit. Es besteht die Gefahr, dass persönliche Integrität und Privatsphäre durch Eingriffe in Körper- und Geistesfunktionen verletzt werden. Eine neue Aufklärung ist nötig. Denn sehr viel von dem über die Jahrhunderte erlangten Wissen ging schon verloren oder ist nur noch versteckt in den Bibliotheken und Archiven der Kirchen zu finden. Die Besinnung auf die vergessenen beziehungsweise verdrängten Grundlagen und Ideale der Aufklärung kann diese Entwicklung abwenden. Die Kulturschätze Mitteleuropas vermitteln in ihrer Schönheit und Vollkommenheit die Ruhe und die zeitlichen und räumlichen Dimensionen, die wir brauchen, wenn wir über die Frage nachdenken, wie wir in Zukunft leben wollen.

Die Rolle der neuen Medien für die zukünftige Entwicklung

Von den Alt-Medien ist in dieser Hinsicht nichts zu erwarten. Sie werden finanziert und sind unterwandert von den Kräften, die transhumanistische Entwicklungen vorantreiben. Die „neue Aufklärung“ ist ein lohnenswertes Ziel für die neuen Medien. Diese lassen sich jedoch noch zu sehr von den aktuellen Themen der Alt-Medien treiben. Der Angst-Propaganda begegnen sie mit – Ängsten, wenn auch anders ausgerichtet. Einige reiten die Empörungswelle in Gegenrichtung zu den Alt-Medien. Manche Betreiber von „alternativen“ Finanz- und Wirtschaftskanälen wollen ihre eigenen marktgläubigen Produkte an den Mann bringen. Stattdessen sollten in den neuen Medien positive Nachrichten verbreitet und eigene Themenfelder eröffnet werden, denen sich die Alt-Medien verweigern:

· der Mensch und seine Bildung zur souveränen, selbständig denkenden und handelnden Persönlichkeit,

· die Entwicklung des eigenen Bewusstseins, um der Fremdbestimmung zu entkommen und zu Wahrhaftigkeit, Authentizität und Menschlichkeit zu gelangen,

· die Entwicklung des Gemeinwohls,

· die Frage, wie wir neue Gemeinschaften bis hin zu autarken Gemeinden gründen können – wichtiger, je mehr das gesellschaftliche System um uns herum zusammenbricht.

Direkt sichtbar ist der letzte Punkt am Niedergang der Architektur und am Zustand der Innenstädte: Die reich dekorierten Gebäude der Gründerzeit wurden nach ihrer Zerstörung im Zweiten Weltkrieg durch gleichförmig rechteckige Gebäude aus Beton und Glas ersetzt. Dazu kamen die in allen Städten austauschbar gleichen Ladenzeilen und in den letzten Jahren Dreck und Schmierereien, die nicht mehr weggeräumt werden.

Die gesellschaftlichen Verwerfungen der Corona-Zeit führten bei vielen Menschen zum Innehalten und Nachdenken über Sinn und Ziele ihres Lebens. So entstanden einige Pilotprojekte, zum Beispiel in den Bereichen Landwirtschaft, Gesundheitswesen und Bildung. Diese auf die Zukunft gerichteten Themen könnten in den neuen Medien umfangreicher vorgestellt und diskutiert werden. Manova setzt schon solche Schwerpunkte mit „The Great WeSet“ von Walter van Rossum sowie mit den Kategorien „Zukunft & Neue Wege“ sowie „Aufwind“. Der Kontrafunk hat Formate entwickelt, die das Gemeinwohl stärker in den Fokus setzen wie etwa die Kultur- und Wissenschaftsrubrik. Nuoviso hat einen eigenen Songcontest ins Leben gerufen. Neben der inhaltlichen Ausrichtung auf eine lebenswerte Zukunft gilt es auch, die technologische Basis der neuen Medien zukunftsfest zu machen und sich der digitalen Zensur zu entziehen. Milosz Matuschek geht mit dem Pareto-Projekt neue Wege. Es könnte zur unzensierbaren Plattform der neuen Medien werden. Denn wie er sagt: Man baut sein neues Haus doch auch nicht auf dem Boden, der einem anderen gehört.

@ 502ab02a:a2860397

วันอาทิตย์ เพื่อนใหม่เยอะพอสมควร น่าจะพอที่จะแนะนำให้รู้จัก โรงบ่มสุขภาพ ขอเล่าผ่านเพลง "บ่ม" เพื่อรวบบทความ #ตัวหนังสือมีเสียง ไว้ด้วยเลยแล้วกันครับ

โรงบ่มสุขภาพ Healthy Hut - โรงบ่มสุขภาพ คือการรวมตัวกันของบุคลากรที่มี content และ ความเชี่ยวชาญ ด้านต่างๆ ทำกิจกรรมหลากหลายรูปแบบ ตั้งแต่แคมป์สุขภาพ พักผ่อนกายใจเรียนรู้การปรับสมดุลร่างกาย, การเรียนรู้พื้นฐาน Nutrition ต่างๆ ลองดูผลงานได้ในเพจครับ และโรงบ่มฯ ก็จะยังคงมีกิจกรรมให้ทุกคนได้เข้าร่วมอยู่เสมอ ดังนั้นไปกดไลค์เพจไว้เพื่อไม่ให้พลาดข้าวสาร เอ้ย ข่าวสาร

โรงบ่มฯนั้น ประกอบด้วย 👨🏻‍⚕️พี่หมอป๊อบ DietDoctor Thailand ที่เรารู้จักกันดี อาจารย์ของพวกเรา 🏋🏻‍♀️ 🏅พี่หนึ่ง จาก หนึ่งคีโตแด๊ดดี้ มาเป็น Nueng The One ผมอุปโลกให้ก่อนเลยว่า คนไทยคนแรกที่ทำเนื้อหาการกินคีโต เป็นภาษาไทย แบบมีบันทึกสาธารณะให้ตามศึกษา 👨🏻‍⚕️หมอเอก หมออ้วนในดงลดน้ำหนัก กับหลักการใช้ชีวิตแบบ IFF สาย Fasting ที่ย้ำว่าหัวใจอีกห้องของ Fasting คือ Feeding กระดุมเม็ดแรกของการฟาส ที่คนมักลืม 🧘🏻‍♀️ครูบอม เทพโยคะอีกท่านนึงของไทย กับศาสตร์โยคะ Anusara Yoga หนึ่งเดียวในไทย 🧗‍♂️โค้ชแมท สารานุกรมสุขภาพที่มีชีวิต นิ่งแต่คมกริบ ถ้าเป็นเกมส์ก็สาย สไนเปอร์ ยิงน้อยแต่ Head Shot 🧔🏻แอ๊ดหนวด ฉายา Salt Daddy เจ้าแห่งเกลือแร่ ประจำกลุ่ม IF-Mix Fasting Diet Thailand (Keto # Low Carb # Plant Base # High Fat) 👭👩🏻‍🤝‍👨🏼👩🏻‍🤝‍👨🏼 รวมถึงทีมงาน กัลยาณมิตรสุขภาพ ที่มีความรู้ในด้านสุขภาพและมากประสบการณ์ 🧑🏻‍🍳 ผมและตำรับเอ๋เองก็ยินดีมากๆที่ได้ร่วมทีมสุขภาพนี้กับเขาด้วย

จะเห็นได้ว่า แต่ละท่านในโรงบ่มฯ นั้นหล่อหลอมมาจากความต่างเสียด้วยซ้ำไป ตั้งแต่เริ่มก่อร่างโรงบ่ม เราก็ตั้งไว้แล้วว่า ชีวะ ควรมีความหลากหลาย การวางพื้นฐานสุขภาพควรมาจาก "แต่ละคน" ไม่ใช่ one size fit all บันทึกกิจกรรมโรงบ่มผมมีโพสไว้ https://www.facebook.com/share/p/19DUibHrbw/

นั่นเป็นเหตุผลที่ผมเกิดแรงบันดาลใจในการทำเพลง "บ่ม" ขึ้นมาเพื่อเป็น Theme Song ครับ แก่นของเพลงนี้มีไม่กี่อย่างครับ ผมเริ่มคิดจากคำว่า "ความต่าง" เพราะไม่ว่าจะกี่ปีกี่ชาติ วงการสุขภาพ ก็จะมีแนวความคิดประเภท ฉันถูกเธอผิด อยู่ตลอดเวลาเพราะมันเป็นธรรมชาติมนุษย์ครับ มนุษย์เราทุกคนมีอีโก้ การยอมรับในความต่าง การหลอมรวมความต่าง ผมคิดว่ามันเป็นการ "บ่ม" ให้สุกงอมได้

เวลาที่เนื้อหาแบบนี้ ผมก็อดคิดถึงวงที่ผมรักเสมอไม่ได้เลย นั่นคือ เฉลียง แม้ความสามารถจะห่างไกลกันลิบลับ แต่ผมก็อยากทำสไตล์เฉลียงกับเขาบ้างครั้งหนึ่งหรือหลายๆครั้งในชีวิต จึงเลือกแนวเพลงออกมาทาง แจ๊ส สวิง มีเครื่องเป่า คาริเนต เป็นตัวเด่น

ท่อนแรกของเพลงจึงเริ่มด้วย "ต่างทั้งความคิด ต่างทั้งความฝัน ต่างเผ่าต่างพันธุ์ จะต่างกันแค่ไหน หนึ่งเมล็ด จากหลากผล แต่ละคน ก็ปนไป แล้วเพราะเหตุใด ใยต้องไปแค่ทางเดียว" เพื่อปูให้คนฟังเริ่มเปิดรับว่า สิ่งที่ต้องการจะสื่อต่อไปคืออะไร

ส่วนคำย้ำนั้นผมแตกมาจาก คำสอนของพระพุทธเจ้า เกี่ยวกับ "คิดเห็นเป็นไป" ซึ่งจริงๆผมเขียนไว้ในโพสนึงแต่ตอนนั้นยังไม่ได้ทำคอลัมน์ #ตัวหนังสือมีเสียง ขอไม่เขียนซ้ำ อ่านได้ที่นี่ครับ https://www.facebook.com/share/p/18tFCFaRLn/ ท่อนที่ว่าจึงเขียนไว้ว่า "บ่มบ่ม... บ่มให้คิด บ่มบ่ม...บ่มให้เห็น บ่มบ่ม...บ่มให้เป็น บ่มบ่ม...บ่มให้ไป ไปเป็น ตัวของตัวเอง" ใช้ความซน สไตล์ rock&roll ผสมแจ๊สนิด ที่เขามักเล่นร้องโต้กับคอรัส นึกถึงยุคทีวีขาวดำ 5555

เนื้อร้องท่อนนี้ เป็นการบอกว่า โรงบ่มคืออะไรทำอะไร เพราะโรงบ่ม เราไม่ได้รักษา เราไม่ได้บังคับไดเอทว่าต้องใช้อะไร เราเปิดตาให้มอง เปิดหูให้ฟัง เปิดปากให้ถาม ถึงธรรมชาติในตัวเรา แล้วบ่มออกไปให้เบ่งบานในเส้นทางของแต่ละคนครับ

แล้วผมก็พยายามอีกครั้งที่จะสื่อถึงการยอมรับความต่าง ให้ติดหูเอาไว้ โดยเฉพาะคำที่ผมพูดบ่อยมากๆ "ชีวะ คือชีวิต" จนมาเป็นท่อน bridge นี้ครับ "อะไรที่ไม่คล้าย นั้นใช่ไม่ดี เพราะชีวะ ก็คือชีวี บ่มให้ดี จะมีความงาม ตามที่ควรเห็น ตามที่ควรเป็น"

เพลงนี้สามารถฟังตัวเต็มได้ทุกแพลทฟอร์มเพลงทั้ง youtube music, spotify, apple music, แผ่นเสียง tiktok ⌨️ แค่ค้นชื่อ "Heretong Teera Siri" ครับ

📺 youtube link นี้ https://youtu.be/BvIsTAsG00E?si=MzA-WfCTNQnWy6b1 📻 Spotify link นี้ https://open.spotify.com/album/08HydgrXmUAew6dgXIDNTf?si=7flQOqDAQbGe2bC0hx3T2A

ความลับคือ จริงๆแล้วเพลงนี้มี 3 version ถ้ากดใน spotify แล้วจะเห็นทั้งอัลบั้มครับ

📀เนื้อเพลง "บ่ม"📀 song by : HereTong Teera Siri ต่างทั้งความคิด ต่างทั้งความฝัน ต่างเผ่าต่างพันธุ์ จะต่างกันแค่ไหน

หนึ่งเมล็ด จากหลากผล แต่ละคน ก็ปนไป แล้วเพราะเหตุใด ใยต้องไปแค่ทางเดียว

บ่มบ่ม... บ่มให้คิด บ่มบ่ม...บ่มให้เห็น บ่มบ่ม...บ่มให้เป็น บ่มบ่ม...บ่มให้ไป ไปเป็น ตัวของตัวเอง

ต่างทั้งลองลิ้ม ต่างทั้งรับรู้ ต่างที่มุมดู ก็ถมไป หนึ่งชีวิต มีความหมาย ที่หลากหลาย ไม่คล้ายกัน แล้วเพราะเหตุใด ใยต้องเป็นเช่นทุกคน

บ่มบ่ม... บ่มให้คิด บ่มบ่ม...บ่มให้เห็น บ่มบ่ม...บ่มให้เป็น บ่มบ่ม...บ่มให้ไป ไปตาม ทางที่เลือกเดิน

เพราะชีวิต คือความหลากหลาย เพราะโลกนี้ ไม่เคยห่างหาย อะไรที่ไม่คล้าย นั้นใช่ไม่ดี เพราะชีวะ ก็คือชีวี บ่มให้ดี จะมีความงาม ตามที่ควรเห็น ตามที่ควรเป็น

บ่มบ่ม... บ่มให้คิด บ่มบ่ม...บ่มให้เห็น บ่มบ่ม...บ่มให้เป็น บ่มบ่ม...บ่มให้ไป ไปตาม ทางที่เลือกเดิน

เพราะชีวะ ก็คือชีวี บ่มให้ดี จะมีความงาม ตามที่ควรเห็น ตามที่ควรเป็น บ่มให้เธอชื่น บ่มให้เธอชม ชีวิตรื่นรมย์ ได้สมใจ บ่มให้ยั่งยืน

ตัวหนังสือมีเสียง #pirateketo

โรงบ่มสุขภาพ #siamstr

@ a5ee4475:2ca75401

lists #descentralismo #compilation #english

*Some of these lists are still being updated, so the latest versions of them will only be visible in Amethyst.

nostr:naddr1qq245dz5tqe8w46swpphgmr4f3047s6629t45qg4waehxw309aex2mrp0yhxgctdw4eju6t09upzpf0wg36k3g3hygndv3cp8f2j284v0hfh4dqgqjj3yxnreck2w4qpqvzqqqr4guxde6sl

---

nostr:nevent1qqsxdpwadkswdrc602m6qdhyq7n33lf3wpjtdjq2adkw4y3h38mjcrqpr9mhxue69uhkxmmzwfskvatdvyhxxmmd9aex2mrp0ypzpf0wg36k3g3hygndv3cp8f2j284v0hfh4dqgqjj3yxnreck2w4qpqvzqqqqqqysn06gs

---

nostr:nevent1qqs0swpxdqfknups697205qg5mpw2e370g5vet07gkexe9n0k05h5qspz4mhxue69uhhyetvv9ujumn0wd68ytnzvuhsyg99aez8269zxu3zd4j8qya92fg7437ax745pqz22ys6v08zef65qypsgqqqqqqshr37wh

---

Markdown Uses for Some Clients

nostr:nevent1qqsv54qfgtme38r2tl9v6ghwfj09gdjukealstkzc77mwujr56tgfwsppemhxue69uhkummn9ekx7mp0qgsq37tg2603tu0cqdrxs30e2n5t8p87uenf4fvfepdcvr7nllje5zgrqsqqqqqpkdvta4

---

Other Links

nostr:nevent1qqsrm6ywny5r7ajakpppp0lt525n0s33x6tyn6pz0n8ws8k2tqpqracpzpmhxue69uhkummnw3ezumt0d5hsygp6e5ns0nv3dun430jky25y4pku6ylz68rz6zs7khv29q6rj5peespsgqqqqqqsmfwa78

@ 02526939:3e88afa2

• Pharmacotherapeutic category:

21 Million Bitcoins approx.

• Therapeutic indication:

The administration of Orange Pill approx. 21 million. it is absolutely recommended if you suffer from the inflationary financial system in which we are immersed, especially in young people.

• Contraindications:

Side effects from the administration of Orange Pill approx. 21 million. they can be various: Obsession with libertarian economic themes. Incessant study of the economic and social paradigms described by the Austrian school. Probable disgust towards the innocent employee of the municipal registry office, caused by the natural obsession with anti-statist political themes. Deepening of the political theory of Libertarianism, often resulting in anarcho-capitalism, agorism and the like. Reckless accumulation of texts and writings by authors such as Rothbard, von Hayek, von Mises etc. Sudden and absolute interest in red meat, tobacco and alcohol, but only of extremely high quality. But not always: in some patients a diametrically opposite effect has been observed: adoption of third world theories, fight for LGBT+ and minority rights in general, Birkenstock sandals and radical-chic attitudes. These behaviors, in total contrast to the classic libertarian theories of which those who take Orange Pill approximately 21 million are usually victims, are currently the subject of study and research. Also because libertarian theories, as the name itself specifies, leave total freedom to the individual to express himself as he prefers following the principle of non-aggression. Sudden interest in the armed defense of private property. Visible decay in the way one dresses and takes care of one's physical appearance. To give an example: the rag scene. Fantozzi who, having finished reading Marx's Capital, with unkempt hair, wool sweater and red scarf, stands up banging his fists on the table exclaiming: "they have always lied to us!". You will start to look at others differently. Once upon a time you too were like this. They don't know that Halving is coming soon. They don't know that the generational opportunity train is passing by and they will miss it. Suddenly every room you enter will be filled with completely ignorant norms: They don't know that the United States is printing money uncontrollably by recklessly raising the debt ceiling. The money in your pocket is losing value with every passing second! But how can you be so happy? Stop laughing and partying! We must destroy the state and create a civil society based on a healthy non-inflationable currency!

• Administration:

Anyone can prescribe Orange Pill 21 million approx. The advice is to contact your trusted advisor. Possibility of free administration to friends, relatives and acquaintances, aware that the reaction could be one of repudiation, disgust and denial. High probability of seeing yourself disinherited by your parents, convinced that you are even worse than those who gamble.

• Dosage:

Free, at will. The more you take, the further you enter the rabbit hole, the harder it will be to get out.

• Pregnancy and breastfeeding:

Highly recommended for pregnant women and new mothers. Infants and children under four years of age: Administration to infants and children under four years of age is highly recommended. It is never too early to become a sovereign individual.

• Overdose:

There is no limit to the intake of Orange Pill 21 million approx.

• Reporting side effects:

Any unwanted effects will be noticed from the tweets that will be published on X following the administration of Orange Pill 21 million approximately.

• Benefits:

After taking Orange Pill 21 million approximately, the overall vision will appear in all its clarity. The total revulsion towards the transfer of money in exchange for goods and services. Every expense will appear stupid and unmotivated. In some cases subject to in-depth studies, a tendency has been noted to want to spend Bitcoin to demonstrate its characteristic as a p2p currency. Savings: the time you dedicate to an activity will have a completely different meaning. Your mind will make an immediate switch from a consumer economy like the one in which we are immersed, to a savings economy, where every expense will be considered and weighed. Your time horizon will rise exponentially. Time: it will take on a completely different value. You will begin to monetize it in a currency that protects against inflation and does not subtract value from your work. You will start saving in Bitcoin, which you will jealously guard in cold storage. You will understand how the fiat system is supported by a bureaucratization created specifically to discourage every entrepreneurial initiative in the bud, nipping it under tons of rules, regulations and paperwork and instilling fear, doubts and perplexity in the entrepreneur. The Work: You will begin to transfer every aspect of Bitcoin into your work. The entrepreneurial spirit will pervade your body, you will immediately benefit in carrying out daily tasks. After a period of administration, you will try to contribute to the Bitcoin cause, taking advantage of it to collect some satoshis of your own. Only then will you understand the difference between good money and bad money. The difference between carrying out a work task in fiat mode and carrying it out in Bitcoin mode will clearly show the philosophy behind this cryptographic protocol. Separating the sound coin from the rotten one will become an automatic exercise in every moment of your life. Your assets: as already written in the Savings section, your lifestyle will unconsciously shift from a consumer economy towards a savings one. Spending money on clothing and short-lived items will seem silly to you. You will treat your items much better by replacing them only once they become unusable. And even then, after having repaired and treated them with care, you will try to find an alternative use for them. Throwing them in the garbage will only be a last resort. Bitcoin is circular economy, savings and ecology. Your hardware: You'll look at your PCs, your phones, even your refrigerator and oven, thinking about ways to make money from their work. Probably, one way or another, they will become Bitcoin nodes to be photographed and posted on X. Your general interests: You'll start to notice things you didn't notice before. The intrusion of economics and politics into every aspect of common life, such as culture, science and school. You will begin to think about your life and the lives of those around you. Your interests will change until they align with the new theory you are embracing. You'll think about Bitcoin all day, but you'll never think about its price in terms of vulgar fiat money. If you've reached that point, the price will just be a breeze that tickles you and goes away. The motto "If you don't believe me or don't understand, I don't have time to try to convince you, I'm sorry" will mark your days. As mentioned above, your time will suddenly become too precious to try to empty the sea with a bucket. Time is always a gentleman.

• License holder:

Nobody. Bitcoin is completely transparent open source software. Today, Bitcoin is constantly updated by the best computer developers in the world.

• Producer:

Satoshi Nakamoto is the material author of the software. His creation, Bitcoin, is just the culmination of decades of cypherpunk thinking.

@ 9ca0bd74:4052340b

I don't think clients should assume everyone or most people are joining from bitcointwitter, although that does seem to be the case, it further cements the silo.

I think they do this perhaps unintentionally, perhaps slightly intentionally to retain those users. You see this assumption in user recommendations at onboarding and sidebars of highlighted notes. It screams "hello, bitcointwitter expat, look we have that Natalie Brunel here, and Carla, look Jimmy Song is here... everyone you love is here!" Which imo is totally alienating to anyone outside of this very specific bubble (and even some inside that bubble who are on bitcointwitter but have follows outside of that bubble too).

https://image.nostr.build/5d3af6ea8dc9473a1180c597f69aa90ae5409ca495c69d7e8bad13e6bc100213.jpg

You also see this in responses to the problem people raise of not finding content. The tired response of 'just follow more people' you see in #introductions too. This might be fine if you're coming from bitcointwitter (maybe you want to see a dozen more posts per second of people saying 'stack sats and stay humble' and an ai image of a robot holding a bitcoin, I don't know). But this doesn't help someone looking for other topics. Twitter is bigger than bitcointwitter. People interested in topiary can find that content on twitter, or Herefordshire folklore, an expert in eel migration, or a cultural commentator, or their favourite ayahuasca enema philosopher etc etc. They can find that on wider twitter. No amount of following numbers will help that on nostr. It's not here.... yet. Perhaps recommendations of topic hashtags to follow at the onboarding stage, or RSS feed accounts... or just acknowledging it's not here. I think it's fine to acknowledge this to somehow retain at least a semblance of this not just being a bitcoin telegram group for bitcointourettes.

https://image.nostr.build/53edfb0524086d3a8f5bf8dffe60de177f7436b6eb18c0fed97cffd7e025d228.jpg