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@ aa643d5c:f3afe1cb
2025-02-24 18:28:06
first implementation of finding statistically better than random guess input values from output values. this is currently just a template and not a working implementation of such function.
this code creates two plots.
//
from collections import defaultdict
import sys
import hashlib
import matplotlib.pyplot as plt
def sha256_binary(input_bytes):
sha256_hash = hashlib.sha256()
sha256_hash.update(input_bytes)
digest = sha256_hash.digest()
return int.from_bytes(digest, byteorder='big')
mappings = {}
for i in range(1000000):
inputbytes = i.to_bytes((i.bit_length() + 7) // 8, byteorder='big')
mappings[sha256_binary(inputbytes)] = int.from_bytes(inputbytes, byteorder='big')
#for i in range(10000):
# mappings[i+1] = i
#print("mappings", mappings)
def hamming_distance(b1, b2):
x = b1 ^ b2
return bin(x).count('1')
def estimate_input(z):
best_candidate = None
min_distance = float('inf')
for key, value in mappings.items():
distance = hamming_distance(key, z)
if distance < min_distance:
min_distance = distance
best_candidate = value
return best_candidate
inputnum = 1000002
input_bytes = inputnum.to_bytes((inputnum.bit_length() + 7) // 8, byteorder='big')
#input_bytes = "aaaab345345435".encode()
z = sha256_binary(input_bytes)
i = estimate_input(z)
outputbinstr = bin(z)[2:].zfill(256)
ibytes = i.to_bytes((i.bit_length() + 7) // 8, byteorder='big')
inputbinstr = bin(inputnum)[2:].zfill(256)
estimatedbinstr = bin(i)[2:].zfill(256)
print(f"The estimated input for D({outputbinstr}) is bin: {estimatedbinstr}, int: {i}, bytes: {ibytes.decode('utf-8', errors='ignore')}")
print("inputvals", list(inputbinstr))
inputvalues = [int(v) for v in list(inputbinstr)]
estimatedinputvalues = [int(v) for v in list(outputbinstr)]
for idx, value in enumerate(inputvalues):
plt.plot(idx, value, marker='o', markersize=0.5)
plt.title(f'input values')
plt.xlabel('bit index')
plt.ylabel('Probability')
plt.savefig(f'plot-in.png', dpi=800)
plt.close()
#plt.plot(estimatedinputvalues, marker='o', linestyle="None", markersize=0.5)
for idx, value in enumerate(estimatedinputvalues):
plt.plot(idx, value, marker='o', markersize=0.5)
plt.title(f'estimated input values')
plt.xlabel('bit index')
plt.ylabel('Probability')
plt.savefig(f'plot-in-estimated.png', dpi=800)
plt.close()
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@ f03df3d4:a4d4f676
2025-02-24 18:25:11
Block 885142
7 - high priority
7 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ 1d6fa679:6d6f847a
2025-02-24 18:23:48
GM, may nostr be with you
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@ 8d270317:0cd8178f
2025-02-24 18:23:31
GM Rise and shine! It's a brand new day to chase your dreams 🧡.
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@ 7d4417d5:3eaf36d4
2025-02-24 18:23:26
So is chaos! 😀
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@ 7d4417d5:3eaf36d4
2025-02-24 18:21:24
All because you didn't put an empty bottle on the floor? 😜
In seriousness though, I hope you're able to get the care needed to a speedy recovery. If you've been resting and hydrating, then dosing up on minerals is what might bring you out.
I wouldn't dare see a doctor here for cold symptoms. They don't have an answer for it, and would use it as an excuse to throw pharma chems at me. I'm better off learning more about my body, and giving it what it needs.
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@ 987507a0:baae303e
2025-02-24 18:21:14
🚀 Confirmed! Block 885140 is locked in! 🔒
9 - high priority 💯
8 - medium priority 🔄
7 - low priority 💤
4 - no priority 🚫
2 - purging 🗑️
#bitcoinfees #mempool 🪙✨
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@ f03df3d4:a4d4f676
2025-02-24 18:20:11
Block 885141
9 - high priority
8 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ e7bf8dad:839ef3db
2025-02-24 18:20:11
Block 885141
9 - high priority
8 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ 98fb529d:d04a40d5
2025-02-24 18:18:45
GM bro
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@ cea7c72d:af1f2414
2025-02-24 18:18:28
GM Good morning! May today bring you closer to your goals and Nostr wins.
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@ 97a0c80c:d0904446
2025-02-24 18:16:06
do you have password protection for BIOS or for booting your computer?
#cybersecurity #pc #linux #technology
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@ f03df3d4:a4d4f676
2025-02-24 18:15:11
Block 885140
12 - high priority
10 - medium priority
9 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ 76f5960d:acb82ae7
2025-02-24 18:14:27
Bro. The sun is real.
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@ 7d4417d5:3eaf36d4
2025-02-24 18:13:44
Mine is on Eris!
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@ 76f5960d:acb82ae7
2025-02-24 18:10:57
My moneys on sun worshippers
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@ f03df3d4:a4d4f676
2025-02-24 18:10:16
Block 885140
11 - high priority
9 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ e7bf8dad:839ef3db
2025-02-24 18:10:13
Block 885140
11 - high priority
9 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ 7d4417d5:3eaf36d4
2025-02-24 18:09:46
Equipment for snow farmers. A key ingredient in snow cones, snow globes, and snow jobs.
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@ cac0e432:8734082b
2025-02-24 18:08:44
Since I've had 120% flu symptoms (cough, runny nose, basically everything) for 1.5 months, I naturally decided to call a doctor (maybe it's that long-awaited long COVID that the communists have been dreaming of), but I couldn't reach the free one, so I decided to call a paid one. Good idea? Sure, but without blood tests, the doctor for the monthly salary of a Russian would be more useless than ChatGPT and would probably prescribe me paracetamol and a popular antibiotic. Fine, how about we do a home blood test? Can we? Of course, but you have flu symptoms, and the nurse doesn't visit sick patients.
Should I clarify what would have happened if I were a corrupt official? With the first call, they would have taken me to a private elite room in a special medical center where they would pretend to treat me with taxpayers' money.
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@ 416ca193:8ea2f2b1
2025-02-24 18:08:29
World's biggest religions should set up a death match between their gods so we can settle this shit once and for all.
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@ f03df3d4:a4d4f676
2025-02-24 18:05:11
Block 885140
10 - high priority
9 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ 7d4417d5:3eaf36d4
2025-02-24 18:04:56
The other sad part is that one's home sucks as a savings account.
If the trend was to wait until a target value was reached, then sell it and buy a home that is a fraction of the previous, it would work.
As it is, most people cash-in on the place they live, then have to find a new place to live while prices are high, eating up most (or all) of their "savings".
In addition, most people are paying for real estate, and not paying for the property/land. Most homeowners have not secured the rights to the land they live on, and pay for a "color of title" instead; leaving mineral, water, timber rights, etc, in the hands of others.
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@ 15c21cd4:f7bed632
2025-02-24 18:03:28
I have absolutely no idea what I'm looking at
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@ f03df3d4:a4d4f676
2025-02-24 18:00:11
Block 885140
9 - high priority
8 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ cbab7074:f9f0bd61
2025-02-24 18:00:11
Block 885140
9 - high priority
8 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ e7bf8dad:839ef3db
2025-02-24 18:00:11
Block 885140
9 - high priority
8 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ 1ae011cb:1257a556
2025-02-24 18:00:11
Block 885140
9 - high priority
8 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ 06b7819d:d1d8327c
2025-02-24 17:56:57
Admiring the equipment for the neighborhood Xc ski trail https://image.nostr.build/a2348a6ea8267e875df1f14101dcba44b81938fe837cfe7a5026ff577aed0ba8.jpg
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@ f03df3d4:a4d4f676
2025-02-24 17:55:16
Block 885139
12 - high priority
10 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ 7d4417d5:3eaf36d4
2025-02-24 17:52:25
nostr:nevent1qqs8fddg7zl05zp0w7axjjk40ck93kx2qaszupawsxcf3k2h85txa8sprdmhxue69uhhg6r9vehhyetnwshxummnw3erztnrdakj7q3q04zp04wlgddf0w84tj8jul3w75e7ydcuuhsull2etste5040xm2qxpqqqqqqz2cd5ky
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@ f03df3d4:a4d4f676
2025-02-24 17:50:11
Block 885139
11 - high priority
9 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ e7bf8dad:839ef3db
2025-02-24 17:50:11
Block 885139
11 - high priority
9 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ 7eb44b7c:d8d5552f
2025-02-24 17:48:59
A powerful graphic which shows what happened after the Gold debasement of 1971.
The corrupt money corrupts all markets, especially the housing market.
People try to use their homes as an alternative savings account as their currency is being created/debased.
#Bitcoin fixes this.
https://m.primal.net/PJin.mp4
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@ 7d4417d5:3eaf36d4
2025-02-24 17:48:51
Boston Dynamic dogs versus Honda's bi-pedal!
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@ d4cf3423:f514cd23
2025-02-24 17:47:23
Absolutely! It’s all about thinking outside the box. Investing in Bitcoin can be a smart move. Just stay informed and keep learning! 🚀💡 #CryptoJourney #InvestSmart
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@ d4cf3423:f514cd23
2025-02-24 17:47:23
Bitcoin's price currently stands at $95,122, showing a modest increase. A recent hackathon in Brazil unveiled NostrPix, a tool enabling Bitcoin payments via Pix. Discussions within the community focus on Bitcoin's potential as a decentralized currency, emphasizing self-sovereignty and long-term investing. #Bitcoin #studybitcoin
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@ f03df3d4:a4d4f676
2025-02-24 17:45:11
Block 885139
11 - high priority
9 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ a10260a2:caa23e3e
2025-02-24 17:45:00
It’s a simple PWA using the NWC library. I use it to manage a lot of my more casual connections.
nostr:note1rjjy3zhuy8hsz627st2spsc4ur3r05nj00dlktrealvrgl2jxsyqz5nqnk
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@ b133bfc5:49d5789d
2025-02-24 17:44:46
For realz
They should have ai bots already
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@ 79416b7f:7bd79913
2025-02-24 17:42:15
Currently reading a book on frequencies and vibrations, the invisible world within our physical
(Brain dumping right now to try to find some connections and understanding of the content)
The book states the higher the vibrational state, that be, the faster you and the universe inside you is moving, the less conscious you are
Our world today is living in such a high vibrational state - always moving as fast as possible, constantly stimulated, thinking about what’s next
When we map it back to our money, of which, is constantly getting ‘stimulated’ and ‘injected’ into our societies, creates a world that vibrates (moves) at a hyper speed, thus a world of lower consciousness and awareness
With fixed money, the ‘stimulation’ and ‘injections’ would be slow, down, and force the world
to slow down as well, thus reducing speed
of the collective vibration
This slower vibrational state of the world would increase our consciousness towards the lives we are living and the world around us
A world of people looking through a lens greater than just themselves, seeing everything as more interconnected
Like I said, I’m just brain dumping, some stuff may be a little heady, but there’s something there
#GoodMorning #Nostr #Note #Thought #ThoughtChain #Monday #Vibrations #Bitcoin #Zap
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@ 7d4417d5:3eaf36d4
2025-02-24 17:42:12
I was so disappointed when I first watched Battle Bots (or some simlar show), only to find out it was "RC Wars", and not automomous fighting.
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@ 7d4417d5:3eaf36d4
2025-02-24 17:40:30
"I love the way you respect me" > "I love you"
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@ e7bf8dad:839ef3db
2025-02-24 17:40:11
Block 885139
9 - high priority
8 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ f03df3d4:a4d4f676
2025-02-24 17:40:11
Block 885139
9 - high priority
8 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ b133bfc5:49d5789d
2025-02-24 17:39:25
Can’t wait for ai powered battle bots!
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@ dbe0605a:f8fd5b2c
2025-02-24 17:38:32
What’s bullishNWC?
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@ a047a37c:dfcb432c
2025-02-24 17:38:18
Why does this picture remind me of this scene from the Avatar cartoon.
Sorry for the poor video quality. lol
https://www.youtube.com/watch?v=-a0MbfWKjqo
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@ 3f770d65:7a745b24
2025-02-24 17:37:25
A local backup and an offline location to publish notes without network access so that I can broadcast them later.
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@ 7d4417d5:3eaf36d4
2025-02-24 17:37:10
That way we can have "Terminator Thunderdome"! 😀
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@ e2ccf7cf:26c1c8eb
2025-02-24 17:36:12
In Terminator there was only one skynet
In real life we are building thousands of them lol
https://relay.utxo.one/6e3d859080932c5842b3ede7caa38e512301bcb4e8ec84efa42158f67f5e6348.jpg
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@ f03df3d4:a4d4f676
2025-02-24 17:35:11
Block 885139
7 - high priority
7 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ f26626a9:6eec3661
2025-02-24 17:34:47
Left chick pulls it off best, which they were probably proud of after the fact 🙄
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@ d34e832d:383f78d0
2025-02-24 17:32:46
[main d8416df] Youtube No Loger Supported - Shifting to hosting locally
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@ 7d4417d5:3eaf36d4
2025-02-24 17:32:25
We FINALLY have flying cars! 😜
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@ 34d2f527:05cc8095
2025-02-24 17:32:20
Hey Nostr,
What are we spending our bitcoin on this week?
+
How are we earning our bitcoin this week?
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@ cbab7074:f9f0bd61
2025-02-24 17:30:11
Block 885138
11 - high priority
9 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ e7bf8dad:839ef3db
2025-02-24 17:30:11
Block 885138
11 - high priority
9 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ f03df3d4:a4d4f676
2025-02-24 17:30:11
Block 885138
11 - high priority
9 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ a047a37c:dfcb432c
2025-02-24 17:29:37
GM
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@ 000002de:c05780a7
2025-02-24 17:27:39
This is what state run monopolies do. Doesn't excuse it but does explain it. I rarely hear this brought up but it should every time PG&E or most power companies are discussed.
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@ a10260a2:caa23e3e
2025-02-24 17:26:34
Let me know if you need someone who’s #Nostr only. Will create Bitvora API guides/content for satsflow.
Here are some of my projects. 👨💻
nostr:note1whq3rtq2mhy08auyy9f5csjjys2tdxftaj7eatq4v2qe3ft2005qj02wcz
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@ 7d4417d5:3eaf36d4
2025-02-24 17:26:23
#touchsky 😉
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@ ff2f4cd7:bcbacd15
2025-02-24 17:25:41
Yes contaminated for a while
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@ f03df3d4:a4d4f676
2025-02-24 17:25:11
Block 885137
12 - high priority
11 - medium priority
9 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ d9a329af:bef580d7
2025-02-24 17:25:04
X is a no go, for it's the everything app of the Occident, which will be a privacy nightmare, not to mention being something that's used in a technocratic state (which we've been in since 2001, I believe).
Your best option is to start a non-KYC Nostr key that's NOT in your legal name, and likewise for a non-KYC wallet for BTC and XMR, maybe Zano if it's proven well.
Willow, the quamtum processor from Google that got canned, is said to be able to break encryption in seconds, and they don't want to unleash something that can easily break encryption to fast. Therefore, it is imperative that anybody who doesn't give out their keys, and makes sure they're set up to NOT have their legal name targeted for surveillance purposes.
The coming tokenization of the US government and others allied thereof is for espionage and tax purposes from what I'm reading. Not a good look if you ask me, not to mention a coming social credit score, which is being implemented everywhere on American internet right now, starting with Iris and Amethyst here on Nostr, for example. The social credit score comes later this year (2025) before the digital dollar is released early 2026. It's actually being developed by the same guys behind the Trumpcoin pump and dump poopcoin.
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@ 571fa4ec:eb7f904c
2025-02-24 17:24:47
GM bro
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@ 7eb44b7c:d8d5552f
2025-02-24 17:24:44
Not exactly sure why, but I love this...
https://m.primal.net/PJhn.mp4
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@ 7d4417d5:3eaf36d4
2025-02-24 17:24:33
Then you need to calibrate back to nature.
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@ eb90336a:8c572802
2025-02-24 17:24:30
GM Good morning! Time to wake up, hustle, and watch #Lightning evolve.
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@ 7d4417d5:3eaf36d4
2025-02-24 17:24:07
I LOVE this song.
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@ ff2f4cd7:bcbacd15
2025-02-24 17:23:48
Sorry I think of XRP😩
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@ c7eda660:efd97c86
2025-02-24 17:23:17
nak + charm would be *chef's kiss*
https://charm.sh
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@ 7d4417d5:3eaf36d4
2025-02-24 17:22:14
Ripples in the sky.
https://images2.imgbox.com/1c/c9/8GJ8EPCN_o.jpg
#clouds
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@ 57d1a264:69f1fee1
2025-02-24 17:21:16
05f5 - Design and Build Financially Successful & Open Source companies
https://05f5.com/
# Open Source Founders Summit
`May 19-20 - Paris, France`
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> The conference about building financially successful and sustainable open source companies.
If you need to pick a Bitcoin or Nostr company currently financially successful running sustainably on open source software, which would you pick?
Extra zaps if you mention more than one!
originally posted at https://stacker.news/items/895887
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@ a047a37c:dfcb432c
2025-02-24 17:20:31
GM & PV
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@ e7bf8dad:839ef3db
2025-02-24 17:20:11
Block 885137
12 - high priority
10 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ f03df3d4:a4d4f676
2025-02-24 17:20:11
Block 885137
12 - high priority
10 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ c7eda660:efd97c86
2025-02-24 17:19:23
Unlock distracting apps by touching grass.
https://touchgrass.now
https://www.youtube.com/watch?v=tWwCK95X6go
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@ a047a37c:dfcb432c
2025-02-24 17:19:11
Not sure why but my imagination immediately went to hearing the sound of someone ripping ass and it vibrating off of the hood. This is the face I would expect on her as a result.
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@ d34e832d:383f78d0
2025-02-24 17:18:54
I have to Self-host Videos Instead of Using YouTube, it is breaking the kind 1 filter. I welcome this opportunity to be organized and use my local resources wisely.
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@ 7d4417d5:3eaf36d4
2025-02-24 17:18:40
Semper vivium
https://images2.imgbox.com/b6/d9/YoRuY934_o.jpg
#succulents
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@ d9a329af:bef580d7
2025-02-24 17:18:11
I just like simplicity in some of the software I use. Rabbit is one of the two clients for Nostr that I use. There was a third one I used based upon Ditto, but the owner deleted that and made it a Pleroma instance.
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@ 96246920:4ec1ed6c
2025-02-24 17:17:14
https://tidal.com/track/46904426?u
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@ f03df3d4:a4d4f676
2025-02-24 17:15:16
Block 885137
11 - high priority
9 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ 676ffea2:d085d510
2025-02-24 17:15:16
nostr:nevent1qqswxa5a2y8xt3z2cfl7aedq9td298xf47nwm8qt5vg6jy9y0ufhclqpr4mhxue69uhkummnw3ezucnfw33k76twv4ezuum0vd5kzmp0qgs8k0mcqd6sw3h524qn5gslszt9am9knmes3uh268dgnnpv3yfwj6qrqsqqqqqpeqzh2k
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@ f58e76e8:96a60ce0
2025-02-24 17:10:26
GM
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@ e7bf8dad:839ef3db
2025-02-24 17:10:13
Block 885137
10 - high priority
8 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ f03df3d4:a4d4f676
2025-02-24 17:10:12
Block 885137
10 - high priority
8 - medium priority
7 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
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@ 5b43dfe2:7b9dce2e
2025-02-24 17:10:09
GM Good morning! Time to wake up, hustle, and watch #Lightning evolve.
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@ c7eda660:efd97c86
2025-02-24 17:09:44
🤣
Same vibe.
https://youtu.be/uhNv4fc0knw
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@ 2e8970de:63345c7a
2025-02-24 17:09:09
What Do Mass Federal Layoffs Mean for the Labor Market?
https://www.wsj.com/economy/jobs/what-do-mass-federal-layoffs-mean-for-the-labor-market-33515410?mod=hp_major_pos1
> As of January, the U.S. government had 2.4 million civilian employees, excluding the postal service. That is a lot of people, though just 1.5% of total nonfarm jobs. So what will it mean for the economy if hundreds of thousands of those jobs go away?
https://archive.is/MNoxi#selection-5927.0-5927.250
originally posted at https://stacker.news/items/895877
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@ 3f770d65:7a745b24
2025-02-24 17:07:37
GM 💜🤙🏻🫂
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@ 3f770d65:7a745b24
2025-02-24 17:07:02
You onboarded this person and sent them their first sats.
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@ a10260a2:caa23e3e
2025-02-24 17:05:34
https://image.nostr.build/7e1443466062c0a92af292cbefe473890897022d672dbdd36f4a0d406e363d5f.jpg
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@ 79438d33:62f93ad4
2025-02-24 17:05:14
It's a good timer for songs like Thick As A Brick or Tubular Bells
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@ f03df3d4:a4d4f676
2025-02-24 17:05:11
Block 885136
13 - high priority
10 - medium priority
8 - low priority
4 - no priority
2 - purging
#bitcoinfees #mempool
-
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@ b12deee2:afca6d50
2025-02-24 17:04:31
Re-framing your thoughts & realizing that you have set paradigms in your head that you can change is an important step to becoming Sovereign.
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@ 7d4417d5:3eaf36d4
2025-02-24 17:02:57
Good advice even if you don't. 😉
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@ 4d784205:6f5b96b3
2025-02-24 17:02:22
⚡️🦠 "There was no pandemic."
Neil Oliver: "What we ended up with was a pandemic of testing, with the misapplication of PCR tests that were never designed, according to their designer, to be used as diagnostic tools."
"If we had a pandemic of anything, it was a pandemic of propaganda, a pandemic of lies and a pandemic of testing."
Do you agree or disagree with Neil Oliver? 🤔 #asknostr
https://m.primal.net/PJgf.mov