@ 21335073:a244b1ad

Someone asked for my thoughts, so I’ll share them thoughtfully. I’m not here to dictate how to promote Nostr—I’m still learning about it myself. While I’m not new to Nostr, freedom tech is a newer space for me. I’m skilled at advocating for topics I deeply understand, but freedom tech isn’t my expertise, so take my words with a grain of salt. Nothing I say is set in stone.

Those who need Nostr the most are the ones most vulnerable to censorship on other platforms right now. Reaching them requires real-time awareness of global issues and the dynamic relationships between governments and tech providers, which can shift suddenly. Effective Nostr promoters must grasp this and adapt quickly.

The best messengers are people from or closely tied to these at-risk regions—those who truly understand the local political and cultural dynamics. They can connect with those in need when tensions rise. Ideal promoters are rational, trustworthy, passionate about Nostr, but above all, dedicated to amplifying people’s voices when it matters most.

Forget influencers, corporate-backed figures, or traditional online PR—it comes off as inauthentic, corny, desperate and forced. Nostr’s promotion should be grassroots and organic, driven by a few passionate individuals who believe in Nostr and the communities they serve.

The idea that “people won’t join Nostr due to lack of reach” is nonsense. Everyone knows X’s “reach” is mostly with bots. If humans want real conversations, Nostr is the place. X is great for propaganda, but Nostr is for the authentic voices of the people.

Those spreading Nostr must be so passionate they’re willing to onboard others, which is time-consuming but rewarding for the right person. They’ll need to make Nostr and onboarding a core part of who they are. I see no issue with that level of dedication. I’ve been known to get that way myself at times. It’s fun for some folks.

With love, I suggest not adding Bitcoin promotion with Nostr outreach. Zaps already integrate that element naturally. (Still promote within the Bitcoin ecosystem, but this is about reaching vulnerable voices who needed Nostr yesterday.)

To promote Nostr, forget conventional strategies. “Influencers” aren’t the answer. “Influencers” are not the future. A trusted local community member has real influence—reach them. Connect with people seeking Nostr’s benefits but lacking the technical language to express it. This means some in the Nostr community might need to step outside of the Bitcoin bubble, which is uncomfortable but necessary. Thank you in advance to those who are willing to do that.

I don’t know who is paid to promote Nostr, if anyone. This piece isn’t shade. But it’s exhausting to see innocent voices globally silenced on corporate platforms like X while Nostr exists. Last night, I wondered: how many more voices must be censored before the Nostr community gets uncomfortable and thinks creatively to reach the vulnerable?

A warning: the global need for censorship-resistant social media is undeniable. If Nostr doesn’t make itself known, something else will fill that void. Let’s start this conversation.

@ 52b4a076:e7fad8bd

I have been recently building NFDB, a new relay DB. This post is meant as a short overview.

Regular relays have challenges

Current relay software have significant challenges, which I have experienced when hosting Nostr.land: - Scalability is only supported by adding full replicas, which does not scale to large relays. - Most relays use slow databases and are not optimized for large scale usage. - Search is near-impossible to implement on standard relays. - Privacy features such as NIP-42 are lacking. - Regular DB maintenance tasks on normal relays require extended downtime. - Fault-tolerance is implemented, if any, using a load balancer, which is limited. - Personalization and advanced filtering is not possible. - Local caching is not supported.

NFDB: A scalable database for large relays

NFDB is a new database meant for medium-large scale relays, built on FoundationDB that provides: - Near-unlimited scalability - Extended fault tolerance - Instant loading - Better search - Better personalization - and more.

Search

NFDB has extended search capabilities including: - Semantic search: Search for meaning, not words. - Interest-based search: Highlight content you care about. - Multi-faceted queries: Easily filter by topic, author group, keywords, and more at the same time. - Wide support for event kinds, including users, articles, etc.

Personalization

NFDB allows significant personalization: - Customized algorithms: Be your own algorithm. - Spam filtering: Filter content to your WoT, and use advanced spam filters. - Topic mutes: Mute topics, not keywords. - Media filtering: With Nostr.build, you will be able to filter NSFW and other content - Low data mode: Block notes that use high amounts of cellular data. - and more

Other

NFDB has support for many other features such as: - NIP-42: Protect your privacy with private drafts and DMs - Microrelays: Easily deploy your own personal microrelay - Containers: Dedicated, fast storage for discoverability events such as relay lists

Calcite: A local microrelay database

Calcite is a lightweight, local version of NFDB that is meant for microrelays and caching, meant for thousands of personal microrelays.

Calcite HA is an additional layer that allows live migration and relay failover in under 30 seconds, providing higher availability compared to current relays with greater simplicity. Calcite HA is enabled in all Calcite deployments.

For zero-downtime, NFDB is recommended.

Noswhere SmartCache

Relays are fixed in one location, but users can be anywhere.

Noswhere SmartCache is a CDN for relays that dynamically caches data on edge servers closest to you, allowing: - Multiple regions around the world - Improved throughput and performance - Faster loading times

routerd

routerd is a custom load-balancer optimized for Nostr relays, integrated with SmartCache.

routerd is specifically integrated with NFDB and Calcite HA to provide fast failover and high performance.

Ending notes

NFDB is planned to be deployed to Nostr.land in the coming weeks.

A lot more is to come. 👀️️️️️️

@ c9badfea:610f861a

1. Install Grayjay (it's free and open source)
2. Launch the app and navigate to the Sources tab
3. Enable the desired sources (and log in if needed by tapping on the source and scrolling down to Authentication)
4. Go to Android Settings > Apps, select Grayjay, and tap Open By Default and Add Link to automatically open supported links with Grayjay
5. Enjoy

ℹ️ If you are using Obtainium to install apps, search for Grayjay on Complex Apps

@ 91bea5cd:1df4451c

O Contexto Legal Brasileiro e o Consentimento

No ordenamento jurídico brasileiro, o consentimento do ofendido pode, em certas circunstâncias, afastar a ilicitude de um ato que, sem ele, configuraria crime (como lesão corporal leve, prevista no Art. 129 do Código Penal). Contudo, o consentimento tem limites claros: não é válido para bens jurídicos indisponíveis, como a vida, e sua eficácia é questionável em casos de lesões corporais graves ou gravíssimas.

A prática de BDSM consensual situa-se em uma zona complexa. Em tese, se ambos os parceiros são adultos, capazes, e consentiram livre e informadamente nos atos praticados, sem que resultem em lesões graves permanentes ou risco de morte não consentido, não haveria crime. O desafio reside na comprovação desse consentimento, especialmente se uma das partes, posteriormente, o negar ou alegar coação.

A Lei Maria da Penha (Lei nº 11.340/2006)

A Lei Maria da Penha é um marco fundamental na proteção da mulher contra a violência doméstica e familiar. Ela estabelece mecanismos para coibir e prevenir tal violência, definindo suas formas (física, psicológica, sexual, patrimonial e moral) e prevendo medidas protetivas de urgência.

Embora essencial, a aplicação da lei em contextos de BDSM pode ser delicada. Uma alegação de violência por parte da mulher, mesmo que as lesões ou situações decorram de práticas consensuais, tende a receber atenção prioritária das autoridades, dada a presunção de vulnerabilidade estabelecida pela lei. Isso pode criar um cenário onde o parceiro masculino enfrenta dificuldades significativas em demonstrar a natureza consensual dos atos, especialmente se não houver provas robustas pré-constituídas.

Outros riscos:

Lesão corporal grave ou gravíssima (art. 129, §§ 1º e 2º, CP), não pode ser justificada pelo consentimento, podendo ensejar persecução penal.

Crimes contra a dignidade sexual (arts. 213 e seguintes do CP) são de ação pública incondicionada e independem de representação da vítima para a investigação e denúncia.

Riscos de Falsas Acusações e Alegação de Coação Futura

Os riscos para os praticantes de BDSM, especialmente para o parceiro que assume o papel dominante ou que inflige dor/restrição (frequentemente, mas não exclusivamente, o homem), podem surgir de diversas frentes:

1. Acusações Externas: Vizinhos, familiares ou amigos que desconhecem a natureza consensual do relacionamento podem interpretar sons, marcas ou comportamentos como sinais de abuso e denunciar às autoridades.
2. Alegações Futuras da Parceira: Em caso de término conturbado, vingança, arrependimento ou mudança de perspectiva, a parceira pode reinterpretar as práticas passadas como abuso e buscar reparação ou retaliação através de uma denúncia. A alegação pode ser de que o consentimento nunca existiu ou foi viciado.
3. Alegação de Coação: Uma das formas mais complexas de refutar é a alegação de que o consentimento foi obtido mediante coação (física, moral, psicológica ou econômica). A parceira pode alegar, por exemplo, que se sentia pressionada, intimidada ou dependente, e que seu "sim" não era genuíno. Provar a ausência de coação a posteriori é extremamente difícil.
4. Ingenuidade e Vulnerabilidade Masculina: Muitos homens, confiando na dinâmica consensual e na parceira, podem negligenciar a necessidade de precauções. A crença de que "isso nunca aconteceria comigo" ou a falta de conhecimento sobre as implicações legais e o peso processual de uma acusação no âmbito da Lei Maria da Penha podem deixá-los vulneráveis. A presença de marcas físicas, mesmo que consentidas, pode ser usada como evidência de agressão, invertendo o ônus da prova na prática, ainda que não na teoria jurídica.

Estratégias de Prevenção e Mitigação

Não existe um método infalível para evitar completamente o risco de uma falsa acusação, mas diversas medidas podem ser adotadas para construir um histórico de consentimento e reduzir vulnerabilidades:

1. Comunicação Explícita e Contínua: A base de qualquer prática BDSM segura é a comunicação constante. Negociar limites, desejos, palavras de segurança ("safewords") e expectativas antes, durante e depois das cenas é crucial. Manter registros dessas negociações (e-mails, mensagens, diários compartilhados) pode ser útil.

2. Documentação do Consentimento:

   • Contratos de Relacionamento/Cena: Embora a validade jurídica de "contratos BDSM" seja discutível no Brasil (não podem afastar normas de ordem pública), eles servem como forte evidência da intenção das partes, da negociação detalhada de limites e do consentimento informado. Devem ser claros, datados, assinados e, idealmente, reconhecidos em cartório (para prova de data e autenticidade das assinaturas).

   • Registros Audiovisuais: Gravar (com consentimento explícito para a gravação) discussões sobre consentimento e limites antes das cenas pode ser uma prova poderosa. Gravar as próprias cenas é mais complexo devido a questões de privacidade e potencial uso indevido, mas pode ser considerado em casos específicos, sempre com consentimento mútuo documentado para a gravação.

     Importante: a gravação deve ser com ciência da outra parte, para não configurar violação da intimidade (art. 5º, X, da Constituição Federal e art. 20 do Código Civil).

3. Testemunhas: Em alguns contextos de comunidade BDSM, a presença de terceiros de confiança durante negociações ou mesmo cenas pode servir como testemunho, embora isso possa alterar a dinâmica íntima do casal.

4. Estabelecimento Claro de Limites e Palavras de Segurança: Definir e respeitar rigorosamente os limites (o que é permitido, o que é proibido) e as palavras de segurança é fundamental. O desrespeito a uma palavra de segurança encerra o consentimento para aquele ato.
5. Avaliação Contínua do Consentimento: O consentimento não é um cheque em branco; ele deve ser entusiástico, contínuo e revogável a qualquer momento. Verificar o bem-estar do parceiro durante a cena ("check-ins") é essencial.
6. Discrição e Cuidado com Evidências Físicas: Ser discreto sobre a natureza do relacionamento pode evitar mal-entendidos externos. Após cenas que deixem marcas, é prudente que ambos os parceiros estejam cientes e de acordo, talvez documentando por fotos (com data) e uma nota sobre a consensualidade da prática que as gerou.
7. Aconselhamento Jurídico Preventivo: Consultar um advogado especializado em direito de família e criminal, com sensibilidade para dinâmicas de relacionamento alternativas, pode fornecer orientação personalizada sobre as melhores formas de documentar o consentimento e entender os riscos legais específicos.

Observações Importantes

• Nenhuma documentação substitui a necessidade de consentimento real, livre, informado e contínuo.
• A lei brasileira protege a "integridade física" e a "dignidade humana". Práticas que resultem em lesões graves ou que violem a dignidade de forma não consentida (ou com consentimento viciado) serão ilegais, independentemente de qualquer acordo prévio.
• Em caso de acusação, a existência de documentação robusta de consentimento não garante a absolvição, mas fortalece significativamente a defesa, ajudando a demonstrar a natureza consensual da relação e das práticas.

• A alegação de coação futura é particularmente difícil de prevenir apenas com documentos. Um histórico consistente de comunicação aberta (whatsapp/telegram/e-mails), respeito mútuo e ausência de dependência ou controle excessivo na relação pode ajudar a contextualizar a dinâmica como não coercitiva.

• Cuidado com Marcas Visíveis e Lesões Graves Práticas que resultam em hematomas severos ou lesões podem ser interpretadas como agressão, mesmo que consentidas. Evitar excessos protege não apenas a integridade física, mas também evita questionamentos legais futuros.

O que vem a ser consentimento viciado

No Direito, consentimento viciado é quando a pessoa concorda com algo, mas a vontade dela não é livre ou plena — ou seja, o consentimento existe formalmente, mas é defeituoso por alguma razão.

O Código Civil brasileiro (art. 138 a 165) define várias formas de vício de consentimento. As principais são:

Erro: A pessoa se engana sobre o que está consentindo. (Ex.: A pessoa acredita que vai participar de um jogo leve, mas na verdade é exposta a práticas pesadas.)

Dolo: A pessoa é enganada propositalmente para aceitar algo. (Ex.: Alguém mente sobre o que vai acontecer durante a prática.)

Coação: A pessoa é forçada ou ameaçada a consentir. (Ex.: "Se você não aceitar, eu termino com você" — pressão emocional forte pode ser vista como coação.)

Estado de perigo ou lesão: A pessoa aceita algo em situação de necessidade extrema ou abuso de sua vulnerabilidade. (Ex.: Alguém em situação emocional muito fragilizada é induzida a aceitar práticas que normalmente recusaria.)

No contexto de BDSM, isso é ainda mais delicado: Mesmo que a pessoa tenha "assinado" um contrato ou dito "sim", se depois ela alegar que seu consentimento foi dado sob medo, engano ou pressão psicológica, o consentimento pode ser considerado viciado — e, portanto, juridicamente inválido.

Isso tem duas implicações sérias:

1. O crime não se descaracteriza: Se houver vício, o consentimento é ignorado e a prática pode ser tratada como crime normal (lesão corporal, estupro, tortura, etc.).

2. A prova do consentimento precisa ser sólida: Mostrando que a pessoa estava informada, lúcida, livre e sem qualquer tipo de coação.

   Consentimento viciado é quando a pessoa concorda formalmente, mas de maneira enganada, forçada ou pressionada, tornando o consentimento inútil para efeitos jurídicos.

Conclusão

Casais que praticam BDSM consensual no Brasil navegam em um terreno que exige não apenas confiança mútua e comunicação excepcional, mas também uma consciência aguçada das complexidades legais e dos riscos de interpretações equivocadas ou acusações mal-intencionadas. Embora o BDSM seja uma expressão legítima da sexualidade humana, sua prática no Brasil exige responsabilidade redobrada. Ter provas claras de consentimento, manter a comunicação aberta e agir com prudência são formas eficazes de se proteger de falsas alegações e preservar a liberdade e a segurança de todos os envolvidos. Embora leis controversas como a Maria da Penha sejam "vitais" para a proteção contra a violência real, os praticantes de BDSM, e em particular os homens nesse contexto, devem adotar uma postura proativa e prudente para mitigar os riscos inerentes à potencial má interpretação ou instrumentalização dessas práticas e leis, garantindo que a expressão de sua consensualidade esteja resguardada na medida do possível.

---

Importante: No Brasil, mesmo com tudo isso, o Ministério Público pode denunciar por crime como lesão corporal grave, estupro ou tortura, independente de consentimento. Então a prudência nas práticas é fundamental.

Aviso Legal: Este artigo tem caráter meramente informativo e não constitui aconselhamento jurídico. As leis e interpretações podem mudar, e cada situação é única. Recomenda-se buscar orientação de um advogado qualificado para discutir casos específicos.

Se curtiu este artigo faça uma contribuição, se tiver algum ponto relevante para o artigo deixe seu comentário.

@ 7459d333:f207289b

Description: Just as Bitcoin enabled sovereignty over money, a decentralized shipping protocol would enable sovereignty over trade. An LN/Bisq inspired shipping protocol could create an unstoppable free market.

---

Bitcoin gave us monetary sovereignty, freeing us from central bank manipulation, inflation, and censorship. But there's a missing link in our freedom journey: the physical world of goods.

The Problem: Even with Bitcoin, global trade remains at the mercy of: - Arbitrary tariffs and import restrictions - Political censorship of goods - Privacy invasion of shipping information - Centralized shipping carriers

The Vision: A decentralized shipping protocol with these properties:

• "Onion-routed" packages: Each carrier only knows the previous and next hop
• Bitcoin-secured multi-sig escrow: Funds locked until package delivery confirmed
• Incentive alignment: Carriers set their own fees based on risk assessment
• Privacy tiers: Options for inspected vs. sealed packages with appropriate pricing
• End-to-end sovereignty: Sender and receiver maintain control, intermediate carriers just fulfill their role

How it could work:

1. Sender creates shipping request with package details and destination
2. Protocol finds optimal route through independent carriers
3. Each hop secured by multi-sig deposits larger than package value
4. Carriers only see next hop, not ultimate destination
5. Reputation systems and economic incentives maintain integrity

This creates a free market where any individual can participate as a carrier, earning Bitcoin for facilitating trade. Just like Lightning Network nodes, anyone can open "channels" with trusted partners.

Impact: This would enable true free market principles globally, making artificial trade barriers obsolete and empowering individuals to engage in voluntary exchange regardless of geographic or political boundaries.

There are a lot of challenges. But the first question is if this is a real problem and if its worth solving it.

What components would need development first? How would you solve the physical handoff challenges?

originally posted at https://stacker.news/items/976326

@ c9badfea:610f861a

1. Install FUTO Keyboard (it's free and open source)
2. Launch the app, tap Switch Input Methods and select FUTO Keyboard
3. For voice input, choose FUTO Keyboard (needs mic permission) and grant permission While Using The App
4. Configure keyboard layouts under Languages & Models as needed

Adding Support for Non-English Languages

Voice Input

1. Download voice input models from the FUTO Keyboard Add-Ons page
   • For languages like Chinese, German, Spanish, Russian, French, Portuguese, Korean, and Japanese, download the Multilingual-74 model
   • For other languages, download Multilingual-244
2. Open FUTO Keyboard, go to Languages & Models, and import the downloaded model under Voice Input

Dictionaries

1. Get dictionary files from AOSP Dictionaries
2. Open FUTO Keyboard, navigate to Languages & Models, and import the dictionary under Dictionary

ℹ️ When typing, tap the microphone icon to use voice input

@ 84b0c46a:417782f5

https://long-form-editor.vercel.app/

β版のため予期せぬ動作が発生する可能性があります。記事を修正する際は事前にバックアップを取ることをおすすめします

機能

• nostr:npub1sjcvg64knxkrt6ev52rywzu9uzqakgy8ehhk8yezxmpewsthst6sw3jqcw や、 nostr:nevent1qvzqqqqqqypzq4jsz7zew5j7jr4pdfxh483nwq9vyw9ph6wm706sjwrzj2we58nqqyxhwumn8ghj77tpvf6jumt9qys8wumn8ghj7un9d3shjtt2wqhxummnw3ezuamfwfjkgmn9wshx5uqpr4mhxue69uhhyetvv9ujumn0wd68ytnhd9ex2erwv46zu6nsqyxhwumn8ghj7mn0wvhxcmmvqqsgcn99jyn5tevxz5zxsrkd7h0sx8fwnqztula423xh83j9wau7cms3vg9c7 のようにnostr:要素を挿入できる

• :monoice:のようにカスタム絵文字を挿入できる(メニューの😃アイコンから←アイコン変えるかも)

:monopaca_kao:

:kubipaca_karada:

• 新規記事作成と、既存記事の修正ができる

やることやったこと

• [x] nostr:を投稿するときにtagにいれる

• [x] 画像をアップロードできるようにする できる

• [x] 投稿しましたログとかをトースト的なやつでだすようにする
• [ ] レイアウトを整える
• [ ] あとなんか

@ c1e9ab3a:9cb56b43

I. Historical Foundations of U.S. Monetary Architecture

The early monetary system of the United States was built atop inherited commodity money conventions from Europe’s maritime economies. Silver and gold coins—primarily Spanish pieces of eight, Dutch guilders, and other foreign specie—formed the basis of colonial commerce. These units were already integrated into international trade and piracy networks and functioned with natural compatibility across England, France, Spain, and Denmark. Lacking a centralized mint or formal currency, the U.S. adopted these forms de facto.

As security risks and the practical constraints of physical coinage mounted, banks emerged to warehouse specie and issue redeemable certificates. These certificates evolved into fiduciary media—claims on specie not actually in hand. Banks observed over time that substantial portions of reserves remained unclaimed for years. This enabled fractional reserve banking: issuing more claims than reserves held, so long as redemption demand stayed low. The practice was inherently unstable, prone to panics and bank runs, prompting eventual centralization through the formation of the Federal Reserve in 1913.

Following the Civil War and unstable reinstatements of gold convertibility, the U.S. sought global monetary stability. After World War II, the Bretton Woods system formalized the U.S. dollar as the global reserve currency. The dollar was nominally backed by gold, but most international dollars were held offshore and recycled into U.S. Treasuries. The Nixon Shock of 1971 eliminated the gold peg, converting the dollar into pure fiat. Yet offshore dollar demand remained, sustained by oil trade mandates and the unique role of Treasuries as global reserve assets.

II. The Structure of Fiduciary Media and Treasury Demand

Under this system, foreign trade surpluses with the U.S. generate excess dollars. These surplus dollars are parked in U.S. Treasuries, thereby recycling trade imbalances into U.S. fiscal liquidity. While technically loans to the U.S. government, these purchases act like interest-only transfers—governments receive yield, and the U.S. receives spendable liquidity without principal repayment due in the short term. Debt is perpetually rolled over, rarely extinguished.

This creates an illusion of global subsidy: U.S. deficits are financed via foreign capital inflows that, in practice, function more like financial tribute systems than conventional debt markets. The underlying asset—U.S. Treasury debt—functions as the base reserve asset of the dollar system, replacing gold in post-Bretton Woods monetary logic.

III. Emergence of Tether and the Parastatal Dollar

Tether (USDT), as a private issuer of dollar-denominated tokens, mimics key central bank behaviors while operating outside the regulatory perimeter. It mints tokens allegedly backed 1:1 by U.S. dollars or dollar-denominated securities (mostly Treasuries). These tokens circulate globally, often in jurisdictions with limited banking access, and increasingly serve as synthetic dollar substitutes.

If USDT gains dominance as the preferred medium of exchange—due to technological advantages, speed, programmability, or access—it displaces Federal Reserve Notes (FRNs) not through devaluation, but through functional obsolescence. Gresham’s Law inverts: good money (more liquid, programmable, globally transferable USDT) displaces bad (FRNs) even if both maintain a nominal 1:1 parity.

Over time, this preference translates to a systemic demand shift. Actors increasingly use Tether instead of FRNs, especially in global commerce, digital marketplaces, or decentralized finance. Tether tokens effectively become shadow base money.

IV. Interaction with Commercial Banking and Redemption Mechanics

Under traditional fractional reserve systems, commercial banks issue loans denominated in U.S. dollars, expanding the money supply. When borrowers repay loans, this destroys the created dollars and contracts monetary elasticity. If borrowers repay in USDT instead of FRNs:

• Banks receive a non-Fed liability (USDT).
• USDT is not recognized as reserve-eligible within the Federal Reserve System.
• Banks must either redeem USDT for FRNs, or demand par-value conversion from Tether to settle reserve requirements and balance their books.

This places redemption pressure on Tether and threatens its 1:1 peg under stress. If redemption latency, friction, or cost arises, USDT’s equivalence to FRNs is compromised. Conversely, if banks are permitted or compelled to hold USDT as reserve or regulatory capital, Tether becomes a de facto reserve issuer.

In this scenario, banks may begin demanding loans in USDT, mirroring borrower behavior. For this to occur sustainably, banks must secure Tether liquidity. This creates two options: - Purchase USDT from Tether or on the secondary market, collateralized by existing fiat. - Borrow USDT directly from Tether, using bank-issued debt as collateral.

The latter mirrors Federal Reserve discount window operations. Tether becomes a lender of first resort, providing monetary elasticity to the banking system by creating new tokens against promissory assets—exactly how central banks function.

V. Structural Consequences: Parallel Central Banking

If Tether begins lending to commercial banks, issuing tokens backed by bank notes or collateralized debt obligations: - Tether controls the expansion of broad money through credit issuance. - Its balance sheet mimics a central bank, with Treasuries and bank debt as assets and tokens as liabilities. - It intermediates between sovereign debt and global liquidity demand, replacing the Federal Reserve’s open market operations with its own issuance-redemption cycles.

Simultaneously, if Tether purchases U.S. Treasuries with FRNs received through token issuance, it: - Supplies the Treasury with new liquidity (via bond purchases). - Collects yield on government debt. - Issues a parallel form of U.S. dollars that never require redemption—an interest-only loan to the U.S. government from a non-sovereign entity.

In this context, Tether performs monetary functions of both a central bank and a sovereign wealth fund, without political accountability or regulatory transparency.

VI. Endgame: Institutional Inversion and Fed Redundancy

This paradigm represents an institutional inversion:

• The Federal Reserve becomes a legacy issuer.
• Tether becomes the operational base money provider in both retail and interbank contexts.
• Treasuries remain the foundational reserve asset, but access to them is mediated by a private intermediary.
• The dollar persists, but its issuer changes. The State becomes a fiscal agent of a decentralized financial ecosystem, not its monetary sovereign.

Unless the Federal Reserve reasserts control—either by absorbing Tether, outlawing its instruments, or integrating its tokens into the reserve framework—it risks becoming irrelevant in the daily function of money.

Tether, in this configuration, is no longer a derivative of the dollar—it is the dollar, just one level removed from sovereign control. The future of monetary sovereignty under such a regime is post-national and platform-mediated.

@ e3ba5e1a:5e433365

Prelude

I wrote this post differently than any of my others. It started with a discussion with AI on an OPSec-inspired review of separation of powers, and evolved into quite an exciting debate! I asked Grok to write up a summary in my overall writing style, which it got pretty well. I've decided to post it exactly as-is. Ultimately, I think there are two solid ideas driving my stance here:

1. Perfect is the enemy of the good
2. Failure is the crucible of success

Beyond that, just some hard-core belief in freedom, separation of powers, and operating from self-interest.

Intro

Alright, buckle up. I’ve been chewing on this idea for a while, and it’s time to spit it out. Let’s look at the U.S. government like I’d look at a codebase under a cybersecurity audit—OPSEC style, no fluff. Forget the endless debates about what politicians should do. That’s noise. I want to talk about what they can do, the raw powers baked into the system, and why we should stop pretending those powers are sacred. If there’s a hole, either patch it or exploit it. No half-measures. And yeah, I’m okay if the whole thing crashes a bit—failure’s a feature, not a bug.

The Filibuster: A Security Rule with No Teeth

You ever see a firewall rule that’s more theater than protection? That’s the Senate filibuster. Everyone acts like it’s this untouchable guardian of democracy, but here’s the deal: a simple majority can torch it any day. It’s not a law; it’s a Senate preference, like choosing tabs over spaces. When people call killing it the “nuclear option,” I roll my eyes. Nuclear? It’s a button labeled “press me.” If a party wants it gone, they’ll do it. So why the dance?

I say stop playing games. Get rid of the filibuster. If you’re one of those folks who thinks it’s the only thing saving us from tyranny, fine—push for a constitutional amendment to lock it in. That’s a real patch, not a Post-it note. Until then, it’s just a vulnerability begging to be exploited. Every time a party threatens to nuke it, they’re admitting it’s not essential. So let’s stop pretending and move on.

Supreme Court Packing: Because Nine’s Just a Number

Here’s another fun one: the Supreme Court. Nine justices, right? Sounds official. Except it’s not. The Constitution doesn’t say nine—it’s silent on the number. Congress could pass a law tomorrow to make it 15, 20, or 42 (hitchhiker’s reference, anyone?). Packing the court is always on the table, and both sides know it. It’s like a root exploit just sitting there, waiting for someone to log in.

So why not call the bluff? If you’re in power—say, Trump’s back in the game—say, “I’m packing the court unless we amend the Constitution to fix it at nine.” Force the issue. No more shadowboxing. And honestly? The court’s got way too much power anyway. It’s not supposed to be a super-legislature, but here we are, with justices’ ideologies driving the bus. That’s a bug, not a feature. If the court weren’t such a kingmaker, packing it wouldn’t even matter. Maybe we should be talking about clipping its wings instead of just its size.

The Executive Should Go Full Klingon

Let’s talk presidents. I’m not saying they should wear Klingon armor and start shouting “Qapla’!”—though, let’s be real, that’d be awesome. I’m saying the executive should use every scrap of power the Constitution hands them. Enforce the laws you agree with, sideline the ones you don’t. If Congress doesn’t like it, they’ve got tools: pass new laws, override vetoes, or—here’s the big one—cut the budget. That’s not chaos; that’s the system working as designed.

Right now, the real problem isn’t the president overreaching; it’s the bureaucracy. It’s like a daemon running in the background, eating CPU and ignoring the user. The president’s supposed to be the one steering, but the administrative state’s got its own agenda. Let the executive flex, push the limits, and force Congress to check it. Norms? Pfft. The Constitution’s the spec sheet—stick to it.

Let the System Crash

Here’s where I get a little spicy: I’m totally fine if the government grinds to a halt. Deadlock isn’t a disaster; it’s a feature. If the branches can’t agree, let the president veto, let Congress starve the budget, let enforcement stall. Don’t tell me about “essential services.” Nothing’s so critical it can’t take a breather. Shutdowns force everyone to the table—debate, compromise, or expose who’s dropping the ball. If the public loses trust? Good. They’ll vote out the clowns or live with the circus they elected.

Think of it like a server crash. Sometimes you need a hard reboot to clear the cruft. If voters keep picking the same bad admins, well, the country gets what it deserves. Failure’s the best teacher—way better than limping along on autopilot.

States Are the Real MVPs

If the feds fumble, states step up. Right now, states act like junior devs waiting for the lead engineer to sign off. Why? Federal money. It’s a leash, and it’s tight. Cut that cash, and states will remember they’re autonomous. Some will shine, others will tank—looking at you, California. And I’m okay with that. Let people flee to better-run states. No bailouts, no excuses. States are like competing startups: the good ones thrive, the bad ones pivot or die.

Could it get uneven? Sure. Some states might turn into sci-fi utopias while others look like a post-apocalyptic vidya game. That’s the point—competition sorts it out. Citizens can move, markets adjust, and failure’s a signal to fix your act.

Chaos Isn’t the Enemy

Yeah, this sounds messy. States ignoring federal law, external threats poking at our seams, maybe even a constitutional crisis. I’m not scared. The Supreme Court’s there to referee interstate fights, and Congress sets the rules for state-to-state play. But if it all falls apart? Still cool. States can sort it without a babysitter—it’ll be ugly, but freedom’s worth it. External enemies? They’ll either unify us or break us. If we can’t rally, we don’t deserve the win.

Centralizing power to avoid this is like rewriting your app in a single thread to prevent race conditions—sure, it’s simpler, but you’re begging for a deadlock. Decentralized chaos lets states experiment, lets people escape, lets markets breathe. States competing to cut regulations to attract businesses? That’s a race to the bottom for red tape, but a race to the top for innovation—workers might gripe, but they’ll push back, and the tension’s healthy. Bring it—let the cage match play out. The Constitution’s checks are enough if we stop coddling the system.

Why This Matters

I’m not pitching a utopia. I’m pitching a stress test. The U.S. isn’t a fragile porcelain doll; it’s a rugged piece of hardware built to take some hits. Let it fail a little—filibuster, court, feds, whatever. Patch the holes with amendments if you want, or lean into the grind. Either way, stop fearing the crash. It’s how we debug the republic.

So, what’s your take? Ready to let the system rumble, or got a better way to secure the code? Hit me up—I’m all ears.

@ c631e267:c2b78d3e

Information ohne Reflexion ist geistiger Flugsand. \ Ernst Reinhardt

Der lateinische Ausdruck «Quo vadis» als Frage nach einer Entwicklung oder Ausrichtung hat biblische Wurzeln. Er wird aber auch in unserer Alltagssprache verwendet, laut Duden meist als Ausdruck von Besorgnis oder Skepsis im Sinne von: «Wohin wird das führen?»

Der Sinn und Zweck von so mancher politischen Entscheidung erschließt sich heutzutage nicht mehr so leicht, und viele Trends können uns Sorge bereiten. Das sind einerseits sehr konkrete Themen wie die zunehmende Militarisierung und die geschichtsvergessene Kriegstreiberei in Europa, deren Feindbildpflege aktuell beim Gedenken an das Ende des Zweiten Weltkriegs beschämende Formen annimmt.

Auch das hohe Gut der Schweizer Neutralität scheint immer mehr in Gefahr. Die schleichende Bewegung der Eidgenossenschaft in Richtung NATO und damit weg von einer Vermittlerposition erhält auch durch den neuen Verteidigungsminister Anschub. Martin Pfister möchte eine stärkere Einbindung in die europäische Verteidigungsarchitektur, verwechselt bei der Argumentation jedoch Ursache und Wirkung.

Das Thema Gesundheit ist als Zugpferd für Geschäfte und Kontrolle offenbar schon zuverlässig etabliert. Die hauptsächlich privat finanzierte Weltgesundheitsorganisation (WHO) ist dabei durch ein Netzwerk von sogenannten «Collaborating Centres» sogar so weit in nationale Einrichtungen eingedrungen, dass man sich fragen kann, ob diese nicht von Genf aus gesteuert werden.

Das Schweizer Bundesamt für Gesundheit (BAG) übernimmt in dieser Funktion ebenso von der WHO definierte Aufgaben und Pflichten wie das deutsche Robert Koch-Institut (RKI). Gegen die Covid-«Impfung» für Schwangere, die das BAG empfiehlt, obwohl es fehlende wissenschaftliche Belege für deren Schutzwirkung einräumt, formiert sich im Tessin gerade Widerstand.

Unter dem Stichwort «Gesundheitssicherheit» werden uns die Bestrebungen verkauft, essenzielle Dienste mit einer biometrischen digitalen ID zu verknüpfen. Das dient dem Profit mit unseren Daten und führt im Ergebnis zum Verlust unserer demokratischen Freiheiten. Die deutsche elektronische Patientenakte (ePA) ist ein Element mit solchem Potenzial. Die Schweizer Bürger haben gerade ein Referendum gegen das revidierte E-ID-Gesetz erzwungen. In Thailand ist seit Anfang Mai für die Einreise eine «Digital Arrival Card» notwendig, die mit ihrer Gesundheitserklärung einen Impfpass «durch die Hintertür» befürchten lässt.

Der massive Blackout auf der iberischen Halbinsel hat vermehrt Fragen dazu aufgeworfen, wohin uns Klimawandel-Hysterie und «grüne» Energiepolitik führen werden. Meine Kollegin Wiltrud Schwetje ist dem nachgegangen und hat in mehreren Beiträgen darüber berichtet. Wenig überraschend führen interessante Spuren mal wieder zu internationalen Großbanken, Globalisten und zur EU-Kommission.

Zunehmend bedenklich ist aber ganz allgemein auch die manifestierte Spaltung unserer Gesellschaften. Angesichts der tiefen und sorgsam gepflegten Gräben fällt es inzwischen schwer, eine zukunftsfähige Perspektive zu erkennen. Umso begrüßenswerter sind Initiativen wie die Kölner Veranstaltungsreihe «Neue Visionen für die Zukunft». Diese möchte die Diskussionskultur reanimieren und dazu beitragen, dass Menschen wieder ohne Angst und ergebnisoffen über kontroverse Themen der Zeit sprechen.

Quo vadis – Wohin gehen wir also? Die Suche nach Orientierung in diesem vermeintlichen Chaos führt auch zur Reflexion über den eigenen Lebensweg. Das ist positiv insofern, als wir daraus Kraft schöpfen können. Ob derweil der neue Papst, dessen «Vorgänger» Petrus unsere Ausgangsfrage durch die christliche Legende zugeschrieben wird, dabei eine Rolle spielt, muss jede/r selbst wissen. Mir persönlich ist allein schon ein Führungsanspruch wie der des Petrusprimats der römisch-katholischen Kirche eher suspekt.

[Titelbild: Pixabay]

---

Dieser Beitrag wurde mit dem Pareto-Client geschrieben und ist zuerst auf Transition News erschienen.

@ d61f3bc5:0da6ef4a

I remember the first gathering of Nostr devs two years ago in Costa Rica. We were all psyched because Nostr appeared to solve the problem of self-sovereign online identity and decentralized publishing. The protocol seemed well-suited for textual content, but it wasn't really designed to handle binary files, like images or video.

The Problem

When I publish a note that contains an image link, the note itself is resilient thanks to Nostr, but if the hosting service disappears or takes my image down, my note will be broken forever. We need a way to publish binary data without relying on a single hosting provider.

We were discussing how there really was no reliable solution to this problem even outside of Nostr. Peer-to-peer attempts like IPFS simply didn't work; they were hopelessly slow and unreliable in practice. Torrents worked for popular files like movies, but couldn't be relied on for general file hosting.

Awesome Blossom

A year later, I attended the Sovereign Engineering demo day in Madeira, organized by Pablo and Gigi. Many projects were presented over a three hour demo session that day, but one really stood out for me.

Introduced by hzrd149 and Stu Bowman, Blossom blew my mind because it showed how we can solve complex problems easily by simply relying on the fact that Nostr exists. Having an open user directory, with the corresponding social graph and web of trust is an incredible building block.

Since we can easily look up any user on Nostr and read their profile metadata, we can just get them to simply tell us where their files are stored. This, combined with hash-based addressing (borrowed from IPFS), is all we need to solve our problem.

How Blossom Works

The Blossom protocol (Blobs Stored Simply on Mediaservers) is formally defined in a series of BUDs (Blossom Upgrade Documents). Yes, Blossom is the most well-branded protocol in the history of protocols. Feel free to refer to the spec for details, but I will provide a high level explanation here.

The main idea behind Blossom can be summarized in three points:

1. Users specify which media server(s) they use via their public Blossom settings published on Nostr;
2. All files are uniquely addressable via hashes;
3. If an app fails to load a file from the original URL, it simply goes to get it from the server(s) specified in the user's Blossom settings.

Just like Nostr itself, the Blossom protocol is dead-simple and it works!

Let's use this image as an example:

If you look at the URL for this image, you will notice that it looks like this:

blossom.primal.net/c1aa63f983a44185d039092912bfb7f33adcf63ed3cae371ebe6905da5f688d0.jpg

All Blossom URLs follow this format:

[server]/[file-hash].[extension]

The file hash is important because it uniquely identifies the file in question. Apps can use it to verify that the file they received is exactly the file they requested. It also gives us the ability to reliably get the same file from a different server.

Nostr users declare which media server(s) they use by publishing their Blossom settings. If I store my files on Server A, and they get removed, I can simply upload them to Server B, update my public Blossom settings, and all Blossom-capable apps will be able to find them at the new location. All my existing notes will continue to display media content without any issues.

Blossom Mirroring

Let's face it, re-uploading files to another server after they got removed from the original server is not the best user experience. Most people wouldn't have the backups of all the files, and/or the desire to do this work.

This is where Blossom's mirroring feature comes handy. In addition to the primary media server, a Blossom user can set one one or more mirror servers. Under this setup, every time a file is uploaded to the primary server the Nostr app issues a mirror request to the primary server, directing it to copy the file to all the specified mirrors. This way there is always a copy of all content on multiple servers and in case the primary becomes unavailable, Blossom-capable apps will automatically start loading from the mirror.

Mirrors are really easy to setup (you can do it in two clicks in Primal) and this arrangement ensures robust media handling without any central points of failure. Note that you can use professional media hosting services side by side with self-hosted backup servers that anyone can run at home.

Using Blossom Within Primal

Blossom is natively integrated into the entire Primal stack and enabled by default. If you are using Primal 2.2 or later, you don't need to do anything to enable Blossom, all your media uploads are blossoming already.

To enhance user privacy, all Primal apps use the "/media" endpoint per BUD-05, which strips all metadata from uploaded files before they are saved and optionally mirrored to other Blossom servers, per user settings. You can use any Blossom server as your primary media server in Primal, as well as setup any number of mirrors:

## Conclusion

For such a simple protocol, Blossom gives us three major benefits:

1. Verifiable authenticity. All Nostr notes are always signed by the note author. With Blossom, the signed note includes a unique hash for each referenced media file, making it impossible to falsify.
2. File hosting redundancy. Having multiple live copies of referenced media files (via Blossom mirroring) greatly increases the resiliency of media content published on Nostr.
3. Censorship resistance. Blossom enables us to seamlessly switch media hosting providers in case of censorship.

Thanks for reading; and enjoy! 🌸

@ bbef5093:71228592

A francia székhelyű Newcleo, az olasz dizájncég Pininfarina és az olasz hajógyártó Fincantieri bemutatták a TL-40 nevű, következő generációs, hajókra szánt nukleáris reaktor teljes méretű modelljét a 19. Velencei Építészeti Biennálén[1][2][5][6][7].

A TL-40 reaktor főbb jellemzői

• IV. generációs, ólom-hűtésű kis moduláris reaktor (SMR), amelyet nagy hajók meghajtására fejlesztettek ki[1][2][5][6].
• Kompakt, biztonságos és fenntartható: A reaktor passzív biztonsági rendszereket alkalmaz, amelyek a fizika törvényein keresztül kizárják a nukleáris balesetek lehetőségét[2][5][6].
• Nukleáris hulladék újrahasznosítása: A TL-40 képes újrafeldolgozott nukleáris hulladékot üzemanyagként használni, ezzel egyszerre járul hozzá az energiatermeléshez és a hulladékcsökkentéshez[1][2][5][6].
• Formatervezés és ipari háttér: A Pininfarina gondoskodott a dizájnról és a reaktor esztétikai megjelenéséről, míg a Fincantieri a hajógyártási tapasztalatát adta hozzá[1][2][5][6][7].
• Nyitott konfiguráció: A reaktor vázája lehetővé teszi a látogatók számára, hogy belülről is megismerjék a technológiát, interaktív módon[1][2][5].

Technológiai és környezeti jelentőség

• Dekarbonizáció: A fejlesztés célja, hogy a nukleáris energiát a hajózás szektorában is a szén-dioxid-kibocsátás csökkentésének eszközeként alkalmazzák[1][2][5][6].
• Európai hulladék hasznosítása: A jelenleg Európában tárolt nukleáris hulladék elegendő lenne a kontinens villamosenergia-igényének fedezésére évszázadokon át, ha ilyen típusú reaktorokban hasznosítanák[2][5][6].
• Kreatív szemlélet: A projekt célja a nukleáris energia társadalmi megítélésének javítása, bemutatva, hogy az lehet egyszerre biztonságos, esztétikus és fenntartható[1][5][6][7].

Együttműködés és jövőbeli tervek

• Folyamatos együttműködés: A Newcleo és a Fincantieri 2023 óta dolgoznak együtt a tengeri alkalmazások fejlesztésén[2][5][6][7].
• Kutatás-fejlesztés: A Pininfarina a Newcleo franciaországi (Chusclan) nukleáris üzemanyag kutató-fejlesztő központjának tervezésében is részt vesz[2][5][6][7].
• Első demonstrációs reaktor: A Newcleo célja, hogy 2031-re bemutassa az első demonstrációs reaktort, 2033-ra pedig kereskedelmi forgalomba hozza azt[8].
• Földi alkalmazás: A vállalat már megkezdte a földi, ólom-hűtésű LFR-AS-30 reaktor telephelyének előkészítését Franciaországban (Chinon régió)[8].
• Európai támogatás: Az LFR dizájn 2024 októberében felkerült az Európai Ipari Szövetség támogatásra javasolt SMR-listájára[8].

Idézetek a projekt vezetőitől

„Ez nem a nagyapáink reaktora. Fenntartható, előremutató technológia, amely a való világ és a klímaváltozás kihívásaira készült.”
(Stefano Buono, a Newcleo vezérigazgatója)[1][5][6][7]

„A dizájn stratégiai szerepet játszik a fenntartható energia megoldások fejlesztésében, biztosítva a társadalmi és környezeti szempontok teljes integrációját az innovációs folyamat során.”
(Silvio Angori, a Pininfarina vezérigazgatója)[6][7]

Hivatkozások: [1] newcleo, Pininfarina and Fincantieri unveil the future of clean ... https://www.maddyness.com/uk/2025/05/08/newcleo-pininfarina-and-fincantieri-unveil-the-future-of-clean-energy-at-the-venice-biennale/ [2] Newcleo, Pininfarina, and Fincantieri showcase next-generation ... https://www.shippax.com/en/news/newcleo-pininfarina-and-fincantieri-showcase-next-generation-nuclear-power-solution-for-potential-marine-applications.aspx [3] Newcleo and Fincantieri unveil lead-cooled fast nuclear reactor for ... https://www.bairdmaritime.com/shipping/newcleo-and-fincantieri-unveil-lead-cooled-fast-nuclear-reactor-for-maritime-applications [4] Fincantieri Launches Nuclear-Propulsion Study With Newcleo https://maritime-executive.com/article/fincantieri-joints-nuclear-propulsion-study-with-newcleo [5] Industry Partners Showcase Next-Gen Nuclear Reactor For https://www.marinelink.com/news/industry-partners-showcase-nextgen-525512 [6] Fincantieri, newcleo and Pininfarina reveal the look of new nuclear ... https://www.fincantieri.com/en/media/press-releases/2025/fincantieri-newcleo-pininfarina-at-the-venice-biennale/ [7] Fincantieri S p A : , newcleo and Pininfarina reveal the look of new ... https://www.marketscreener.com/quote/stock/FINCANTIERI-S-P-A-16796084/news/Fincantieri-S-p-A-newcleo-and-Pininfarina-reveal-the-look-of-new-nuclear-power-at-the-19th-Inter-49877851/ [8] Pininfarina - NucNet | Independent Nuclear News https://www.nucnet.org/news/tagged/Pininfarina [9] newcleo, Fincantieri and RINA working together on feasibility study ... https://www.rina.org/en/media/press/2023/07/25/newcleo-fincantieri-rina [10] Fincantieri, RINA team up with newcleo to test feasibility of nuclear ... https://www.offshore-energy.biz/fincantieri-rina-team-up-with-newcleo-to-test-feasibility-of-nuclear-naval-propulsion/ [11] newcleo #pininfarina #fincantieri #biennalearchitettura2025 ... https://www.linkedin.com/posts/newcleo_newcleo-pininfarina-fincantieri-activity-7295080775878647810-6i6X [12] A Fourth-Generation Reactor at the Venice Architecture Biennale https://www.theplan.it/eng/whats_on/a-reactor-fourth-generation-pininfarina-newcleo-fincantieri

@ 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

@ d41bf82f:ed90d888

บทที่ 3: ตะวันออกแห่งเอเดน (East of Eden)

บทนี้เจาะลึกต้นกำเนิดของโครงสร้างอำนาจในมนุษยชาติผ่านมุมมองเชิงประวัติศาสตร์และเศรษฐศาสตร์ โดยเฉพาะการเปลี่ยนแปลงครั้งสำคัญที่เรียกว่า การปฏิวัติเกษตรกรรม ซึ่งพลิกโฉมวิถีชีวิตมนุษย์จากการเป็นนักล่าสัตว์และเก็บของป่า มาสู่สังคมที่ตั้งถิ่นฐานถาวร สะสมทรัพย์สิน และมีแนวโน้มที่จะใช้ความรุนแรงและจัดองค์กรทางอำนาจที่ซับซ้อนมากขึ้น

การเปลี่ยนผ่านดังกล่าวสามารถเห็นภาพได้อย่างคมชัดผ่านสัญลักษณ์ในพระคัมภีร์ไบเบิล จากเรื่องราวของคาอินและอาเบล:

“และพระเจ้าตรัสกับคาอินว่า ‘อาเบล น้องชายของเจ้าอยู่ที่ไหน?’ คาอินตอบว่า ‘ข้าพระองค์ไม่ทราบ ข้าพระองค์เป็นผู้ดูแลน้องชายของข้าหรือ?’ พระเจ้าตรัสว่า ‘เจ้าทำอะไรลงไป? เสียงเลือดของน้องชายเจ้าร้องต่อเรามาจากพื้นดิน’” (ปฐมกาล 4:9-10)

นี่ไม่ใช่เพียงบทสนทนาทางศาสนา แต่สามารถตีความในเชิงสัญลักษณ์ว่าเป็นการบันทึกครั้งแรกของอาชญากรรมที่เกิดจากตรรกะของการเป็นเจ้าของและความรุนแรง คาอิน ผู้เป็น “ชาวนา” ได้สังหารน้องชายของตนเองจากแรงริษยาและการแข่งขันในบริบทของการถวายผลผลิต ความเปรียบเปรยนี้สะท้อนถึงความเปลี่ยนแปลงของตรรกะทางสังคมเมื่อมนุษย์เข้าสู่ยุคเกษตรกรรม

ในยุคก่อนเกษตรกรรม มนุษย์อยู่กันเป็นกลุ่มเล็ก ๆ พึ่งพาทรัพยากรธรรมชาติในพื้นที่กว้าง ไม่มีแรงจูงใจจะใช้ความรุนแรง เพราะไม่มีทรัพย์สินให้แย่งชิง อาหารต้องบริโภคทันที ไม่มีการสะสม ทำให้ไม่มีใครร่ำรวยหรือยากจนอย่างชัดเจน โครงสร้างสังคมจึงเท่าเทียมและร่วมมือกันได้ดี

แต่เมื่อมนุษย์เริ่มเพาะปลูกและเลี้ยงสัตว์ พื้นที่การผลิตอาหารต้องได้รับการดูแลต่อเนื่อง ทำให้ไม่สามารถอพยพหนีภัยได้ง่าย และเมื่อมีผลผลิตมากขึ้น ก็ยิ่งเป็นเป้าหมายของการปล้นสะดม ส่งผลให้กลุ่มนักรบผู้ใช้ความรุนแรงสามารถสะสมทรัพยากรและอำนาจได้มากขึ้น และบางกลุ่มก็พัฒนาเป็นรัฐ ระบบการป้องกันและการเก็บส่วยในรูปแบบของรัฐจึงค่อยๆ ก่อตัวขึ้นจากพันธมิตรระหว่างนักรบกับนักบวช

ทรัพย์สิน ส่วนตัวซึ่งไม่เคยมีความสำคัญในสังคมนักล่าสัตว์ กลายเป็นสิ่งที่จำเป็นในสังคมเกษตรกรรม เพราะไม่มีใครจะเพาะปลูกด้วยแรงงานของตนเองหากรู้ว่าจะถูกปล้นไป ความชัดเจนของกรรมสิทธิ์จึงเป็นสิ่งจำเป็น แต่ขณะเดียวกัน กลไกของความรุนแรงก็ทำให้สิทธิในทรัพย์สินตกอยู่ในความเสี่ยง ระบบของรัฐในยุคแรกจึงเป็นการผูกขาดความรุนแรงในนามของความคุ้มครอง

ในสังคมเกษตรกรรมที่ผลิตภาพต่ำ ผู้คนจำนวนมากต้องพึ่งพารูปแบบการป้องกันทางเศรษฐกิจที่เรียกว่า “หมู่บ้านปิด” ซึ่งความเสี่ยงถูกกระจายระหว่างเจ้าของที่ดินกับชาวนา โดยมีหัวหน้าหมู่บ้านเป็นตัวกลางในความสัมพันธ์ทางเศรษฐกิจ การจ่ายค่าเช่าที่ดินในรูปแบบผลผลิตแทนเงิน ช่วยให้เจ้าของที่ดินและผู้เช่าสามารถรับมือกับภัยพิบัติร่วมกันได้ในปีที่ผลผลิตตกต่ำ

พฤติกรรมหลีกเลี่ยงความเสี่ยงนี้จำกัดการเติบโตและนวัตกรรมในระบบเศรษฐกิจ เนื่องจากโอกาสในการอยู่รอดมีค่าสูงกว่าความหวังต่อความมั่งคั่ง และนำไปสู่การครอบงำของวัฒนธรรมที่กดทับพฤติกรรมแปลกแยก วัฒนธรรมจึงเป็นกลไกปรับตัวที่เหมาะสมกับความแร้นแค้น ไม่ใช่เครื่องมือในการเปิดโอกาส

ในพื้นที่ที่เกษตรกรรมมีผลิตภาพสูง เช่น กรีซโบราณ กรรมสิทธิ์ส่วนตัว การออม และการเลื่อนสถานะทางสังคมก็เริ่มปรากฏ แต่ในพื้นที่ส่วนใหญ่ของโลก ระบบศักดินาครอบงำ เพราะผลิตภาพต่ำและมีความจำเป็นต้องพึ่งพาอำนาจผูกขาดความรุนแรง

บทนี้ยังวิเคราะห์การเปลี่ยนผ่านจากยุคโรมันไปสู่ยุคกลาง โดยเฉพาะ การปฏิวัติศักดินา ราวปี ค.ศ. 1000 การล่มสลายของจักรวรรดิโรมันทำให้รัฐอ่อนแอ และเปิดโอกาสให้ชาวนารายย่อยมีอิสระมากขึ้นในยุคมืด แต่เมื่อประชากรเพิ่มขึ้น ภูมิอากาศแปรปรวน และภัยพิบัติเกิดขึ้นต่อเนื่อง ผลผลิตตกต่ำ ชาวนาไม่สามารถรักษากรรมสิทธิ์ของตนไว้ได้ ต้องมอบที่ดินให้กับผู้มีอำนาจเพื่อแลกกับความคุ้มครอง กระบวนการนี้ค่อย ๆ เปลี่ยนเจ้าของที่ดินรายย่อยให้กลายเป็นไพร่ในระบบศักดินา

กองกำลังติดอาวุธ เช่น อัศวินม้า มีบทบาทสำคัญในการรวมอำนาจ เพราะมีต้นทุนการจัดหาสูงจนชาวนาทั่วไปไม่สามารถแข่งขันได้ โบสถ์จึงเข้ามามีบทบาทในการจำกัดความรุนแรงผ่านขบวนการ สันติภาพของพระเจ้า และยังมีบทบาทในเชิงโครงสร้างอื่น ๆ เช่น การศึกษา การจัดเก็บความรู้ การพัฒนาเกษตรกรรม และการก่อสร้างโครงสร้างพื้นฐาน เช่น ถนน เขื่อน และโรงสี

ตรรกะของความรุนแรงเปลี่ยนไปอย่างสิ้นเชิงในยุคเกษตรกรรม เพราะทรัพย์สินสามารถแย่งชิงได้ มีต้นทุนในการปกป้อง และผลตอบแทนที่คุ้มต่อการลงทุนในอาวุธ ความรุนแรงจึงกลายเป็นสิ่งที่ “คุ้มค่า” ทางเศรษฐศาสตร์เป็นครั้งแรกในประวัติศาสตร์

บทสรุปของบทนี้ชี้ให้เห็นว่า การเปลี่ยนแปลงจากยุคนักล่าสัตว์มาสู่การเกษตรคือจุดเริ่มต้นของระบบอำนาจ และเสรีภาพส่วนบุคคลถูกลดทอนลงเรื่อย ๆ เพื่อตอบสนองต่อความมั่นคงของทรัพย์สิน ในแง่นี้ เรื่องราวของคาอินผู้สังหารน้องชาย ซึ่งเป็นคนเลี้ยงสัตว์ สะท้อนถึงการก้าวเข้าสู่ยุคใหม่ที่การเพาะปลูกไม่เพียงสร้างอารยธรรม แต่ยังเปิดประตูสู่ตรรกะของการใช้ความรุนแรงอย่างเป็นระบบ

สามารถไปติดตามเนื้อหาแบบ short vdo ที่สรุปประเด็นสำคัญจากแต่ละบท พร้อมกราฟิกและคำอธิบายกระชับ เข้าใจง่าย ได้ที่ TikTok ช่อง https://www.tiktok.com/@moneyment1971

@ 57d1a264:69f1fee1

Finale: once the industry-standard of music notation software, now a cautionary tale. In this video, I explore how it slowly lost its crown through decades of missed opportunities - eventually leading to creative collapse due to various bureaucratic intrigues, unforeseen technological changes and some of the jankiest UI/UX you've ever seen.

https://www.youtube.com/watch?v=Yqaon6YHzaU

originally posted at https://stacker.news/items/976219

@ d360efec:14907b5f

Disclaimer: * การวิเคราะห์นี้เป็นเพียงแนวทาง ไม่ใช่คำแนะนำในการซื้อขาย * การลงทุนมีความเสี่ยง ผู้ลงทุนควรตัดสินใจด้วยตนเอง

@ 57d1a264:69f1fee1

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For generations before generative text, writers have used the em dash to hop between thoughts, emotions, and ideas. Dickens shaped his morality tales with it, Woolf’s stream-of-consciousness flowed through it, Kerouac let it drive his jazz-like prose. Today, Sally Rooney threads it through her quiet truths of the heart.

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But this beloved punctuation mark has become a casualty of the algorithmic age. The em dash has been so widely adopted by AI-generated text that even when used by human hands, it begs the question: was this actually written or apathetically prompted?

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The battle for the soul of writing is in full swing. And the human fightback starts here. With a new punctuation mark that serves as a symbol of real pondering, genuine daydreaming, and true editorial wordsmithery. Inspired by Descartes’ belief that thinking makes us human, the am dash is a small but powerful testament that the words you’ve painstakingly and poetically pulled together are unequivocally, certifiably, and delightfully your own.

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Let's reclain writig from AI—oneam dash at time.

Download the fonts:

— Aereal https://bit.ly/3EO6fo8 — Times New Human https://bit.ly/4jQTcRS

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Learn more about the am dash

https://www.theamdash.com

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originally posted at https://stacker.news/items/976218

@ 6e0ea5d6:0327f353

Amico mio, ascolta bene!

Without hesitation, the woman you attract with lies is not truly yours. Davvero, she is the temporary property of the illusion you’ve built to seduce her. And every illusion, sooner or later, crumbles.

Weak men sell inflated versions of themselves. They talk about what they don’t have, promise what they can’t sustain, adorn their empty selves with words that are nothing more than a coat of paint. And they do this thinking that, later, they’ll be able to "show who they really are." Fatal mistake, cazzo!

The truth, amico mio, is not something that appears at the end. It is what holds up the whole beginning.

The woman who approaches a lie may smile at first — but she is smiling at the theater, not at the actor. When the curtains fall, what she will see is not a man. It will be a character tired of performing, begging for love from a self-serving audience in the front row.

That’s why I always point out that lying to win a woman’s heart is the same as sabotaging your own nature. The woman who comes through an invented version of you will be the first to leave when the veil of lies tears apart. Not out of cruelty, but out of consistency with her own interest. Fine... She didn’t leave you, but rather, that version of yourself never truly existed to be left behind.

A worthy man presents himself without deceptive adornments. And those who stay, stay because they know exactly who they are choosing as a man. That’s what differentiates forged seduction from the convenience of love built on honor, loyalty, and respect.

Ah, amico mio, I remember well. It was lunch on an autumn day in Catania. Mediterranean heat, and the Nero D'Avola wine from midday clinging to the lips like dried blood. Sitting in the shade of a lemon tree planted right by my grandfather's vineyard entrance, my uncle — the oldest of my father’s brothers — spoke little, but when he called us to sit by his side, all the nephews would quiet down to listen. And in my youth, he told me something that has never left my mind.

“In Sicily, the woman who endures the silence of a man about his business is more loyal than the one who is enchanted by speeches about what he does or how much he earns. Perchè, figlio mio, the first one has seen the truth. The second one, only a false shine.”

Thank you for reading, my friend!

If this message resonated with you, consider leaving your "🥃" as a token of appreciation.

A toast to our family!

@ 32092ec1:8e9fd13a

Bitcoin controversies are not new, in fact, bitcoin’s past has been riddled with one controversy after another. From the viewpoint of a financial investor, controversies are not good. They drive investor fear by amplifying uncertainty and introducing doubt about the future viability of the project. Although bitcoin is an investable asset, and there are certainly individuals, companies and countries who are investing in bitcoin strictly as a new, diversified financial asset that shows growth characteristics the likes of which humanity has rarely seen, bitcoin is not exclusively a financial instrument. Bitcoin is a network that is only as strong as the people running the miners who create the blocks, the nodes that propagate the blocks, and the users who hold the keys.

In this post I do not care to share my view on any of the latest bitcoin controversies, whether that be about OP_RETURNs, MSTR, Blackrock, MSTY, inscriptions, soft fork proposals, mempools, bitcoin strategic reserves, 21, chain surveillance, on-chain privacy, shitcoins projects, or anything else that anyone cares to opine about on Nostr or X to signal their support or opposition for what they think is critical to the success or failure of bitcoin. What I do care to share here is the ONLY winning strategy to defend bitcoin no matter what your opinion its future: USE THE TOOLS, RUN THE CODE, HOLD YOUR KEYS, TAKE RESPONSIBILITY.

In my humble opinion, the biggest problem with the current batch of bitcoin controversies is that so many people are sharing their opinions and expressing their fears about the future of bitcoin who are not even using the tools; they aren’t running the code, supporting the network or even holding their own keys. Everyone is free to share their opinions about the future of bitcoin and allowing everyone a voice is critical if we are serious about adopting the best ideas. Many visionaries have participated in the growth and development of bitcoin up to this point; we are truly standing on the shoulders of giants.
But before jumping to conclusions and spreading opinions about whether people are good faith or bad faith actors in the bitcoin space, I believe we should all hold ourselves to a certain standard. Set a minimum threshold of education for yourself before you jump on one side or the other of the latest controversy. We have tools that offer a level of sovereignty that is unparalleled in the legacy financial world, are you using them?

Don’t like what MSTR is doing? Hold your keys in cold storage, then share your opinion.

Think Blackrock wants to use Bitcoin to launch a dystopian new world order agenda? Tell everyone to run a node, implement on-chain privacy strategies and hold their keys in cold storage.

Are Bitcoin developers making changes you don’t like? Use an alternative implementation, get a Bitaxe and construct your own block templates; for almost everyone this will be a stronger signal than shitposting or spreading FUD on the socials.

If you really want to defend bitcoin, think about how you are using it today. Who are you trusting to put your transactions into a block? Who are you trusting to propagate your transactions across the network? Who are you trusting to hold your keys? Who estimates your transaction fees? If you don’t trust the people who you are currently depending on, move your trust elsewhere, or increase your sovereignty and rely on yourself for some, or all, of these functions.

We make bitcoin what it is today, and we will define what bitcoin will be in the future. If we want to defend bitcoin it is our responsibility to keep it as decentralized as possible and that starts with every individual using the tools, running the code, doing the research and taking responsibility for their money.

895982

@ 266815e0:6cd408a5

Its been six long months of refactoring code and building out to the applesauce packages but the app is stable enough for another release.

This update is pretty much a full rewrite of the non-visible parts of the app. all the background services were either moved out to the applesauce packages or rewritten, the result is that noStrudel is a little faster and much more consistent with connections and publishing.

New layout

The app has a new layout now, it takes advantage of the full desktop screen and looks a little better than it did before.

Removed NIP-72 communities

The NIP-72 communities are no longer part of the app, if you want to continue using them there are still a few apps that support them ( like satellite.earth ) but noStrudel won't support them going forward.

The communities where interesting but ultimately proved too have some fundamental flaws, most notably that all posts had to be approved by a moderator. There were some good ideas on how to improve it but they would have only been patches and wouldn't have fixed the underlying issues.

I wont promise to build it into noStrudel, but NIP-29 (relay based groups) look a lot more promising and already have better moderation abilities then NIP-72 communities could ever have.

Settings view

There is now a dedicated settings view, so no more hunting around for where the relays are set or trying to find how to add another account. its all in one place now

Cleaned up lists

The list views are a little cleaner now, and they have a simple edit modal

New emoji picker

Just another small improvement that makes the app feel more complete.

Experimental Wallet

There is a new "wallet" view in the app that lets you manage your NIP-60 cashu wallet. its very experimental and probably won't work for you, but its there and I hope to finish it up so the app can support NIP-61 nutzaps.

WARNING: Don't feed the wallet your hard earned sats, it will eat them!

Smaller improvements

• Added NSFW flag for replies
• Updated NIP-48 bunker login to work with new spec
• Linkfy BIPs
• Added 404 page
• Add NIP-22 comments under badges, files, and articles
• Add max height to timeline notes
• Fix articles view freezing on load
• Add option to mirror blobs when sharing notes
• Remove "open in drawer" for notes

@ b8851a06:9b120ba1

The global financial system is creaking under its own weight. The IMF is urging banks to shore up capital, cut risk, and brace for impact. Basel III is their answer, a last-ditch effort to reinforce a brittle foundation.

But behind the scenes, a quieter revolution is under way.

Bitcoin, the world’s first stateless digital asset, is no longer on the sidelines. It’s entering the Basel conversation: not by invitation, but by inevitability.

Basel III: The System’s Self-Diagnosis

Basel III is more than a technical rulebook. It’s a confession: an admission that the global banking system is vulnerable. Created in the aftermath of 2008, it calls for: • Stronger capital reserves: So banks can survive losses. • Lower leverage: To reduce the domino effect of overexposure. • Liquidity buffers: To weather short-term shocks without collapsing.

But here’s the kicker: these rules are hostile to anything outside the fiat system. Bitcoin gets hit with a punitive 1,250% risk weight. That means for every $1 of exposure, banks must hold $1 in capital. The message from regulators? “You can hold Bitcoin, but you’ll pay for it.”

Yet that fear: based framing misses a bigger truth: Bitcoin doesn’t just survive in this environment. It thrives in it.

Bitcoin: A Parallel System, Built on Hard Rules

Where Basel III imposes “fiat discipline” from the top down, Bitcoin enforces it from the bottom up: with code, math, and transparency.

Bitcoin is not just a hedge. It’s a structural antidote to systemic fragility.

Volatility: A Strategic Asset

Yes, Bitcoin is volatile. But in a system that devalues fiat on a schedule, volatility is simply the cost of freedom. Under Basel III, banks are expected to build capital buffers during economic expansions.

What asset allows you to build those buffers faster than Bitcoin in a bull market?

When the cycle turns, those reserves act as shock absorbers: converting volatility into resilience. It’s anti-fragility in motion.

Liquidity: Real, Deep, and Global

Bitcoin settled over $19 trillion in transactions in 2024. That’s not hypothetical liquidity. it’s real, measurable flow. Unlike traditional high-quality liquid assets (HQLAs), Bitcoin is: • Available 24/7 • Borderless • Not dependent on central banks

By traditional definitions, Bitcoin is rapidly qualifying for HQLA status. Even if regulators aren’t ready to admit it.

Diversification: Breaking the Fiat Dependency

Basel III is designed to pull banks back into the fiat matrix. But Bitcoin offers an escape hatch. Strategic Bitcoin reserves are not about speculation, they’re insurance. For family offices, institutions, and sovereign funds, Bitcoin is the lifeboat when the fiat ship starts taking on water.

Regulatory Realignment: The System Reacts

The Basel Committee’s new rules on crypto exposures went live in January 2025. Around the world, regulators are scrambling to define their stance. Every new restriction placed on Bitcoin only strengthens its legitimacy, as more institutions ask: Why so much resistance, if it’s not a threat?

Bitcoin doesn’t need permission. It’s already being adopted by over 150 public companies, forward-looking states, and a new class of self-sovereign individuals.

Conclusion: The Real Question

This isn’t just about Bitcoin fitting into Basel III.

The real question is: How long can Basel III remain relevant in a world where Bitcoin exists?

Bitcoin is not the risk. It’s the reality check. And it might just be the strongest capital buffer the system has ever seen.

Gradually then suddenly.

@ dc4152b3:dc737a27

181BET là một nền tảng trực tuyến nổi bật, cung cấp cho người dùng những trải nghiệm giải trí đa dạng và đầy sáng tạo. Với một giao diện thân thiện và dễ sử dụng, nền tảng này không chỉ hấp dẫn người tham gia nhờ vào tính năng dễ dàng tiếp cận mà còn bởi chất lượng dịch vụ vượt trội. Bằng cách tối ưu hóa trải nghiệm người dùng, 181BET đã nhanh chóng trở thành một trong những lựa chọn hàng đầu của những ai yêu thích các hoạt động giải trí trực tuyến. Nền tảng này cung cấp một loạt các trò chơi và hoạt động tương tác đa dạng, giúp người tham gia có thể thư giãn, giải trí và tận hưởng những giây phút thư thái. Các trò chơi được thiết kế một cách sáng tạo, kết hợp giữa tính giải trí cao và độ thử thách, tạo ra không gian thú vị cho người chơi. Bên cạnh đó, 181BET cũng chú trọng đến việc tạo ra một môi trường an toàn và bảo mật cao, giúp người dùng có thể hoàn toàn yên tâm khi tham gia vào các hoạt động giải trí trực tuyến mà không lo ngại về sự an toàn thông tin cá nhân hay giao dịch.

Điều làm nên sự khác biệt của 181BET chính là khả năng tạo ra một cộng đồng gắn kết và thân thiện, nơi mà người tham gia không chỉ có thể tham gia vào các trò chơi mà còn có thể giao lưu, kết nối và chia sẻ những khoảnh khắc vui vẻ. Nền tảng này cung cấp không chỉ những trò chơi đơn giản mà còn những hoạt động tương tác xã hội, giúp mọi người có thể giao lưu với nhau, học hỏi và tạo ra những mối quan hệ mới. Các tính năng giao lưu được thiết kế để mọi người có thể dễ dàng kết nối và chia sẻ với nhau, tạo ra một cộng đồng trực tuyến thân thiện và đầy sức sống. Mỗi thành viên có thể tham gia vào các hoạt động nhóm, trò chuyện và kết bạn với những người có cùng sở thích, từ đó xây dựng một mạng lưới bạn bè trực tuyến. Bên cạnh đó, 181BET còn cung cấp các tính năng nâng cao, giúp người dùng có thể dễ dàng theo dõi tiến trình và thành tích của mình trong các trò chơi, từ đó tạo động lực cho người tham gia tiếp tục khám phá và trải nghiệm những thử thách mới.

Ngoài những tính năng vượt trội về giải trí và kết nối cộng đồng, 181BET còn chú trọng đến việc bảo vệ quyền lợi và bảo mật cho người sử dụng. Nền tảng này sử dụng công nghệ bảo mật tiên tiến để đảm bảo rằng mọi thông tin cá nhân và giao dịch đều được bảo vệ một cách nghiêm ngặt. Các hệ thống mã hóa dữ liệu và bảo vệ thông tin giúp người dùng yên tâm tham gia vào các hoạt động mà không lo lắng về việc bị lộ thông tin cá nhân hay gặp phải các vấn đề bảo mật. Đặc biệt, 181BET luôn nỗ lực nâng cấp hệ thống bảo mật để phù hợp với các tiêu chuẩn cao nhất của ngành công nghệ hiện nay, tạo nên một môi trường giải trí trực tuyến an toàn và đáng tin cậy. Bên cạnh đó, nền tảng này còn cung cấp dịch vụ hỗ trợ khách hàng 24/7, sẵn sàng giải đáp mọi thắc mắc và giúp đỡ người tham gia trong suốt quá trình trải nghiệm. Với đội ngũ nhân viên hỗ trợ chuyên nghiệp và tận tâm, 181BET cam kết mang đến cho người dùng một trải nghiệm trực tuyến mượt mà và không gặp phải bất kỳ trở ngại nào. Sự kết hợp giữa công nghệ bảo mật hiện đại, dịch vụ hỗ trợ khách hàng tận tình và một nền tảng giải trí đa dạng đã giúp 181BET trở thành một lựa chọn lý tưởng cho những ai tìm kiếm một không gian giải trí trực tuyến chất lượng và an toàn.

@ 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.

@ 088436cd:9d2646cc

The arrival of the coronavirus brought not only illness and death but also fear and panic. In such an environment of uncertainty, people have naturally stocked up on necessities, not knowing when things will return to normal.

Retail shelves have been cleared out, and even online suppliers like Amazon and Walmart are out of stock for some items. Independent sellers on these e-commerce platforms have had to fill the gap. With the huge increase in demand, they have found that their inventory has skyrocketed in value.

Many in need of these items (e.g. toilet paper, hand sanitizer and masks) balk at the new prices. They feel they are being taken advantage of in a time of need and call for intervention by the government to lower prices. The government has heeded that call, labeling the independent sellers as "price gougers" and threatening sanctions if they don't lower their prices. Amazon has suspended seller accounts and law enforcement at all levels have threatened to prosecute. Prices have dropped as a result and at first glance this seems like a victory for fair play. But, we will have to dig deeper to understand the unseen consequences of this intervention.

We must look at the economics of the situation, how supply and demand result in a price and how that price acts as a signal that goes out to everyone, informing them of underlying conditions in the economy and helping coordinate their actions.

It all started with a rise in demand. Given a fixed supply (e.g., the limited stock on shelves and in warehouses), an increase in demand inevitably leads to higher prices. Most people are familiar with this phenomenon, such as paying more for airline tickets during holidays or surge pricing for rides.

Higher prices discourage less critical uses of scarce resources. For example, you might not pay $1,000 for a plane ticket to visit your aunt if you can get one for $100 the following week, but someone else might pay that price to visit a dying relative. They value that plane seat more than you.

*** During the crisis, demand surged and their shelves emptied even though

However, retail outlets have not raised prices. They have kept them low, so the low-value uses of things like toilet paper, masks and hand sanitizer has continued. Often, this "use" just takes the form of hoarding. At everyday low prices, it makes sense to buy hundreds of rolls and bottles. You know you will use them eventually, so why not stock up? And, with all those extra supplies in the closet and basement, you don't need to change your behavior much. You don't have to ration your use.

At the low prices, these scarce resources got bought up faster and faster until there was simply none left. The reality of the situation became painfully clear to those who didn't panic and got to the store late: You have no toilet paper and you're not going to any time soon.

However, if prices had been allowed to rise, a number of effects would have taken place that would have coordinated the behavior of everyone so that valuable resources would not have been wasted or hoarded, and everyone could have had access to what they needed.

On the demand side, if prices had been allowed to rise, people would have begun to self-ration. You might leave those extra plies on the roll next time if you know they will cost ten times as much to replace. Or, you might choose to clean up a spill with a rag rather than disposable tissue. Most importantly, you won't hoard as much. That 50th bottle of hand sanitizer might just not be worth it at the new, high price. You'll leave it on the shelf for someone else who may have none.

On the supply side, higher prices would have incentivized people to offer up more of their stockpiles for sale. If you have a pallet full of toilet paper in your basement and all of the sudden they are worth $15 per roll, you might just list a few online. But, if it is illegal to do so, you probably won't.

Imagine you run a business installing insulation and have a few thousand respirator masks on hand for your employees. During a pandemic, it is much more important that people breathe filtered air than that insulation get installed, and that fact is reflected in higher prices. You will sell your extra masks at the higher price rather than store them for future insulation jobs, and the scarce resource will be put to its most important use.

Producers of hand sanitizer would go into overdrive if prices were allowed to rise. They would pay their employees overtime, hire new ones, and pay a premium for their supplies, making sure their raw materials don't go to less important uses.

These kinds of coordinated actions all across the economy would be impossible without real prices to guide them. How do you know if it makes sense to spend an extra $10k bringing a thousand masks to market unless you know you can get more than $10 per mask? If the price is kept artificially low, you simply can't do it. The money just isn't there.

These are the immediate effects of a price change, but incredibly, price changes also coordinate people's actions across space and time.

Across space, there are different supply and demand conditions in different places, and thus prices are not uniform. We know some places are real "hot spots" for the virus, while others are mostly unaffected. High demand in the hot spots leads to higher prices there, which attracts more of the resource to those areas. Boxes and boxes of essential items would pour in where they are needed most from where they are needed least, but only if prices were allowed to adjust freely.

This would be accomplished by individuals and businesses buying low in the unaffected areas, selling high in the hot spots and subtracting their labor and transportation costs from the difference. Producers of new supply would know exactly where it is most needed and ship to the high-demand, high-price areas first. The effect of these actions is to increase prices in the low demand areas and reduce them in the high demand areas. People in the low demand areas will start to self-ration more, reflecting the reality of their neighbors, and people in the hotspots will get some relief.

However, by artificially suppressing prices in the hot spot, people there will simply buy up the available supply and run out, and it will be cost prohibitive to bring in new supply from low-demand areas.

Prices coordinate economic actions across time as well. Just as entrepreneurs and businesses can profit by transporting scarce necessities from low-demand to high-demand areas, they can also profit by buying in low-demand times and storing their merchandise for when it is needed most.

Just as allowing prices to freely adjust in one area relative to another will send all the right signals for the optimal use of a scarce resource, allowing prices to freely adjust over time will do the same.

When an entrepreneur buys up resources during low-demand times in anticipation of a crisis, she restricts supply ahead of the crisis, which leads to a price increase. She effectively bids up the price. The change in price affects consumers and producers in all the ways mentioned above. Consumers self-ration more, and producers bring more of the resource to market.

Our entrepreneur has done a truly incredible thing. She has predicted the future, and by so doing has caused every individual in the economy to prepare for a shortage they don't even know is coming! And, by discouraging consumption and encouraging production ahead of time, she blunts the impact the crisis will have. There will be more of the resource to go around when it is needed most.

On top of this, our entrepreneur still has her stockpile she saved back when everyone else was blithely using it up. She can now further mitigate the damage of the crisis by selling her stock during the worst of it, when people are most desperate for relief. She will know when this is because the price will tell her, but only if it is allowed to adjust freely. When the price is at its highest is when people need the resource the most, and those willing to pay will not waste it or hoard it. They will put it to its highest valued use.

The economy is like a big bus we are all riding in, going down a road with many twists and turns. Just as it is difficult to see into the future, it is difficult to see out the bus windows at the road ahead.

On the dashboard, we don't have a speedometer or fuel gauge. Instead we have all the prices for everything in the economy. Prices are what tell us the condition of the bus and the road. They tell us everything. Without them, we are blind.

Good times are a smooth road. Consumer prices and interest rates are low, investment returns are steady. We hit the gas and go fast. But, the road is not always straight and smooth. Sometimes there are sharp turns and rough patches. Successful entrepreneurs are the ones who can see what is coming better than everyone else. They are our navigators.

When they buy up scarce resources ahead of a crisis, they are hitting the brakes and slowing us down. When they divert resources from one area to another, they are steering us onto a smoother path. By their actions in the market, they adjust the prices on our dashboard to reflect the conditions of the road ahead, so we can prepare for, navigate and get through the inevitable difficulties we will face.

Interfering with the dashboard by imposing price floors or price caps doesn't change the conditions of the road (the number of toilet paper rolls in existence hasn't changed). All it does is distort our perception of those conditions. We think the road is still smooth--our heavy foot stomping the gas--as we crash onto a rocky dirt road at 80 miles per hour (empty shelves at the store for weeks on end).

Supply, demand and prices are laws of nature. All of this is just how things work. It isn't right or wrong in a moral sense. Price caps lead to waste, shortages and hoarding as surely as water flows downhill. The opposite--allowing prices to adjust freely--leads to conservation of scarce resources and their being put to their highest valued use. And yes, it leads to profits for the entrepreneurs who were able to correctly predict future conditions, and losses for those who weren't.

Is it fair that they should collect these profits? On the one hand, anyone could have stocked up on toilet paper, hand sanitizer and face masks at any time before the crisis, so we all had a fair chance to get the supplies cheaply. On the other hand, it just feels wrong that some should profit so much at a time when there is so much need.

Our instinct in the moment is to see the entrepreneur as a villain, greedy "price gouger". But we don't see the long chain of economic consequences the led to the situation we feel is unfair.

If it weren't for anti-price-gouging laws, the major retailers would have raised their prices long before the crisis became acute. When they saw demand outstrip supply, they would have raised prices, not by 100 fold, but gradually and long before anyone knew how serious things would have become. Late comers would have had to pay more, but at least there would be something left on the shelf.

As an entrepreneur, why take risks trying to anticipate the future if you can't reap the reward when you are right? Instead of letting instead of letting entrepreneurs--our navigators--guide us, we are punishing and vilifying them, trying to force prices to reflect a reality that simply doesn't exist.

In a crisis, more than any other time, prices must be allowed to fluctuate. To do otherwise is to blind ourselves at a time when danger and uncertainty abound. It is economic suicide.

In a crisis, there is great need, and the way to meet that need is not by pretending it's not there, by forcing prices to reflect a world where there isn't need. They way to meet the need is the same it has always been, through charity.

If the people in government want to help, the best way for the to do so is to be charitable and reduce their taxes and fees as much as possible, ideally to zero in a time of crisis. Amazon, for example, could instantly reduce the price of all crisis related necessities by 20% if they waived their fee. This would allow for more uses by more people of these scarce supplies as hoarders release their stockpiles on to the market, knowing they can get 20% more for their stock. Governments could reduce or eliminate their tax burden on high-demand, crisis-related items and all the factors that go into their production, with the same effect: a reduction in prices and expansion of supply. All of us, including the successful entrepreneurs and the wealthy for whom high prices are not a great burden, could donate to relief efforts.

These ideas are not new or untested. This is core micro economics. It has been taught for hundreds of years in universities the world over. The fact that every crisis that comes along stirs up ire against entrepreneurs indicates not that the economics is wrong, but that we have a strong visceral reaction against what we perceive to be unfairness. This is as it should be. Unfairness is wrong and the anger it stirs in us should compel us to right the wrong. Our anger itself isn't wrong, it's just misplaced.

Entrepreneurs didn't cause the prices to rise. Our reaction to a virus did that. We saw a serious threat and an uncertain future and followed our natural impulse to hoard. Because prices at major retail suppliers didn't rise, that impulse ran rampant and we cleared the shelves until there was nothing left. We ran the bus right off the road and them blamed the entrepreneurs for showing us the reality of our situation, for shaking us out of the fantasy of low prices.

All of this is not to say that entrepreneurs are high-minded public servants. They are just doing their job. Staking your money on an uncertain future is a risky business. There are big risks and big rewards. Most entrepreneurs just scrape by or lose their capital in failed ventures.

However, the ones that get it right must be allowed to keep their profits, or else no one will try and we'll all be driving blind. We need our navigators. It doesn't even matter if they know all the positive effects they are having on the rest of us and the economy as a whole. So long as they are buying low and selling high--so long as they are doing their job--they will be guiding the rest of us through the good times and the bad, down the open road and through the rough spots.

@ 5d4b6c8d:8a1c1ee3

The second round of the NBA Playoffs is historically weird. We'll try to figure out what's going wrong for all three of the presumed contenders. Which of the other East teams need to be considered contenders now? With how bad the Warriors look without Steph (just how underrated is he?), do the Warriors still have any chance?

In Blok'd Shots, we'll talk about the NHL Star who got traded midseason and then beat his former team in the playoffs.

There was a big trade in the NFL. Plus, @grayruby wants to start a media beef with Colin Cowherd.

The MLB introduced a new stat. I have no idea what it is, but I'm looking forward to trying to understand it live on air.

And, of course, lots of contest and betting updates.

What do you want us to talk about?

originally posted at https://stacker.news/items/975474

@ 805b34f7:3620fac3

Humans are evolving with social media & devices. These are powerful tools, but neither is built with their users' health and well-being in mind.

The big tech business incentives are a higher priority than their users' health & well being. This results in their products being designed to capture as much attention from you as possible so they can profit.

Many are realizing this. Few know there are emerging, viable alternatives.

Nostr is a new model for social media (and much more).

Bitcoin is a new model for money.

nostr:nprofile1qyt8wumn8ghj7ct49eex2mrp09skymr99ehhyecpp4mhxue69uhkummn9ekx7mqqyr4aa6ffghhs22pmuzkrmcjhslyp56jc5y84druuddsanh238td66va34er is a new model for computers.

This article will explain why Nostr is primed to be the new model for social media.

“We cannot have a society in which, if two people wish to communicate, the only way that can happen, is if it’s financed by a third party who wishes to manipulate you” - Jaron Lanier

What is Nostr? What is Primal?

I’ve done a wonderful job of confusing people by interchanging the words Nostr & Primal. So allow me a brief, high level explanation.

Nostr is an internet protocol that allows for censorship resistant social media.

An internet protocol is a set of rules that computers follow to communicate with each other.

Nostr stands for Notes & Other Stuff Transmitted by Relays.

Primal is an app built on Nostr. I work for Primal the company.

When you post to Primal, you can see your content in other Nostr apps. Primal doesn’t own you, your content or identity. You do. You can take your content and followers to any Nostr app.

In this gif, you can see my content in 5 different Nostr apps.

Nostr is like email, but for social media—it’s a system where anyone can send and receive posts using any app they like. Similar to how you would send an email to everyone you know. Everyone will receive that email no matter what email service provider they’re using (yahoo, gmail, proton, apple etc).

When you “create an account” on Primal, you create a password that you can use to log in to any Nostr app. Your password is called a private key and you can use that to log in to any apps that are built on Nostr. See them here at nostrapps.com.

All this may sound a bit confusing, but this is just what's going on under the hood. Primal will feel like any other social media app. Check out this image below to learn more and be sure to keep your private key (your password) safe!

#### How I got into Nostr

Long story short, if you’ve been in to Bitcoin, you at least know about Nostr. I used Twitter as my primary news/Bitcoin source for the past 8 years and followed the Trump and Covid dramas closely. 

I’ve come to the conclusion that social media needs to be protocol based and decentralized.

The first Nostr conference in March of 2023 was in Uvita, Costa Rica. I was living in the area, so of course I showed up. Here’s a brief video we made from the conference.

Why I'm Stoked on Nostr

The Everything App for Social Media

This is the original idea that made the lightbulb in my head go off. 1 identity for all types of content.

I have accounts on Youtube, Twitter, Nostr, Instagram, TikTok, & Medium. That means 6 different logins, 6 different follower sets, and 6 places to post when I have something to share.

With Nostr, I have 1 identity, 1 follower set, & (potentially) 1 place to post each type of content.

On the Left - 5 apps, 5 identities. Right - 5 apps, 1 identity

The Nostr apps are in their infancy, but I can imagine a future with more diverse apps specified by content type (blogs, long form vid, vertical vids, music, etc.).

The ability to post all of your content to (potentially) one app and giving your audience the choice to consume that content in whatever app they please is revolutionary.

X wants to be the everything app as well. It looks like it's heading towards becoming the WeChat of the West. This begs the question... Does the infrastructure for social media need to be owned by singular corporations or governments?

Check out this video where nostr:nprofile1qyxhwumn8ghj7mn0wvhxcmmvqyehwumn8ghj7mnhvvh8qunfd4skctnwv46z7ctewe4xcetfd3khsvrpdsmk5vnsw96rydr3v4jrz73hvyu8xqpqsg6plzptd64u62a878hep2kev88swjh3tw00gjsfl8f237lmu63q8dzj6n & nostr:nprofile1qyt8wumn8ghj7ct5d3shxtnwdaehgu3wd3skueqpz4mhxue69uhk2er9dchxummnw3ezumrpdejqqgyymmnwvah9hdnmft2wqsk0wr9as6q32hd4xk2zlnr2q5ectznjgqd27v94 discuss everything apps during the 2nd Nostr conference in Japan.

Nostr is the tool to orange pill the world

Orange pilling is a slightly cringe term used to describe educating people about Bitcoin. In Nostr, we say purple pilling because for some reason, Nostr’s theme is purple.

Jargon aside, the reason I believe that Nostr will orange pill the world is because of zaps!

Zaps are micropayments of bitcoin. You can send zaps on posts as easily as you can send likes on posts with Primal’s built in wallet and creators keep 100% of what they earn. They’re the best way to really feel the Nostr difference. 

Here’s an example of me zapping 210 sats to a few people with one click.

I've now personally watched over 20 people receive and send their1st Bitcoin transactions minutes after downloading Primal. Right away you pop two cherries, owning Bitcoin and sending Bitcoin. Pretty rad. 

It's a fundamentally different experience to touch Bitcoin through a social media style app than it is to buy bitcoin from an exchange. Someone new on Primal immediately has a use case for Bitcoin upon downloading the app. Zaps!

Nostr is known as the Bitcoiner social network. It could be/is becoming the place for newbies to come learn about Bitcoin, and interact with people who can help teach. I see a massive opportunity for Primal to play a huge role in this transition to a bitcoin standard.

I wonder how often this scenario with nostr:nprofile1qyxhwumn8ghj7mn0wvhxcmmvqyv8wumn8ghj7mn0wd68ytn0wpjku6r0danxgtnwdsqzpq8gr333mlm73rnsfv2uvsrtvg44l5l5r0qrn6c0fw08t5hkccwarhnfev will repeat. Also, check out this video about how zaps got nostr:nprofile1qyxhwumn8ghj7mn0wvhxcmmvqyw8wumn8ghj7mn0wd68ytnzd96xxmmfdejhytnnda3kjctvqqstkm5tw5w2f2qg2zp0tzxk9junagtrqeayyxnzggqcphgec9p37ncc26xj6 to read The Bitcoin Standard.

Micropayments on the internet are only possible with digitally native money.

Zaps are signal. They’re pure life force energy given to another person in appreciation for their content and it's unique to Nostr.

Social media is simply better with payments. You cannot unsee or unfeel this. We're only beginning to scratch the surface of what zaps mean to a social network. Should be fun :)

Sovereignty

Today, our digital lives are owned. Our data, identity, and content can be taken away.

Nostr flips this. We own our identity & choose where our data lives. Companies no longer have singular control over the flow of information.

Bitcoin gives you private keys for money. Nostr gives you private keys for speech.

On X and Instagram, we make a username and password. We are renting these identities from these corporations. How do we know these identities are not yours? Because they can be taken away from you.

With Nostr, you and only you have your keys. You can post anytime, from any app, using your own key. If Primal stops working, no big deal. You could post from other Nostr apps.

I believe there’s something deeper going on here. Humans are sovereign beings. Being sovereign means being in full control. 

With Nostr & Bitcoin, we can be in complete control of our money & speech. 

These tools empower humans and reduce our need for dependence on 3rd parties.

Nostr allows us to create & share freely without the potential of being silenced for “wrongthink”. 

It’s time for those who care about sovereignty to build their brands on their own land.

Nostr is Organic

Facebook wanted to connect the world. They’ve done an absolutely fantastic job at this. But at what cost? 

The ad model has been the best way for platforms to monetize their services. This leads to bad incentives. Social media sites need you to spend as much time as possible on their apps so that they can sell your attention to advertisers. 

Maybe there’s more ethical ways to advertise that do not lead to perverse incentives, but this isn’t the point. 

Now, social media is basically a dopamine slot machine serving us things that we’re most likely to engage with. Whatever we lend our eyes to, purposefully or not, is the content we’re fed. Engagement is the north star of current social media. This modifies the behavior of everyone on the app. 

These algorithms have been weaponized at times. And many would say that they’re programming us.

Let me speak in meme for a moment here:

It’s different on Nostr

After using Nostr for a couple years, it’s clearer to me when I switch to another social media platform that they are doing everything they can to grab my attention. They being the platform and the creators. I can feel when people create for an algo vs. for an audience. 

With Primal, I can select which algorithm I want to use or create my own feeds using Primal’s advanced search. (I expect these tools to get much better over time.) This gives the user much more control over what they see vs a singular algorithm. Algorithmic choice is something that legacy social media platforms are greatly missing.  

I can also control which feed I want to see when I open the app. For example, I created this feed of one person saying “STAY FOCUSED CHAMP” so when I open the app I’m not immediately distracted.  Look at what instagram does when you want to simply search for someone’s account…

I can’t help but envision a world where all of the content is posted to Nostr. The apps with the best user experiences would win. I’d imagine the winners would have the best algos, least intrusive ads, and would give their users the most control over their experience.

Thought Experiment

Pretend you’re a super intelligent being looking down upon the earth. 

The1st thing you’d notice is that they’re always staring at their phones. You’d also notice that while they have an abundant earth, they insist on chemically altering their food which is making them sick. 

Then, you’d notice that the money humans work their entire lives for can be and is manipulated by central authorities with zero effort. 

And, you’d notice that the “digital global town square” is owned by a unelected, fallable humans and corporations.\ It’s laughable! 

It doesn’t have to be this way anymore. And it’s up to us to change it.

To conclude.

This article is not meant to trash talk other platforms, those who use them, or those who created them. I use them daily. Mostly to advocate for Nostr & Bitcoin these days.

These platforms have created a ton of value for the world, & Nostr can be used alongside of them.

Maybe if Nostr existed back then, they would’ve built on it. 

“We shape our tools, and thereafter our tools shape us”. We’ve learned priceless lessons from the evolution of social media thus far. We can use these lessons to shape tools with our health & well-being as our first priority. 

We can obsolete these outdated, unhealthy systems. 

Nostro and Nuestro mean 'ours' in Italian & Spanish. I don't think this a coincidence. Nostr is our chance to create a better internet for our future generations.

pura vida

(meme cred nostr:nprofile1q9n8wumn8ghj7enfd36x2u3wdehhxarj9emkjmn99ah8qatzx9kx2mrtdqeks6rcwuukserhd33hq6ekwyuhgvrcwsukvdme0fjnq7fsdeuxz7nk0fck5mtjv5ehqwfc0qehxargddm8j73lvfex7ctyvdshxapaw3e82egpp4mhxue69uhkummn9ekx7mqqyrl8767x7uecka4mlqxmgq4duev48cst9u37vm5fsgztv0xyy5u6xs34wwg also check out his nostr doc )

@ 37fe9853:bcd1b039

yoyoaa

@ 2b24a1fa:17750f64

Wer sein eigenes Geld abheben möchte, macht sich heute – in Spanien - verdächtig. Wer dort eine größere Geldmenge des eigenen Vermögens abzuheben gedenkt, muss das von nun an Tage zuvor anmelden. Diese neue Regelung lässt sich auch nicht dadurch umgehen, dass man mehrere kleine Einzelbeiträge abhebt. Und die, die die neue Regelung missachten, werden empfindlich bestraft. So gerät jeder, der zu häufig Bares abhebt, in das Visier der Behörden.

https://soundcloud.com/radiomuenchen/barzahler-unter-generalverdacht-von-norbert-haring?

Was sich in Spanien an Bankautomaten und -schaltern eingeschlichen hat, könnte sich seinen Weg auch nach Deutschland bahnen. In Frankreich, so zeigt die persönliche Erfahrung, variiert die zu erzielende Geldmenge am Automaten unter noch ungeklärten Bedingungen von Tag zu Tag, von Konto zu Konto. Der Automat gibt vor, ob gerade beispielsweise 60, 200 oder 400 Euro abgehoben werden dürfen.

Hören Sie Norbert Härings Text zum spanischen Szenario der den Titel „Barzahler unter Generalverdacht“ trägt und zunächst auf seinem Blog erschienen war. norberthaering.de/news/spanien-bargeld/

Sprecher: Karsten Troyke

@ 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。

@ 91bea5cd:1df4451c

Básico

bash lsblk # Lista todos os diretorios montados.

Para criar o sistema de arquivos:

bash mkfs.btrfs -L "ThePool" -f /dev/sdx

Criando um subvolume:

bash btrfs subvolume create SubVol

Montando Sistema de Arquivos:

bash mount -o compress=zlib,subvol=SubVol,autodefrag /dev/sdx /mnt

Lista os discos formatados no diretório:

bash btrfs filesystem show /mnt

Adiciona novo disco ao subvolume:

bash btrfs device add -f /dev/sdy /mnt

Lista novamente os discos do subvolume:

bash btrfs filesystem show /mnt

Exibe uso dos discos do subvolume:

bash btrfs filesystem df /mnt

Balancea os dados entre os discos sobre raid1:

bash btrfs filesystem balance start -dconvert=raid1 -mconvert=raid1 /mnt

Scrub é uma passagem por todos os dados e metadados do sistema de arquivos e verifica as somas de verificação. Se uma cópia válida estiver disponível (perfis de grupo de blocos replicados), a danificada será reparada. Todas as cópias dos perfis replicados são validadas.

iniciar o processo de depuração :

bash btrfs scrub start /mnt

ver o status do processo de depuração Btrfs em execução:

bash btrfs scrub status /mnt

ver o status do scrub Btrfs para cada um dos dispositivos

bash btrfs scrub status -d / data btrfs scrub cancel / data

Para retomar o processo de depuração do Btrfs que você cancelou ou pausou:

btrfs scrub resume / data

Listando os subvolumes:

bash btrfs subvolume list /Reports

Criando um instantâneo dos subvolumes:

Aqui, estamos criando um instantâneo de leitura e gravação chamado snap de marketing do subvolume de marketing.

bash btrfs subvolume snapshot /Reports/marketing /Reports/marketing-snap

Além disso, você pode criar um instantâneo somente leitura usando o sinalizador -r conforme mostrado. O marketing-rosnap é um instantâneo somente leitura do subvolume de marketing

bash btrfs subvolume snapshot -r /Reports/marketing /Reports/marketing-rosnap

Forçar a sincronização do sistema de arquivos usando o utilitário 'sync'

Para forçar a sincronização do sistema de arquivos, invoque a opção de sincronização conforme mostrado. Observe que o sistema de arquivos já deve estar montado para que o processo de sincronização continue com sucesso.

bash btrfs filsystem sync /Reports

Para excluir o dispositivo do sistema de arquivos, use o comando device delete conforme mostrado.

bash btrfs device delete /dev/sdc /Reports

Para sondar o status de um scrub, use o comando scrub status com a opção -dR .

bash btrfs scrub status -dR / Relatórios

Para cancelar a execução do scrub, use o comando scrub cancel .

bash $ sudo btrfs scrub cancel / Reports

Para retomar ou continuar com uma depuração interrompida anteriormente, execute o comando de cancelamento de depuração

bash sudo btrfs scrub resume /Reports

mostra o uso do dispositivo de armazenamento:

btrfs filesystem usage /data

Para distribuir os dados, metadados e dados do sistema em todos os dispositivos de armazenamento do RAID (incluindo o dispositivo de armazenamento recém-adicionado) montados no diretório /data , execute o seguinte comando:

sudo btrfs balance start --full-balance /data

Pode demorar um pouco para espalhar os dados, metadados e dados do sistema em todos os dispositivos de armazenamento do RAID se ele contiver muitos dados.

Opções importantes de montagem Btrfs

Nesta seção, vou explicar algumas das importantes opções de montagem do Btrfs. Então vamos começar.

As opções de montagem Btrfs mais importantes são:

**1. acl e noacl

**ACL gerencia permissões de usuários e grupos para os arquivos/diretórios do sistema de arquivos Btrfs.

A opção de montagem acl Btrfs habilita ACL. Para desabilitar a ACL, você pode usar a opção de montagem noacl .

Por padrão, a ACL está habilitada. Portanto, o sistema de arquivos Btrfs usa a opção de montagem acl por padrão.

**2. autodefrag e noautodefrag

**Desfragmentar um sistema de arquivos Btrfs melhorará o desempenho do sistema de arquivos reduzindo a fragmentação de dados.

A opção de montagem autodefrag permite a desfragmentação automática do sistema de arquivos Btrfs.

A opção de montagem noautodefrag desativa a desfragmentação automática do sistema de arquivos Btrfs.

Por padrão, a desfragmentação automática está desabilitada. Portanto, o sistema de arquivos Btrfs usa a opção de montagem noautodefrag por padrão.

**3. compactar e compactar-forçar

**Controla a compactação de dados no nível do sistema de arquivos do sistema de arquivos Btrfs.

A opção compactar compacta apenas os arquivos que valem a pena compactar (se compactar o arquivo economizar espaço em disco).

A opção compress-force compacta todos os arquivos do sistema de arquivos Btrfs, mesmo que a compactação do arquivo aumente seu tamanho.

O sistema de arquivos Btrfs suporta muitos algoritmos de compactação e cada um dos algoritmos de compactação possui diferentes níveis de compactação.

Os algoritmos de compactação suportados pelo Btrfs são: lzo , zlib (nível 1 a 9) e zstd (nível 1 a 15).

Você pode especificar qual algoritmo de compactação usar para o sistema de arquivos Btrfs com uma das seguintes opções de montagem:

• compress=algoritmo:nível
• compress-force=algoritmo:nível

Para obter mais informações, consulte meu artigo Como habilitar a compactação do sistema de arquivos Btrfs .

**4. subvol e subvolid

**Estas opções de montagem são usadas para montar separadamente um subvolume específico de um sistema de arquivos Btrfs.

A opção de montagem subvol é usada para montar o subvolume de um sistema de arquivos Btrfs usando seu caminho relativo.

A opção de montagem subvolid é usada para montar o subvolume de um sistema de arquivos Btrfs usando o ID do subvolume.

Para obter mais informações, consulte meu artigo Como criar e montar subvolumes Btrfs .

**5. dispositivo

A opção de montagem de dispositivo** é usada no sistema de arquivos Btrfs de vários dispositivos ou RAID Btrfs.

Em alguns casos, o sistema operacional pode falhar ao detectar os dispositivos de armazenamento usados em um sistema de arquivos Btrfs de vários dispositivos ou RAID Btrfs. Nesses casos, você pode usar a opção de montagem do dispositivo para especificar os dispositivos que deseja usar para o sistema de arquivos de vários dispositivos Btrfs ou RAID.

Você pode usar a opção de montagem de dispositivo várias vezes para carregar diferentes dispositivos de armazenamento para o sistema de arquivos de vários dispositivos Btrfs ou RAID.

Você pode usar o nome do dispositivo (ou seja, sdb , sdc ) ou UUID , UUID_SUB ou PARTUUID do dispositivo de armazenamento com a opção de montagem do dispositivo para identificar o dispositivo de armazenamento.

Por exemplo,

• dispositivo=/dev/sdb
• dispositivo=/dev/sdb,dispositivo=/dev/sdc
• dispositivo=UUID_SUB=490a263d-eb9a-4558-931e-998d4d080c5d
• device=UUID_SUB=490a263d-eb9a-4558-931e-998d4d080c5d,device=UUID_SUB=f7ce4875-0874-436a-b47d-3edef66d3424

**6. degraded

A opção de montagem degradada** permite que um RAID Btrfs seja montado com menos dispositivos de armazenamento do que o perfil RAID requer.

Por exemplo, o perfil raid1 requer a presença de 2 dispositivos de armazenamento. Se um dos dispositivos de armazenamento não estiver disponível em qualquer caso, você usa a opção de montagem degradada para montar o RAID mesmo que 1 de 2 dispositivos de armazenamento esteja disponível.

**7. commit

A opção commit** mount é usada para definir o intervalo (em segundos) dentro do qual os dados serão gravados no dispositivo de armazenamento.

O padrão é definido como 30 segundos.

Para definir o intervalo de confirmação para 15 segundos, você pode usar a opção de montagem commit=15 (digamos).

**8. ssd e nossd

A opção de montagem ssd** informa ao sistema de arquivos Btrfs que o sistema de arquivos está usando um dispositivo de armazenamento SSD, e o sistema de arquivos Btrfs faz a otimização SSD necessária.

A opção de montagem nossd desativa a otimização do SSD.

O sistema de arquivos Btrfs detecta automaticamente se um SSD é usado para o sistema de arquivos Btrfs. Se um SSD for usado, a opção de montagem de SSD será habilitada. Caso contrário, a opção de montagem nossd é habilitada.

**9. ssd_spread e nossd_spread

A opção de montagem ssd_spread** tenta alocar grandes blocos contínuos de espaço não utilizado do SSD. Esse recurso melhora o desempenho de SSDs de baixo custo (baratos).

A opção de montagem nossd_spread desativa o recurso ssd_spread .

O sistema de arquivos Btrfs detecta automaticamente se um SSD é usado para o sistema de arquivos Btrfs. Se um SSD for usado, a opção de montagem ssd_spread será habilitada. Caso contrário, a opção de montagem nossd_spread é habilitada.

**10. descarte e nodiscard

Se você estiver usando um SSD que suporte TRIM enfileirado assíncrono (SATA rev3.1), a opção de montagem de descarte** permitirá o descarte de blocos de arquivos liberados. Isso melhorará o desempenho do SSD.

Se o SSD não suportar TRIM enfileirado assíncrono, a opção de montagem de descarte prejudicará o desempenho do SSD. Nesse caso, a opção de montagem nodiscard deve ser usada.

Por padrão, a opção de montagem nodiscard é usada.

**11. norecovery

Se a opção de montagem norecovery** for usada, o sistema de arquivos Btrfs não tentará executar a operação de recuperação de dados no momento da montagem.

**12. usebackuproot e nousebackuproot

Se a opção de montagem usebackuproot for usada, o sistema de arquivos Btrfs tentará recuperar qualquer raiz de árvore ruim/corrompida no momento da montagem. O sistema de arquivos Btrfs pode armazenar várias raízes de árvore no sistema de arquivos. A opção de montagem usebackuproot** procurará uma boa raiz de árvore e usará a primeira boa que encontrar.

A opção de montagem nousebackuproot não verificará ou recuperará raízes de árvore inválidas/corrompidas no momento da montagem. Este é o comportamento padrão do sistema de arquivos Btrfs.

**13. space_cache, space_cache=version, nospace_cache e clear_cache

A opção de montagem space_cache** é usada para controlar o cache de espaço livre. O cache de espaço livre é usado para melhorar o desempenho da leitura do espaço livre do grupo de blocos do sistema de arquivos Btrfs na memória (RAM).

O sistema de arquivos Btrfs suporta 2 versões do cache de espaço livre: v1 (padrão) e v2

O mecanismo de cache de espaço livre v2 melhora o desempenho de sistemas de arquivos grandes (tamanho de vários terabytes).

Você pode usar a opção de montagem space_cache=v1 para definir a v1 do cache de espaço livre e a opção de montagem space_cache=v2 para definir a v2 do cache de espaço livre.

A opção de montagem clear_cache é usada para limpar o cache de espaço livre.

Quando o cache de espaço livre v2 é criado, o cache deve ser limpo para criar um cache de espaço livre v1 .

Portanto, para usar o cache de espaço livre v1 após a criação do cache de espaço livre v2 , as opções de montagem clear_cache e space_cache=v1 devem ser combinadas: clear_cache,space_cache=v1

A opção de montagem nospace_cache é usada para desabilitar o cache de espaço livre.

Para desabilitar o cache de espaço livre após a criação do cache v1 ou v2 , as opções de montagem nospace_cache e clear_cache devem ser combinadas: clear_cache,nosapce_cache

**14. skip_balance

Por padrão, a operação de balanceamento interrompida/pausada de um sistema de arquivos Btrfs de vários dispositivos ou RAID Btrfs será retomada automaticamente assim que o sistema de arquivos Btrfs for montado. Para desabilitar a retomada automática da operação de equilíbrio interrompido/pausado em um sistema de arquivos Btrfs de vários dispositivos ou RAID Btrfs, você pode usar a opção de montagem skip_balance .**

**15. datacow e nodatacow

A opção datacow** mount habilita o recurso Copy-on-Write (CoW) do sistema de arquivos Btrfs. É o comportamento padrão.

Se você deseja desabilitar o recurso Copy-on-Write (CoW) do sistema de arquivos Btrfs para os arquivos recém-criados, monte o sistema de arquivos Btrfs com a opção de montagem nodatacow .

**16. datasum e nodatasum

A opção datasum** mount habilita a soma de verificação de dados para arquivos recém-criados do sistema de arquivos Btrfs. Este é o comportamento padrão.

Se você não quiser que o sistema de arquivos Btrfs faça a soma de verificação dos dados dos arquivos recém-criados, monte o sistema de arquivos Btrfs com a opção de montagem nodatasum .

Perfis Btrfs

Um perfil Btrfs é usado para informar ao sistema de arquivos Btrfs quantas cópias dos dados/metadados devem ser mantidas e quais níveis de RAID devem ser usados para os dados/metadados. O sistema de arquivos Btrfs contém muitos perfis. Entendê-los o ajudará a configurar um RAID Btrfs da maneira que você deseja.

Os perfis Btrfs disponíveis são os seguintes:

single : Se o perfil único for usado para os dados/metadados, apenas uma cópia dos dados/metadados será armazenada no sistema de arquivos, mesmo se você adicionar vários dispositivos de armazenamento ao sistema de arquivos. Assim, 100% do espaço em disco de cada um dos dispositivos de armazenamento adicionados ao sistema de arquivos pode ser utilizado.

dup : Se o perfil dup for usado para os dados/metadados, cada um dos dispositivos de armazenamento adicionados ao sistema de arquivos manterá duas cópias dos dados/metadados. Assim, 50% do espaço em disco de cada um dos dispositivos de armazenamento adicionados ao sistema de arquivos pode ser utilizado.

raid0 : No perfil raid0 , os dados/metadados serão divididos igualmente em todos os dispositivos de armazenamento adicionados ao sistema de arquivos. Nesta configuração, não haverá dados/metadados redundantes (duplicados). Assim, 100% do espaço em disco de cada um dos dispositivos de armazenamento adicionados ao sistema de arquivos pode ser usado. Se, em qualquer caso, um dos dispositivos de armazenamento falhar, todo o sistema de arquivos será corrompido. Você precisará de pelo menos dois dispositivos de armazenamento para configurar o sistema de arquivos Btrfs no perfil raid0 .

raid1 : No perfil raid1 , duas cópias dos dados/metadados serão armazenadas nos dispositivos de armazenamento adicionados ao sistema de arquivos. Nesta configuração, a matriz RAID pode sobreviver a uma falha de unidade. Mas você pode usar apenas 50% do espaço total em disco. Você precisará de pelo menos dois dispositivos de armazenamento para configurar o sistema de arquivos Btrfs no perfil raid1 .

raid1c3 : No perfil raid1c3 , três cópias dos dados/metadados serão armazenadas nos dispositivos de armazenamento adicionados ao sistema de arquivos. Nesta configuração, a matriz RAID pode sobreviver a duas falhas de unidade, mas você pode usar apenas 33% do espaço total em disco. Você precisará de pelo menos três dispositivos de armazenamento para configurar o sistema de arquivos Btrfs no perfil raid1c3 .

raid1c4 : No perfil raid1c4 , quatro cópias dos dados/metadados serão armazenadas nos dispositivos de armazenamento adicionados ao sistema de arquivos. Nesta configuração, a matriz RAID pode sobreviver a três falhas de unidade, mas você pode usar apenas 25% do espaço total em disco. Você precisará de pelo menos quatro dispositivos de armazenamento para configurar o sistema de arquivos Btrfs no perfil raid1c4 .

raid10 : No perfil raid10 , duas cópias dos dados/metadados serão armazenadas nos dispositivos de armazenamento adicionados ao sistema de arquivos, como no perfil raid1 . Além disso, os dados/metadados serão divididos entre os dispositivos de armazenamento, como no perfil raid0 .

O perfil raid10 é um híbrido dos perfis raid1 e raid0 . Alguns dos dispositivos de armazenamento formam arrays raid1 e alguns desses arrays raid1 são usados para formar um array raid0 . Em uma configuração raid10 , o sistema de arquivos pode sobreviver a uma única falha de unidade em cada uma das matrizes raid1 .

Você pode usar 50% do espaço total em disco na configuração raid10 . Você precisará de pelo menos quatro dispositivos de armazenamento para configurar o sistema de arquivos Btrfs no perfil raid10 .

raid5 : No perfil raid5 , uma cópia dos dados/metadados será dividida entre os dispositivos de armazenamento. Uma única paridade será calculada e distribuída entre os dispositivos de armazenamento do array RAID.

Em uma configuração raid5 , o sistema de arquivos pode sobreviver a uma única falha de unidade. Se uma unidade falhar, você pode adicionar uma nova unidade ao sistema de arquivos e os dados perdidos serão calculados a partir da paridade distribuída das unidades em execução.

Você pode usar 1 00x(N-1)/N % do total de espaços em disco na configuração raid5 . Aqui, N é o número de dispositivos de armazenamento adicionados ao sistema de arquivos. Você precisará de pelo menos três dispositivos de armazenamento para configurar o sistema de arquivos Btrfs no perfil raid5 .

raid6 : No perfil raid6 , uma cópia dos dados/metadados será dividida entre os dispositivos de armazenamento. Duas paridades serão calculadas e distribuídas entre os dispositivos de armazenamento do array RAID.

Em uma configuração raid6 , o sistema de arquivos pode sobreviver a duas falhas de unidade ao mesmo tempo. Se uma unidade falhar, você poderá adicionar uma nova unidade ao sistema de arquivos e os dados perdidos serão calculados a partir das duas paridades distribuídas das unidades em execução.

Você pode usar 100x(N-2)/N % do espaço total em disco na configuração raid6 . Aqui, N é o número de dispositivos de armazenamento adicionados ao sistema de arquivos. Você precisará de pelo menos quatro dispositivos de armazenamento para configurar o sistema de arquivos Btrfs no perfil raid6 .

@ 6d8e2a24:5faaca4c

North American nations have been at the forefront of Bitcoin adoption; however, Nigeria, Kenya and South Africa have recently emerged as leaders in Africa.

There’s an increasing acceptance of Bitcoin on the African continent. More businesses, individuals and even financial organizations are using cryptocurrency to transact as an alternative to traditional banking systems. With the economies of the continent experiencing a lot of currency instability, poor banking infrastructure and exorbitantly priced remittances, Bitcoin is coming up as a viable solution financially. Analyzing Bitcoin price trends is crucial for investors, traders and businesses in Africa who want to implement digital assets in their operations.

The Impact of Bitcoin on the African Economy

North American nations have been at the forefront of Bitcoin adoption; however, Nigeria, Kenya and South Africa have recently emerged as leaders in Africa. Peer-to-peer cryptocurrency trading across the continent reached over $100 billion in 2023, making Africa one of the fastest-growing markets for blockchain technology, according to a report by Chainalysis. Several factors that fuel this growth include:

⚪ Less Dependable Fiat Currency : Zimbabwe and Nigeria have poor liquidity currencies, which makes it prudent for citizens to invest in Bitcoin to minimize losses due to devaluation over time.

⚪ Payments for Foreign Worker Remittances: Bitcoin is useful for relocating payments since it eliminates the need for using bitcoin remittance centers that charge ridiculous fees for payment processing.

⚪ Financial Inclusion : A large portion of the African population does not use banks. This makes bitcoin an ideal alternative, as it offers a decentralized and unbanked-friendly option for conducting transactions.

How Bitcoin’s Price Trends Affect the African Market

Businesses and individuals’ activities with bitcoin are directly proportional to its price trends and different nations have different ways through which they analyze this. Take Nigeria, for instance, where the e-commerce platform Patricia and several local sellers on Jumia have had to change their prices multiple times a day to keep in line with the fluctuating value of bitcoin. This has led to the platform’s volatility driving the pricing strategy of freelancers and remote workers who are paid in bitcoin and the currency has to be converted before being spent. As investor sentiment increases, so too does Bitcoin’s value, reaching 71,333 dollars in April of 2024, according to estimates from CoinMarketCap. The volatility, however, remains high and so there is a lot of uncertainty for African investors and businesses hoping to capitalize on the price movement.

Amongst the factors that impact the price movement of bitcoin, these are the most significant:

⚪ Global Adoption and Institutional Investments: An increase in spending by corporations leads to a higher demand and price for bitcoin.

⚪ Regulatory Changes : The law about cryptocurrency in different African countries is a vital influencer of regard and value for bitcoin.

⚪ Market Speculation and Trading Activity: The volatility of Bitcoin's price remains dependent on investor sentiment, especially in the emerging markets.

African Governments and Cryptocurrency Regulation

The policies for regulating Bitcoin are different in various countries in Africa. While countries like South Africa and Kenya are skeptical but working towards adjusting their policies to incorporate cryptocurrency into their economies, other nations remain hesitant. The following is a summary of the most important changes:

⚪ South Africa: The Financial Sector Conduct Authority (FSCA) offered more structured regulations by classifying crypto assets as financial products. This is a notable development towards more stringent regulations.

⚪ Nigeria: The Central Bank of Nigeria has previously restricted banks from supporting the facilitation of crypto transactions but is in the process of allowing it due to newly offered licenses to cryptocurrency exchanges, which under certain guidelines allow them to conduct regulated crypto activities.

⚪ Kenya: The Capital Markets Authority is seeking ways to regulate the security features of Bitcoin to enable it to reduce fraud. Bitcoin’s Impact on E-commerce and Small Businesses in Africa

With the rise of cryptocurrency acceptance, small-scale businesses and e-commerce businesses are increasing the option of paying for goods and services in Bitcoin. Businesses can reduce costs by:

⚪ Decreased Transaction Fees: Payments made using Bitcoin are usually cheaper than those made through credit cards. For example, some merchants in Ghana are beginning to use Bitcoin to bypass high fee payment processing, increase their profit margins and improve overall business profitability.

⚪ Reduced Transaction Delays: Banking transactions processed through the blockchain do away with delays associated with traditional banking.

⚪ Access to Global Markets: Businesses in Africa have no issues engaging with foreign clients because there is no currency conversion needed.

For instance, Yellow Card is a cryptocurrency exchange that operates in several countries in Africa and allows the trading of Bitcoins. In 2024, Yellow Card received more compliance approvals, which allowed the business to serve more than 20 countries in Africa. It now stands as a central player in the regional ecosystem of crypto. The platform allows businesses or individuals to transact efficiently with Bitcoin.

Challenges and Risks of Bitcoin Adoption in Africa

Unlike the advantages, there are several challenges regarding the adoption of Bitcoin in Africa:

⚪ Regulatory Uncertainty: The considerable flux of policies is difficult for businesses and investors to navigate, although some countries are beginning to put clearer policies into place, such as South Africa and Nigeria. As an example, Nigeria has plans to regulate the exchange of digital assets and put some control over it through the issuing of licenses for crypto exchanges, which are expected to be released in 2024.

⚪ Price Volatility: Changes in the price of Bitcoin can affect savings and transactions for businesses.

⚪ Limited Infrastructure: Internet and computer skills are primary requirements for greater acceptance.

Conclusion

Bitcoin is increasingly becoming a key component of Africa’s financial ecosystem by providing banking services or alternatives, facilitating financial remittances and supporting inclusion. Experts expect that Africa will increasingly adopt Bitcoin as a major tool of payment and remittance service across borders and for digital financial transactions. This will be the case if the regulations supporting its growth are put in place. While price volatility and regulatory challenges persist, knowing how prices behave and the developments within the Bitcoin ecosystem will help investors and businesses understand the new economy Africa is adopting. Africa indeed has the chance to use strategic adoption of technology to improve economic development and innovation through Bitcoin if action is taken.

2025Content from a Premium Partner InfoWire https://allafrica.com/stories/202503240689.html

@ b99efe77:f3de3616

🚦Traffic Light Control System🚦

This Petri net represents a traffic control protocol ensuring that two traffic lights alternate safely and are never both green at the same time.

petrinet ;start () -> greenLight1 redLight2 ;toRed1 greenLight1 -> queue redLight1 ;toGreen2 redLight2 queue -> greenLight2 ;toGreen1 queue redLight1 -> greenLight1 ;toRed2 greenLight2 -> redLight2 queue ;stop redLight1 queue redLight2 -> ()

@ 57d1a264:69f1fee1

Consider the following two charts from A History of Clojure which detail the introduction and retention of new code by release for both Clojure and for Scala.

While this doesn't necessarily translate to library stability, it's reasonable to assume that the attitude of the Clojure maintainers will seep into the community. And that assumption is true.

Consider a typical Javascript program. What is it comprised of? Objects, objects, and more objects. Members of those objects must be either introspected or divined. Worse, it's normal to monkeypatch those objects, so the object members may (or may not) change over time.

Now, consider a typical Clojure program. What is it comprised of? Namespaces. Those namespaces contain functions and data. Functions may be dynamically generated (via macros), but it is extremely rare to "monkeypatch" a namespace. If you want to know what functions are available in a namespace, you can simply read the source file.

Continue reading https://potetm.com/devtalk/stability-by-design.html

originally posted at https://stacker.news/items/976215

@ 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.

---

@ fbf0e434:e1be6a39

Hackathon 概要

Stellar Build Better Hackathon 已圆满落幕，共有 220 名注册开发者参与，84 个项目获得批准。本次活动旨在通过 Stellar 的智能合约推动实际应用，强调社区合作与技术进步。参赛者在三个类别中展开角逐，总奖金为 25000 美元的 USDC，类别包括：Better Finance、Better Creativity 和 Better Access。

开发者探索了 DeFi 可及性工具、跨境支付解决方案、创作者经济平台和身份解决方案等领域。Hackathon 为与全球开发者交流及知名加密公司曝光提供了契机。此外，还设有技术研讨会和现场 demo 环节，为参赛者提供支持。

在成果方面，一等奖 12,000 USDC 授予了提升金融可及性的项目。二、三等奖分别获得 8,000 和 5,000 USDC 的奖励，以表彰其在创意工具和可访问性解决方案方面的创新。通过这些奖励，此次活动凸显了 Stellar 在促进实用创新及扩展其生态系统中智能合约应用方面的作用。

Hackathon 获奖者

第一名

• PayZoll_Stellar - PayZoll 在 Stellar 生态系统中集成了AI和区块链，提供安全、自动化和透明的全球薪资服务，提升了薪资管理的效率和可靠性。

第二名

• StellarFinance - 该平台在Stellar区块链上促进用户与财务顾问之间的连接，提供专注于诚信和用户参与的安全透明的金融服务。

第三名

• Soroban to MCP Server in seconds + Policy Signers Playground - 此解决方案将Stellar Soroban智能合约转换为MCP服务器，实现自然语言交互，支持AI代理执行并增强智能合约功能。

前往 DoraHacks 查看参与hackathon的所有项目。

关于主办方

Stellar Development Foundation

Stellar Development Foundation 力求促进 Stellar 网络的增长和发展，这是一种旨在促进高效跨境交易的区块链平台。基金会专注于去中心化金融（DeFi），实施推进全球金融包容性的项目。通过与广泛的网络合作，该组织推广可扩展的区块链解决方案，确保金融服务的可及性和可靠性。其使命是通过创新的开源技术，为全球经济提供公平的通道。

@ 21335073:a244b1ad

Please respect Virginia Giuffre’s memory by refraining from asking about the circumstances or theories surrounding her passing.

Since Virginia Giuffre’s death, I’ve reflected on what she would want me to say or do. This piece is my attempt to honor her legacy.

When I first spoke with Virginia, I was struck by her unshakable hope. I had grown cynical after years in the anti-human trafficking movement, worn down by a broken system and a government that often seemed complicit. But Virginia’s passion, creativity, and belief that survivors could be heard reignited something in me. She reminded me of my younger, more hopeful self. Instead of warning her about the challenges ahead, I let her dream big, unburdened by my own disillusionment. That conversation changed me for the better, and following her lead led to meaningful progress.

Virginia was one of the bravest people I’ve ever known. As a survivor of Epstein, Maxwell, and their co-conspirators, she risked everything to speak out, taking on some of the world’s most powerful figures.

She loved when I said, “Epstein isn’t the only Epstein.” This wasn’t just about one man—it was a call to hold all abusers accountable and to ensure survivors find hope and healing.

The Epstein case often gets reduced to sensational details about the elite, but that misses the bigger picture. Yes, we should be holding all of the co-conspirators accountable, we must listen to the survivors’ stories. Their experiences reveal how predators exploit vulnerabilities, offering lessons to prevent future victims.

You’re not powerless in this fight. Educate yourself about trafficking and abuse—online and offline—and take steps to protect those around you. Supporting survivors starts with small, meaningful actions. Free online resources can guide you in being a safe, supportive presence.

When high-profile accusations arise, resist snap judgments. Instead of dismissing survivors as “crazy,” pause to consider the trauma they may be navigating. Speaking out or coping with abuse is never easy. You don’t have to believe every claim, but you can refrain from attacking accusers online.

Society also fails at providing aftercare for survivors. The government, often part of the problem, won’t solve this. It’s up to us. Prevention is critical, but when abuse occurs, step up for your loved ones and community. Protect the vulnerable. it’s a challenging but a rewarding journey.

If you’re contributing to Nostr, you’re helping build a censorship resistant platform where survivors can share their stories freely, no matter how powerful their abusers are. Their voices can endure here, offering strength and hope to others. This gives me great hope for the future.

Virginia Giuffre’s courage was a gift to the world. It was an honor to know and serve her. She will be deeply missed. My hope is that her story inspires others to take on the powerful.

@ 0fa80bd3:ea7325de

DAOs promised decentralization. They offered a system where every member could influence a project's direction, where money and power were transparently distributed, and decisions were made through voting. All of it recorded immutably on the blockchain, free from middlemen.

But something didn’t work out. In practice, most DAOs haven’t evolved into living, self-organizing organisms. They became something else: clubs where participation is unevenly distributed. Leaders remained - only now without formal titles. They hold influence through control over communications, task framing, and community dynamics. Centralization still exists, just wrapped in a new package.

But there's a second, less obvious problem. Crowds can’t create strategy. In DAOs, people vote for what "feels right to the majority." But strategy isn’t about what feels good - it’s about what’s necessary. Difficult, unpopular, yet forward-looking decisions often fail when put to a vote. A founder’s vision is a risk. But in healthy teams, it’s that risk that drives progress. In DAOs, risk is almost always diluted until it becomes something safe and vague.

Instead of empowering leaders, DAOs often neutralize them. This is why many DAOs resemble consensus machines. Everyone talks, debates, and participates, but very little actually gets done. One person says, “Let’s jump,” and five others respond, “Let’s discuss that first.” This dynamic might work for open forums, but not for action.

Decentralization works when there’s trust and delegation, not just voting. Until DAOs develop effective systems for assigning roles, taking ownership, and acting with flexibility, they will keep losing ground to old-fashioned startups led by charismatic founders with a clear vision.

We’ve seen this in many real-world cases. Take MakerDAO, one of the most mature and technically sophisticated DAOs. Its governance token (MKR) holders vote on everything from interest rates to protocol upgrades. While this has allowed for transparency and community involvement, the process is often slow and bureaucratic. Complex proposals stall. Strategic pivots become hard to implement. And in 2023, a controversial proposal to allocate billions to real-world assets passed only narrowly, after months of infighting - highlighting how vision and execution can get stuck in the mud of distributed governance.

On the other hand, Uniswap DAO, responsible for the largest decentralized exchange, raised governance participation only after launching a delegation system where token holders could choose trusted representatives. Still, much of the activity is limited to a small group of active contributors. The vast majority of token holders remain passive. This raises the question: is it really community-led, or just a formalized power structure with lower transparency?

Then there’s ConstitutionDAO, an experiment that went viral. It raised over $40 million in days to try and buy a copy of the U.S. Constitution. But despite the hype, the DAO failed to win the auction. Afterwards, it struggled with refund logistics, communication breakdowns, and confusion over governance. It was a perfect example of collective enthusiasm without infrastructure or planning - proof that a DAO can raise capital fast but still lack cohesion.

Not all efforts have failed. Projects like Gitcoin DAO have made progress by incentivizing small, individual contributions. Their quadratic funding mechanism rewards projects based on the number of contributors, not just the size of donations, helping to elevate grassroots initiatives. But even here, long-term strategy often falls back on a core group of organizers rather than broad community consensus.

The pattern is clear: when the stakes are low or the tasks are modular, DAOs can coordinate well. But when bold moves are needed—when someone has to take responsibility and act under uncertainty DAOs often freeze. In the name of consensus, they lose momentum.

That’s why the organization of the future can’t rely purely on decentralization. It must encourage individual initiative and the ability to take calculated risks. People need to see their contribution not just as a vote, but as a role with clear actions and expected outcomes. When the situation demands, they should be empowered to act first and present the results to the community afterwards allowing for both autonomy and accountability. That’s not a flaw in the system. It’s how real progress happens.

@ c066aac5:6a41a034

I’m drawn to extremities in art. The louder, the bolder, the more outrageous, the better. Bold art takes me out of the mundane into a whole new world where anything and everything is possible. Having grown up in the safety of the suburban midwest, I was a bit of a rebellious soul in search of the satiation that only came from the consumption of the outrageous. My inclination to find bold art draws me to NOSTR, because I believe NOSTR can be the place where the next generation of artistic pioneers go to express themselves. I also believe that as much as we are able, were should invite them to come create here.

My Background: A Small Side Story

My father was a professional gamer in the 80s, back when there was no money or glory in the avocation. He did get a bit of spotlight though after the fact: in the mid 2000’s there were a few parties making documentaries about that era of gaming as well as current arcade events (namely 2007’sChasing GhostsandThe King of Kong: A Fistful of Quarters). As a result of these documentaries, there was a revival in the arcade gaming scene. My family attended events related to the documentaries or arcade gaming and I became exposed to a lot of things I wouldn’t have been able to find. The producer ofThe King of Kong: A Fistful of Quarters had previously made a documentary calledNew York Dollwhich was centered around the life of bassist Arthur Kane. My 12 year old mind was blown: The New York Dolls were a glam-punk sensation dressed in drag. The music was from another planet. Johnny Thunders’ guitar playing was like Chuck Berry with more distortion and less filter. Later on I got to meet the Galaga record holder at the time, Phil Day, in Ottumwa Iowa. Phil is an Australian man of high intellect and good taste. He exposed me to great creators such as Nick Cave & The Bad Seeds, Shakespeare, Lou Reed, artists who created things that I had previously found inconceivable.

I believe this time period informed my current tastes and interests, but regrettably I think it also put coals on the fire of rebellion within. I stopped taking my parents and siblings seriously, the Christian faith of my family (which I now hold dearly to) seemed like a mundane sham, and I felt I couldn’t fit in with most people because of my avant-garde tastes. So I write this with the caveat that there should be a way to encourage these tastes in children without letting them walk down the wrong path. There is nothing inherently wrong with bold art, but I’d advise parents to carefully find ways to cultivate their children’s tastes without completely shutting them down and pushing them away as a result. My parents were very loving and patient during this time; I thank God for that.

With that out of the way, lets dive in to some bold artists:

Nicolas Cage: Actor

There is an excellent video by Wisecrack on Nicolas Cage that explains him better than I will, which I will linkhere. Nicolas Cage rejects the idea that good acting is tied to mere realism; all of his larger than life acting decisions are deliberate choices. When that clicked for me, I immediately realized the man is a genius. He borrows from Kabuki and German Expressionism, art forms that rely on exaggeration to get the message across. He has even created his own acting style, which he calls Nouveau Shamanic. He augments his imagination to go from acting to being. Rather than using the old hat of method acting, he transports himself to a new world mentally. The projects he chooses to partake in are based on his own interests or what he considers would be a challenge (making a bad script good for example). Thus it doesn’t matter how the end result comes out; he has already achieved his goal as an artist. Because of this and because certain directors don’t know how to use his talents, he has a noticeable amount of duds in his filmography. Dig around the duds, you’ll find some pure gold. I’d personally recommend the filmsPig, Joe, Renfield, and his Christmas film The Family Man.

Nick Cave: Songwriter

What a wild career this man has had! From the apocalyptic mayhem of his band The Birthday Party to the pensive atmosphere of his albumGhosteen, it seems like Nick Cave has tried everything. I think his secret sauce is that he’s always working. He maintains an excellent newsletter calledThe Red Hand Files, he has written screenplays such asLawless, he has written books, he has made great film scores such asThe Assassination of Jesse James by the Coward Robert Ford, the man is religiously prolific. I believe that one of the reasons he is prolific is that he’s not afraid to experiment. If he has an idea, he follows it through to completion. From the albumMurder Ballads(which is comprised of what the title suggests) to his rejected sequel toGladiator(Gladiator: Christ Killer), he doesn’t seem to be afraid to take anything on. This has led to some over the top works as well as some deeply personal works. Albums likeSkeleton TreeandGhosteenwere journeys through the grief of his son’s death. The Boatman’s Callis arguably a better break-up album than anything Taylor Swift has put out. He’s not afraid to be outrageous, he’s not afraid to offend, but most importantly he’s not afraid to be himself. Works I’d recommend include The Birthday Party’sLive 1981-82, Nick Cave & The Bad Seeds’The Boatman’s Call, and the filmLawless.

Jim Jarmusch: Director

I consider Jim’s films to be bold almost in an ironic sense: his works are bold in that they are, for the most part, anti-sensational. He has a rule that if his screenplays are criticized for a lack of action, he makes them even less eventful. Even with sensational settings his films feel very close to reality, and they demonstrate the beauty of everyday life. That's what is bold about his art to me: making the sensational grounded in reality while making everyday reality all the more special. Ghost Dog: The Way of the Samurai is about a modern-day African-American hitman who strictly follows the rules of the ancient Samurai, yet one can resonate with the humanity of a seemingly absurd character. Only Lovers Left Aliveis a vampire love story, but in the middle of a vampire romance one can see their their own relationships in a new deeply human light. Jim’s work reminds me that art reflects life, and that there is sacred beauty in seemingly mundane everyday life. I personally recommend his filmsPaterson,Down by Law, andCoffee and Cigarettes.

NOSTR: We Need Bold Art

NOSTR is in my opinion a path to a better future. In a world creeping slowly towards everything apps, I hope that the protocol where the individual owns their data wins over everything else. I love freedom and sovereignty. If NOSTR is going to win the race of everything apps, we need more than Bitcoin content. We need more than shirtless bros paying for bananas in foreign countries and exercising with girls who have seductive accents. Common people cannot see themselves in such a world. NOSTR needs to catch the attention of everyday people. I don’t believe that this can be accomplished merely by introducing more broadly relevant content; people are searching for content that speaks to them. I believe that NOSTR can and should attract artists of all kinds because NOSTR is one of the few places on the internet where artists can express themselves fearlessly. Getting zaps from NOSTR’s value-for-value ecosystem has far less friction than crowdfunding a creative project or pitching investors that will irreversibly modify an artist’s vision. Having a place where one can post their works without fear of censorship should be extremely enticing. Having a place where one can connect with fellow humans directly as opposed to a sea of bots should seem like the obvious solution. If NOSTR can become a safe haven for artists to express themselves and spread their work, I believe that everyday people will follow. The banker whose stressful job weighs on them will suddenly find joy with an original meme made by a great visual comedian. The programmer for a healthcare company who is drowning in hopeless mundanity could suddenly find a new lust for life by hearing the song of a musician who isn’t afraid to crowdfund their their next project by putting their lighting address on the streets of the internet. The excel guru who loves independent film may find that NOSTR is the best way to support non corporate movies. My closing statement: continue to encourage the artists in your life as I’m sure you have been, but while you’re at it give them the purple pill. You may very well be a part of building a better future.

@ 84da1875:0088fe3c

O mundo do entretenimento digital está em constante evolução, e o 90PMBET surge como uma das plataformas mais promissoras para quem busca diversão, praticidade e uma experiência envolvente. Com uma interface moderna, ampla variedade de jogos e suporte eficiente, o 90PMBET conquista cada vez mais jogadores brasileiros que desejam explorar novas formas de lazer online com total segurança e acessibilidade.

Conheça a Plataforma 90PMBET A proposta do 90PMBET é simples e objetiva: oferecer um ambiente online completo, onde o usuário pode aproveitar diferentes modalidades de jogos com total comodidade. A plataforma é totalmente otimizada para dispositivos móveis e computadores, garantindo uma navegação fluida e intuitiva em qualquer tela. Desde o primeiro acesso, é possível perceber o cuidado com a experiência do usuário — os menus são bem organizados, as categorias são de fácil acesso e todas as funções principais estão a poucos cliques de distância.

Outro ponto que merece destaque é a segurança. O 90pmbetadota tecnologias avançadas de proteção de dados, como criptografia SSL e autenticação de conta, garantindo que os dados dos usuários estejam protegidos o tempo todo. Além disso, os métodos de pagamento são diversificados e incluem as opções mais populares entre os brasileiros, como PIX, transferência bancária e carteiras digitais.

Variedade de Jogos para Todos os Gostos Um dos maiores atrativos do 90PMBET é a impressionante seleção de jogos disponíveis. A plataforma reúne títulos desenvolvidos pelos principais estúdios do mercado, o que garante qualidade gráfica, boa jogabilidade e mecânicas justas.

Entre os jogos mais populares, destacam-se:

Slots modernos com temáticas variadas, efeitos visuais marcantes e rodadas bônus;

Jogos ao vivo que permitem uma experiência imersiva e interativa com apresentadores reais;

Jogos de mesa tradicionais, como roleta, blackjack e pôquer, em versões otimizadas para o ambiente digital;

Apostas esportivas, com cobertura de eventos nacionais e internacionais em diferentes modalidades, incluindo futebol, basquete e eSports.

Independentemente do estilo de jogo preferido, o 90PMBET oferece opções para todos os perfis de jogadores — desde os mais estratégicos até os que preferem partidas rápidas e dinâmicas.

Uma Experiência do Jogador Realmente Diferenciada A experiência do jogador no 90PMBET é marcada por praticidade, suporte de qualidade e constantes oportunidades de bônus e promoções. A equipe de atendimento está disponível 24 horas por dia, 7 dias por semana, por meio de chat ao vivo e e-mail, sempre pronta para solucionar dúvidas e oferecer suporte técnico.

Outro diferencial é o sistema de recompensas e promoções diárias, que valoriza tanto os novos jogadores quanto os usuários mais antigos. Bônus de boas-vindas, giros gratuitos, cashback e torneios semanais são apenas alguns exemplos das vantagens oferecidas pela plataforma.

Além disso, o 90PMBET promove um ambiente responsável, com ferramentas de controle de tempo de jogo e limites de depósito, ajudando os usuários a manterem uma relação saudável com o entretenimento online.

Conclusão O 90PMBET é mais do que apenas uma plataforma de jogos — é um verdadeiro centro de entretenimento digital pensado para o público brasileiro. Com sua estrutura moderna, ampla variedade de opções, promoções atrativas e foco total na experiência do usuário, o 90PMBET se firma como uma das melhores escolhas para quem busca diversão e emoção no mundo virtual.

Se você ainda não conhece, essa é a hora perfeita para explorar o universo de possibilidades que o 90PMBET tem a oferecer. A diversão está a apenas um clique de distância!

@ b99efe77:f3de3616

🚦Traffic Light Control System🚦

This Petri net represents a traffic control protocol ensuring that two traffic lights alternate safely and are never both green at the same time.

petrinet ;start () -> greenLight1 redLight2 ;toRed1 greenLight1 -> queue redLight1 ;toGreen2 redLight2 queue -> greenLight2 ;toGreen1 queue redLight1 -> greenLight1 ;toRed2 greenLight2 -> redLight2 queue ;stop redLight1 queue redLight2 -> ()

@ b99efe77:f3de3616

🚦Traffic Light Control System🚦

This Petri net represents a traffic control protocol ensuring that two traffic lights alternate safely and are never both green at the same time.

petrinet ;start () -> greenLight1 redLight2 ;toRed1 greenLight1 -> queue redLight1 ;toGreen2 redLight2 queue -> greenLight2 ;toGreen1 queue redLight1 -> greenLight1 ;toRed2 greenLight2 -> redLight2 queue ;stop redLight1 queue redLight2 -> ()

@ 2b24a1fa:17750f64

https://soundcloud.com/radiomuenchen/helge-buttkereit-medienkritik-als-trotziger-idealismus-teil-2?

@ 5d4b6c8d:8a1c1ee3

Using a discussion style post to get better formatting on the nostr cross-post.

The Fed Leaves Fed Funds Rate at 4.5% as Economic Storm Clouds Gather

by Ryan McMaken

The Fed is now hemmed in by a rising risk of stagflation. It doesn’t know where the economy is headed, or is unwilling to take a position. At this point, “hope for the best” is Fed policy.

originally posted at https://stacker.news/items/975059

@ 21335073:a244b1ad

Warning: This piece contains a conversation about difficult topics. Please proceed with caution.

TL;DR please educate your children about online safety.

Julian Assange wrote in his 2012 book Cypherpunks, “This book is not a manifesto. There isn’t time for that. This book is a warning.” I read it a few times over the past summer. Those opening lines definitely stood out to me. I wish we had listened back then. He saw something about the internet that few had the ability to see. There are some individuals who are so close to a topic that when they speak, it’s difficult for others who aren’t steeped in it to visualize what they’re talking about. I didn’t read the book until more recently. If I had read it when it came out, it probably would have sounded like an unknown foreign language to me. Today it makes more sense.

This isn’t a manifesto. This isn’t a book. There is no time for that. It’s a warning and a possible solution from a desperate and determined survivor advocate who has been pulling and unraveling a thread for a few years. At times, I feel too close to this topic to make any sense trying to convey my pathway to my conclusions or thoughts to the general public. My hope is that if nothing else, I can convey my sense of urgency while writing this. This piece is a watchman’s warning.

When a child steps online, they are walking into a new world. A new reality. When you hand a child the internet, you are handing them possibilities—good, bad, and ugly. This is a conversation about lowering the potential of negative outcomes of stepping into that new world and how I came to these conclusions. I constantly compare the internet to the road. You wouldn’t let a young child run out into the road with no guidance or safety precautions. When you hand a child the internet without any type of guidance or safety measures, you are allowing them to play in rush hour, oncoming traffic. “Look left, look right for cars before crossing.” We almost all have been taught that as children. What are we taught as humans about safety before stepping into a completely different reality like the internet? Very little.

I could never really figure out why many folks in tech, privacy rights activists, and hackers seemed so cold to me while talking about online child sexual exploitation. I always figured that as a survivor advocate for those affected by these crimes, that specific, skilled group of individuals would be very welcoming and easy to talk to about such serious topics. I actually had one hacker laugh in my face when I brought it up while I was looking for answers. I thought maybe this individual thought I was accusing them of something I wasn’t, so I felt bad for asking. I was constantly extremely disappointed and would ask myself, “Why don’t they care? What could I say to make them care more? What could I say to make them understand the crisis and the level of suffering that happens as a result of the problem?”

I have been serving minor survivors of online child sexual exploitation for years. My first case serving a survivor of this specific crime was in 2018—a 13-year-old girl sexually exploited by a serial predator on Snapchat. That was my first glimpse into this side of the internet. I won a national award for serving the minor survivors of Twitter in 2023, but I had been working on that specific project for a few years. I was nominated by a lawyer representing two survivors in a legal battle against the platform. I’ve never really spoken about this before, but at the time it was a choice for me between fighting Snapchat or Twitter. I chose Twitter—or rather, Twitter chose me. I heard about the story of John Doe #1 and John Doe #2, and I was so unbelievably broken over it that I went to war for multiple years. I was and still am royally pissed about that case. As far as I was concerned, the John Doe #1 case proved that whatever was going on with corporate tech social media was so out of control that I didn’t have time to wait, so I got to work. It was reading the messages that John Doe #1 sent to Twitter begging them to remove his sexual exploitation that broke me. He was a child begging adults to do something. A passion for justice and protecting kids makes you do wild things. I was desperate to find answers about what happened and searched for solutions. In the end, the platform Twitter was purchased. During the acquisition, I just asked Mr. Musk nicely to prioritize the issue of detection and removal of child sexual exploitation without violating digital privacy rights or eroding end-to-end encryption. Elon thanked me multiple times during the acquisition, made some changes, and I was thanked by others on the survivors’ side as well.

I still feel that even with the progress made, I really just scratched the surface with Twitter, now X. I left that passion project when I did for a few reasons. I wanted to give new leadership time to tackle the issue. Elon Musk made big promises that I knew would take a while to fulfill, but mostly I had been watching global legislation transpire around the issue, and frankly, the governments are willing to go much further with X and the rest of corporate tech than I ever would. My work begging Twitter to make changes with easier reporting of content, detection, and removal of child sexual exploitation material—without violating privacy rights or eroding end-to-end encryption—and advocating for the minor survivors of the platform went as far as my principles would have allowed. I’m grateful for that experience. I was still left with a nagging question: “How did things get so bad with Twitter where the John Doe #1 and John Doe #2 case was able to happen in the first place?” I decided to keep looking for answers. I decided to keep pulling the thread.

I never worked for Twitter. This is often confusing for folks. I will say that despite being disappointed in the platform’s leadership at times, I loved Twitter. I saw and still see its value. I definitely love the survivors of the platform, but I also loved the platform. I was a champion of the platform’s ability to give folks from virtually around the globe an opportunity to speak and be heard.

I want to be clear that John Doe #1 really is my why. He is the inspiration. I am writing this because of him. He represents so many globally, and I’m still inspired by his bravery. One child’s voice begging adults to do something—I’m an adult, I heard him. I’d go to war a thousand more lifetimes for that young man, and I don’t even know his name. Fighting has been personally dark at times; I’m not even going to try to sugarcoat it, but it has been worth it.

The data surrounding the very real crime of online child sexual exploitation is available to the public online at any time for anyone to see. I’d encourage you to go look at the data for yourself. I believe in encouraging folks to check multiple sources so that you understand the full picture. If you are uncomfortable just searching around the internet for information about this topic, use the terms “CSAM,” “CSEM,” “SG-CSEM,” or “AI Generated CSAM.” The numbers don’t lie—it’s a nightmare that’s out of control. It’s a big business. The demand is high, and unfortunately, business is booming. Organizations collect the data, tech companies often post their data, governments report frequently, and the corporate press has covered a decent portion of the conversation, so I’m sure you can find a source that you trust.

Technology is changing rapidly, which is great for innovation as a whole but horrible for the crime of online child sexual exploitation. Those wishing to exploit the vulnerable seem to be adapting to each technological change with ease. The governments are so far behind with tackling these issues that as I’m typing this, it’s borderline irrelevant to even include them while speaking about the crime or potential solutions. Technology is changing too rapidly, and their old, broken systems can’t even dare to keep up. Think of it like the governments’ “War on Drugs.” Drugs won. In this case as well, the governments are not winning. The governments are talking about maybe having a meeting on potentially maybe having legislation around the crimes. The time to have that meeting would have been many years ago. I’m not advocating for governments to legislate our way out of this. I’m on the side of educating and innovating our way out of this.

I have been clear while advocating for the minor survivors of corporate tech platforms that I would not advocate for any solution to the crime that would violate digital privacy rights or erode end-to-end encryption. That has been a personal moral position that I was unwilling to budge on. This is an extremely unpopular and borderline nonexistent position in the anti-human trafficking movement and online child protection space. I’m often fearful that I’m wrong about this. I have always thought that a better pathway forward would have been to incentivize innovation for detection and removal of content. I had no previous exposure to privacy rights activists or Cypherpunks—actually, I came to that conclusion by listening to the voices of MENA region political dissidents and human rights activists. After developing relationships with human rights activists from around the globe, I realized how important privacy rights and encryption are for those who need it most globally. I was simply unwilling to give more power, control, and opportunities for mass surveillance to big abusers like governments wishing to enslave entire nations and untrustworthy corporate tech companies to potentially end some portion of abuses online. On top of all of it, it has been clear to me for years that all potential solutions outside of violating digital privacy rights to detect and remove child sexual exploitation online have not yet been explored aggressively. I’ve been disappointed that there hasn’t been more of a conversation around preventing the crime from happening in the first place.

What has been tried is mass surveillance. In China, they are currently under mass surveillance both online and offline, and their behaviors are attached to a social credit score. Unfortunately, even on state-run and controlled social media platforms, they still have child sexual exploitation and abuse imagery pop up along with other crimes and human rights violations. They also have a thriving black market online due to the oppression from the state. In other words, even an entire loss of freedom and privacy cannot end the sexual exploitation of children online. It’s been tried. There is no reason to repeat this method.

It took me an embarrassingly long time to figure out why I always felt a slight coldness from those in tech and privacy-minded individuals about the topic of child sexual exploitation online. I didn’t have any clue about the “Four Horsemen of the Infocalypse.” This is a term coined by Timothy C. May in 1988. I would have been a child myself when he first said it. I actually laughed at myself when I heard the phrase for the first time. I finally got it. The Cypherpunks weren’t wrong about that topic. They were so spot on that it is borderline uncomfortable. I was mad at first that they knew that early during the birth of the internet that this issue would arise and didn’t address it. Then I got over it because I realized that it wasn’t their job. Their job was—is—to write code. Their job wasn’t to be involved and loving parents or survivor advocates. Their job wasn’t to educate children on internet safety or raise awareness; their job was to write code.

They knew that child sexual abuse material would be shared on the internet. They said what would happen—not in a gleeful way, but a prediction. Then it happened.

I equate it now to a concrete company laying down a road. As you’re pouring the concrete, you can say to yourself, “A terrorist might travel down this road to go kill many, and on the flip side, a beautiful child can be born in an ambulance on this road.” Who or what travels down the road is not their responsibility—they are just supposed to lay the concrete. I’d never go to a concrete pourer and ask them to solve terrorism that travels down roads. Under the current system, law enforcement should stop terrorists before they even make it to the road. The solution to this specific problem is not to treat everyone on the road like a terrorist or to not build the road.

So I understand the perceived coldness from those in tech. Not only was it not their job, but bringing up the topic was seen as the equivalent of asking a free person if they wanted to discuss one of the four topics—child abusers, terrorists, drug dealers, intellectual property pirates, etc.—that would usher in digital authoritarianism for all who are online globally.

Privacy rights advocates and groups have put up a good fight. They stood by their principles. Unfortunately, when it comes to corporate tech, I believe that the issue of privacy is almost a complete lost cause at this point. It’s still worth pushing back, but ultimately, it is a losing battle—a ticking time bomb.

I do think that corporate tech providers could have slowed down the inevitable loss of privacy at the hands of the state by prioritizing the detection and removal of CSAM when they all started online. I believe it would have bought some time, fewer would have been traumatized by that specific crime, and I do believe that it could have slowed down the demand for content. If I think too much about that, I’ll go insane, so I try to push the “if maybes” aside, but never knowing if it could have been handled differently will forever haunt me. At night when it’s quiet, I wonder what I would have done differently if given the opportunity. I’ll probably never know how much corporate tech knew and ignored in the hopes that it would go away while the problem continued to get worse. They had different priorities. The most voiceless and vulnerable exploited on corporate tech never had much of a voice, so corporate tech providers didn’t receive very much pushback.

Now I’m about to say something really wild, and you can call me whatever you want to call me, but I’m going to say what I believe to be true. I believe that the governments are either so incompetent that they allowed the proliferation of CSAM online, or they knowingly allowed the problem to fester long enough to have an excuse to violate privacy rights and erode end-to-end encryption. The US government could have seized the corporate tech providers over CSAM, but I believe that they were so useful as a propaganda arm for the regimes that they allowed them to continue virtually unscathed.

That season is done now, and the governments are making the issue a priority. It will come at a high cost. Privacy on corporate tech providers is virtually done as I’m typing this. It feels like a death rattle. I’m not particularly sure that we had much digital privacy to begin with, but the illusion of a veil of privacy feels gone.

To make matters slightly more complex, it would be hard to convince me that once AI really gets going, digital privacy will exist at all.

I believe that there should be a conversation shift to preserving freedoms and human rights in a post-privacy society.

I don’t want to get locked up because AI predicted a nasty post online from me about the government. I’m not a doomer about AI—I’m just going to roll with it personally. I’m looking forward to the positive changes that will be brought forth by AI. I see it as inevitable. A bit of privacy was helpful while it lasted. Please keep fighting to preserve what is left of privacy either way because I could be wrong about all of this.

On the topic of AI, the addition of AI to the horrific crime of child sexual abuse material and child sexual exploitation in multiple ways so far has been devastating. It’s currently out of control. The genie is out of the bottle. I am hopeful that innovation will get us humans out of this, but I’m not sure how or how long it will take. We must be extremely cautious around AI legislation. It should not be illegal to innovate even if some bad comes with the good. I don’t trust that the governments are equipped to decide the best pathway forward for AI. Source: the entire history of the government.

I have been personally negatively impacted by AI-generated content. Every few days, I get another alert that I’m featured again in what’s called “deep fake pornography” without my consent. I’m not happy about it, but what pains me the most is the thought that for a period of time down the road, many globally will experience what myself and others are experiencing now by being digitally sexually abused in this way. If you have ever had your picture taken and posted online, you are also at risk of being exploited in this way. Your child’s image can be used as well, unfortunately, and this is just the beginning of this particular nightmare. It will move to more realistic interpretations of sexual behaviors as technology improves. I have no brave words of wisdom about how to deal with that emotionally. I do have hope that innovation will save the day around this specific issue. I’m nervous that everyone online will have to ID verify due to this issue. I see that as one possible outcome that could help to prevent one problem but inadvertently cause more problems, especially for those living under authoritarian regimes or anyone who needs to remain anonymous online. A zero-knowledge proof (ZKP) would probably be the best solution to these issues. There are some survivors of violence and/or sexual trauma who need to remain anonymous online for various reasons. There are survivor stories available online of those who have been abused in this way. I’d encourage you seek out and listen to their stories.

There have been periods of time recently where I hesitate to say anything at all because more than likely AI will cover most of my concerns about education, awareness, prevention, detection, and removal of child sexual exploitation online, etc.

Unfortunately, some of the most pressing issues we’ve seen online over the last few years come in the form of “sextortion.” Self-generated child sexual exploitation (SG-CSEM) numbers are continuing to be terrifying. I’d strongly encourage that you look into sextortion data. AI + sextortion is also a huge concern. The perpetrators are using the non-sexually explicit images of children and putting their likeness on AI-generated child sexual exploitation content and extorting money, more imagery, or both from minors online. It’s like a million nightmares wrapped into one. The wild part is that these issues will only get more pervasive because technology is harnessed to perpetuate horror at a scale unimaginable to a human mind.

Even if you banned phones and the internet or tried to prevent children from accessing the internet, it wouldn’t solve it. Child sexual exploitation will still be with us until as a society we start to prevent the crime before it happens. That is the only human way out right now.

There is no reset button on the internet, but if I could go back, I’d tell survivor advocates to heed the warnings of the early internet builders and to start education and awareness campaigns designed to prevent as much online child sexual exploitation as possible. The internet and technology moved quickly, and I don’t believe that society ever really caught up. We live in a world where a child can be groomed by a predator in their own home while sitting on a couch next to their parents watching TV. We weren’t ready as a species to tackle the fast-paced algorithms and dangers online. It happened too quickly for parents to catch up. How can you parent for the ever-changing digital world unless you are constantly aware of the dangers?

I don’t think that the internet is inherently bad. I believe that it can be a powerful tool for freedom and resistance. I’ve spoken a lot about the bad online, but there is beauty as well. We often discuss how victims and survivors are abused online; we rarely discuss the fact that countless survivors around the globe have been able to share their experiences, strength, hope, as well as provide resources to the vulnerable. I do question if giving any government or tech company access to censorship, surveillance, etc., online in the name of serving survivors might not actually impact a portion of survivors negatively. There are a fair amount of survivors with powerful abusers protected by governments and the corporate press. If a survivor cannot speak to the press about their abuse, the only place they can go is online, directly or indirectly through an independent journalist who also risks being censored. This scenario isn’t hard to imagine—it already happened in China. During #MeToo, a survivor in China wanted to post their story. The government censored the post, so the survivor put their story on the blockchain. I’m excited that the survivor was creative and brave, but it’s terrifying to think that we live in a world where that situation is a necessity.

I believe that the future for many survivors sharing their stories globally will be on completely censorship-resistant and decentralized protocols. This thought in particular gives me hope. When we listen to the experiences of a diverse group of survivors, we can start to understand potential solutions to preventing the crimes from happening in the first place.

My heart is broken over the gut-wrenching stories of survivors sexually exploited online. Every time I hear the story of a survivor, I do think to myself quietly, “What could have prevented this from happening in the first place?” My heart is with survivors.

My head, on the other hand, is full of the understanding that the internet should remain free. The free flow of information should not be stopped. My mind is with the innocent citizens around the globe that deserve freedom both online and offline.

The problem is that governments don’t only want to censor illegal content that violates human rights—they create legislation that is so broad that it can impact speech and privacy of all. “Don’t you care about the kids?” Yes, I do. I do so much that I’m invested in finding solutions. I also care about all citizens around the globe that deserve an opportunity to live free from a mass surveillance society. If terrorism happens online, I should not be punished by losing my freedom. If drugs are sold online, I should not be punished. I’m not an abuser, I’m not a terrorist, and I don’t engage in illegal behaviors. I refuse to lose freedom because of others’ bad behaviors online.

I want to be clear that on a long enough timeline, the governments will decide that they can be better parents/caregivers than you can if something isn’t done to stop minors from being sexually exploited online. The price will be a complete loss of anonymity, privacy, free speech, and freedom of religion online. I find it rather insulting that governments think they’re better equipped to raise children than parents and caretakers.

So we can’t go backwards—all that we can do is go forward. Those who want to have freedom will find technology to facilitate their liberation. This will lead many over time to decentralized and open protocols. So as far as I’m concerned, this does solve a few of my worries—those who need, want, and deserve to speak freely online will have the opportunity in most countries—but what about online child sexual exploitation?

When I popped up around the decentralized space, I was met with the fear of censorship. I’m not here to censor you. I don’t write code. I couldn’t censor anyone or any piece of content even if I wanted to across the internet, no matter how depraved. I don’t have the skills to do that.

I’m here to start a conversation. Freedom comes at a cost. You must always fight for and protect your freedom. I can’t speak about protecting yourself from all of the Four Horsemen because I simply don’t know the topics well enough, but I can speak about this one topic.

If there was a shortcut to ending online child sexual exploitation, I would have found it by now. There isn’t one right now. I believe that education is the only pathway forward to preventing the crime of online child sexual exploitation for future generations.

I propose a yearly education course for every child of all school ages, taught as a standard part of the curriculum. Ideally, parents/caregivers would be involved in the education/learning process.

Course: - The creation of the internet and computers - The fight for cryptography - The tech supply chain from the ground up (example: human rights violations in the supply chain) - Corporate tech - Freedom tech - Data privacy - Digital privacy rights - AI (history-current) - Online safety (predators, scams, catfishing, extortion) - Bitcoin - Laws - How to deal with online hate and harassment - Information on who to contact if you are being abused online or offline - Algorithms - How to seek out the truth about news, etc., online

The parents/caregivers, homeschoolers, unschoolers, and those working to create decentralized parallel societies have been an inspiration while writing this, but my hope is that all children would learn this course, even in government ran schools. Ideally, parents would teach this to their own children.

The decentralized space doesn’t want child sexual exploitation to thrive. Here’s the deal: there has to be a strong prevention effort in order to protect the next generation. The internet isn’t going anywhere, predators aren’t going anywhere, and I’m not down to let anyone have the opportunity to prove that there is a need for more government. I don’t believe that the government should act as parents. The governments have had a chance to attempt to stop online child sexual exploitation, and they didn’t do it. Can we try a different pathway forward?

I’d like to put myself out of a job. I don’t want to ever hear another story like John Doe #1 ever again. This will require work. I’ve often called online child sexual exploitation the lynchpin for the internet. It’s time to arm generations of children with knowledge and tools. I can’t do this alone.

Individuals have fought so that I could have freedom online. I want to fight to protect it. I don’t want child predators to give the government any opportunity to take away freedom. Decentralized spaces are as close to a reset as we’ll get with the opportunity to do it right from the start. Start the youth off correctly by preventing potential hazards to the best of your ability.

The good news is anyone can work on this! I’d encourage you to take it and run with it. I added the additional education about the history of the internet to make the course more educational and fun. Instead of cleaning up generations of destroyed lives due to online sexual exploitation, perhaps this could inspire generations of those who will build our futures. Perhaps if the youth is armed with knowledge, they can create more tools to prevent the crime.

This one solution that I’m suggesting can be done on an individual level or on a larger scale. It should be adjusted depending on age, learning style, etc. It should be fun and playful.

This solution does not address abuse in the home or some of the root causes of offline child sexual exploitation. My hope is that it could lead to some survivors experiencing abuse in the home an opportunity to disclose with a trusted adult. The purpose for this solution is to prevent the crime of online child sexual exploitation before it occurs and to arm the youth with the tools to contact safe adults if and when it happens.

In closing, I went to hell a few times so that you didn’t have to. I spoke to the mothers of survivors of minors sexually exploited online—their tears could fill rivers. I’ve spoken with political dissidents who yearned to be free from authoritarian surveillance states. The only balance that I’ve found is freedom online for citizens around the globe and prevention from the dangers of that for the youth. Don’t slow down innovation and freedom. Educate, prepare, adapt, and look for solutions.

I’m not perfect and I’m sure that there are errors in this piece. I hope that you find them and it starts a conversation.

@ 57d1a264:69f1fee1

Safe Bits & Self Custody Tips

The journey of onboarding a user and create a bitcoin multiSig setup begins far before opening a desktop like Bitcoin Safe (BS) or any other similar application. Bitcoin Safe seems designed for families and people that want to start exploring and learning about multiSig setup. The need for such application and use of it could go much further, defining best practices for private organizations that aim to custody bitcoin in a private and anonymous way, following and enjoy the values and standards bitcoin has been built for.

Intro

Organizations and small private groups like families, family offices and solopreneurs operating on a bitcoin standard will have the need to keep track of transactions and categorize them to keep the books in order. A part of our efforts will be spent ensuring accessibility standards are in place for everyone to use Bitcoin Safe with comfort and safety.

We aim with this project to bring together the three Designathon ideas below: - Bitcoin Safe: improve its overall design and usability. - No User Left Behind: improve Bitcoin Safe accessibility. - Self-custody guidelines for organizations: How Bitcoin Safe can be used by private organization following best self-custody practices.

We are already halfway of the first week, and here below the progress made so far.

Designing an icon Set for Bitcoin Safe

One of the noticeable things when using BS is the inconsistency of the icons, not just in colors and shapes, but also the way are used. The desktop app try to have a clean design that incorporate with all OS (Win, macOS, Linux) and for this reason it's hard to define when a system default icon need to be used or if a custom one can be applied instead. The use of QT Ui framework for python apps help to respond to these questions. It also incorporates and brig up dome default settings that aren't easily overwritten.

Here below you can see the current version of BS:

Defining a more strict color palette for Bitcoin Safe was the first thing!

How much the icons affect accessibility? How they can help users to reach the right functionality? I took the challenge and, with PenPot.app, redesigned the icons based on the grid defined in the https://bitcoinicons.com/ and proposing the implementation of it to have a cleaner and more consistent look'n feel, at least for the icons now.

What's next

I personally look forward to seeing these icons implemented soon in Bitcoin Safe interface. In the meantime, we'll focus on delivering an accessibility audit and evaluate options to see how BS could be used by private organizations aiming to become financially sovereign with self-custody or more complex bitcoin multiSig setups.

One of the greatest innovations BS is bringing to us is the ability to sync the multiSig wallets, including PBST, Categories and labels, through the nostr decentralized protocol, making current key custodial services somehow obsolete. Second-coolest feature that this nostr implementation brings is the ability to have a build-in private chat that connect and enable the various signers of a multiSig to communicate and sign transactions remotely. Where have you seen something like this before?

Categories UX and redesign is also considered in this project. We'll try to understand how to better serve this functionality to you, the user, really soon.

Stay tuned!

originally posted at https://stacker.news/items/974488

@ bbef5093:71228592

Google három fejlett atomerőmű-fejlesztését finanszírozza

A Google megállapodást kötött az amerikai Elementl Power nevű nukleáris projektfejlesztő céggel, hogy legalább három, egyenként 600 MW kapacitású fejlett atomerőmű fejlesztését finanszírozza az Egyesült Államokban. Ezek a projektek a Google és más nagy technológiai cégek növekvő energiaigényét szolgálják ki, különösen az adatközpontok és a mesterséges intelligencia (AI) miatt[7][10][19][16]. A Google a fejlesztés korai szakaszában biztosít tőkét, a projektek befejezése után pedig lehetősége lesz az ott termelt villamos energia megvásárlására. A pontos helyszíneket és a megállapodás pénzügyi részleteit egyelőre nem hozták nyilvánosságra[10][19][16].

A Google célja, hogy működését 24/7, azaz folyamatosan elérhető, szén-dioxid-mentes energiával lássa el, és ezzel hozzájáruljon az elektromos hálózatok stabilitásához is[10][19][6]. Az Elementl Power technológia-semleges, vagyis még nem döntötték el, milyen típusú reaktort használnak, hanem a fejlesztésben legelőrébb járó technológiát választják majd a kivitelezés idején[10][19][16].

Big Tech és az atomenergia: trendek

A Google mellett más nagy technológiai cégek, például a Microsoft, az Amazon és az Oracle is elkötelezettek az atomenergia mellett, hogy adatközpontjaik számára megbízható, alacsony szén-dioxid-kibocsátású áramot biztosítsanak[15][11][20]. A Google például a Kairos Power nevű céggel is együttműködik kis moduláris reaktorok (SMR) fejlesztésében, amelyek első példányai 2030 körül állhatnak üzembe[1][2][3][17][8]. Az SMR-ek előnye, hogy gyorsabban és olcsóbban telepíthetők, mint a hagyományos nagy atomerőművek, és rugalmasabban illeszthetők az energiaigényekhez[2][3][1].

Pallas kutatóreaktor Hollandiában

Hollandiában befejezték az új Pallas kutatóreaktor alapozását és munkagödrét, ami jelentős mérföldkő a projektben. A reaktor az orvosi radioizotópok előállításában játszik majd kulcsszerepet, több millió beteg ellátását biztosítva világszerte, főként daganatos és szív-érrendszeri betegségek diagnosztikájában és terápiájában. A Pallas reaktor a jelenlegi, 1961 óta működő High-Flux Reactort (HFR) fogja felváltani[forrás: eredeti szöveg].

Finn SMR fejlesztés: demonstrációs üzem

A finn Steady Energy vállalat nem-nukleáris demonstrációs üzemet épít a helsinki Salmisaari B széntüzelésű erőmű helyén, hogy bemutassa LDR-50 típusú kis moduláris reaktorának (SMR) alkalmasságát távhőtermelésre. A projekt célja, hogy a fosszilis energiahordozókat alacsony kibocsátású technológiával váltsa fel a városi távhőrendszerekben[forrás: eredeti szöveg].

Urán és nukleáris üzemanyag: amerikai fejlesztések

Az amerikai Uranium Energy Corp (UEC) és a Radiant Industries megállapodást kötött amerikai eredetű urán szállításáról, hogy támogassák a Radiant Kaleidos mikroraktorok elterjedését. Ezek a mikroraktorok 1 MW teljesítményűek, szállíthatók, és 2028-tól kezdődhet a kereskedelmi alkalmazásuk[forrás: eredeti szöveg].

A Global Laser Enrichment (GLE) Észak-Karolinában megkezdte a harmadik generációs, lézeralapú Silex urándúsítási technológia demonstrációs tesztjeit. Ez a technológia nagyobb hatékonyságot, alacsonyabb költségeket és rugalmasabb üzemanyaggyártást ígér a jövő atomerőművei számára. A GLE célja, hogy 2028-tól kereskedelmi üzembe helyezze az új dúsítóüzemet Kentuckyban[forrás: eredeti szöveg].

Egyéb hírek röviden

• Az Egyesült Államokban befejezték az ITER szupra­vezető mágnesének utolsó moduljának tesztelését, amely kulcsfontosságú a franciaországi fúziós kísérleti reaktorban.
• Ausztráliában a nukleáris energia bevezetését szorgalmazza egy lobbicsoport, bár jelenleg törvény tiltja az atomerőművek építését.
• Csehországban, a Dukovany atomerőmű bővítésével kapcsolatos szerződéseket írtak alá dél-koreai cégekkel, egy francia bírósági tiltás ellenére.
• 2025 júniusában Zágrábban rendezik meg a European Nuclear Young Generation Forumot, amely a fiatal nukleáris szakemberek legnagyobb európai találkozója lesz[forrás: eredeti szöveg].

---

Hivatkozások:[1][2][3][7][10][16][19] – Google és nukleáris projektek[15][11][20] – Big Tech trendek
További részletek a többi témáról az eredeti szövegben találhatók.

Hivatkozások: [1] A Google 7 atomreaktor megépítését támogatja az MI ... - itbusiness https://itbusiness.hu/technology/aktualis-lapszam/strategy/google-reaktor/ [2] Google új generációs atomreaktorokból vásárol áramot - DinaMix https://dinamix.hu/google-uj-generacios-atomreaktorokbol-vasarol-aramot/ [3] A Google moduláris atomreaktorokat vásárol a saját energiaellátására https://gyartastrend.hu/cikk/a-google-modularis-atomreaktorokat-vasarol-a-sajat-energiaellatasara [4] Az atom vonzza a befektetőket - Atombiztos Blog https://www.atombiztos.org/2025/05/05/az-atom-vonzza-a-befektetoket/125967/ [5] Máris trükköznek az AI-óriások, csak több áramuk legyen https://www.szabadeuropa.hu/a/maris-trukkoznek-az-ai-oriasok-csak-tobb-aramuk-legyen/33167550.html [6] 24/7 Clean Energy – Data Centers - Google https://www.google.com/about/datacenters/cleanenergy/ [7] Google agrees to fund three US nuclear power plants https://business.inquirer.net/524307/google-agrees-to-fund-three-us-nuclear-power-plants [8] Atomreaktorok építését rendelte meg a Google - Telex https://telex.hu/gazdasag/2024/10/14/google-kairos-atomeromu [9] Operating sustainably - Google Data Centers https://datacenters.google/operating-sustainably [10] Google To Commit Funding For Three Advanced Nuclear Power ... https://www.nucnet.org/news/google-to-commit-funding-for-three-advanced-nuclear-power-projects-5-4-2025 [11] Az atomenergia mellett tette le a voksát több technológiai óriás https://www.vg.hu/nemzetkozi-gazdasag/2025/03/atomenergia-technologiai-orias [12] 24/7 Carbon-free Energy Explained - Eavor Technologies https://eavor.com/blog/24-7-carbon-free-energy-explained/ [13] Google agrees to fund the development of three new nuclear sites https://www.reddit.com/r/nuclear/comments/1kh2s7t/google_agrees_to_fund_the_development_of_three/ [14] Téma: Új atomerőművet építtet magának a Google - PC Fórum https://pcforum.hu/tarsalgo/154783/uj-atomeromuvet-epittet-maganak-a-google-nem-is-egyet-hanem-mindjart-harmat [15] Big Tech has cozied up to nuclear energy - The Verge https://www.theverge.com/2024/10/5/24261405/google-microsoft-amazon-tech-data-center-nuclear-energy [16] Google to back development of 3 nuclear sites on data center push https://nypost.com/2025/05/07/business/google-to-back-development-of-3-nuclear-sites-on-data-center-push/ [17] Moduláris atomreaktorokból vásárol energiát a Google - HWSW https://www.hwsw.hu/hirek/68282/google-kairospower-atomreaktor-energia-aram.html [18] What is 24/7 carbon-free energy? - Baseload Capital https://www.baseloadcap.com/what-is-24-7-carbon-free-energy/ [19] Google to fund development of three nuclear power sites https://www.world-nuclear-news.org/articles/google-to-fund-elementl-to-prepare-three-nuclear-power-sites [20] Óriáscégek álltak a nukleáris reneszánsz élére - Világgazdaság http://www.vg.hu/nemzetkozi-gazdasag/2025/03/nuklearis-energia-amazon-google

@ a008def1:57a3564d

A Vision for #GitViaNostr

Git has long been the standard for version control in software development, but over time, we has lost its distributed nature. Originally, Git used open, permissionless email for collaboration, which worked well at scale. However, the rise of GitHub and its centralized pull request (PR) model has shifted the landscape.

Now, we have the opportunity to revive Git's permissionless and distributed nature through Nostr!

We’ve developed tools to facilitate Git collaboration via Nostr, but there are still significant friction that prevents widespread adoption. This article outlines a vision for how we can reduce those barriers and encourage more repositories to embrace this approach.

First, we’ll review our progress so far. Then, we’ll propose a guiding philosophy for our next steps. Finally, we’ll discuss a vision to tackle specific challenges, mainly relating to the role of the Git server and CI/CD.

I am the lead maintainer of ngit and gitworkshop.dev, and I’ve been fortunate to work full-time on this initiative for the past two years, thanks to an OpenSats grant.

How Far We’ve Come

The aim of #GitViaNostr is to liberate discussions around code collaboration from permissioned walled gardens. At the core of this collaboration is the process of proposing and applying changes. That's what we focused on first.

Since Nostr shares characteristics with email, and with NIP34, we’ve adopted similar primitives to those used in the patches-over-email workflow. This is because of their simplicity and that they don’t require contributors to host anything, which adds reliability and makes participation more accessible.

However, the fork-branch-PR-merge workflow is the only model many developers have known, and changing established workflows can be challenging. To address this, we developed a new workflow that balances familiarity, user experience, and alignment with the Nostr protocol: the branch-PR-merge model.

This model is implemented in ngit, which includes a Git plugin that allows users to engage without needing to learn new commands. Additionally, gitworkshop.dev offers a GitHub-like interface for interacting with PRs and issues. We encourage you to try them out using the quick start guide and share your feedback. You can also explore PRs and issues with gitplaza.

For those who prefer the patches-over-email workflow, you can still use that approach with Nostr through gitstr or the ngit send and ngit list commands, and explore patches with patch34.

The tools are now available to support the core collaboration challenge, but we are still at the beginning of the adoption curve.

Before we dive into the challenges—such as why the Git server setup can be jarring and the possibilities surrounding CI/CD—let’s take a moment to reflect on how we should approach the challenges ahead of us.

Philosophy

Here are some foundational principles I shared a few years ago:

• Let Git be Git
• Let Nostr be Nostr
• Learn from the successes of others

I’d like to add one more:

• Embrace anarchy and resist monolithic development.

Micro Clients FTW

Nostr celebrates simplicity, and we should strive to maintain that. Monolithic developments often lead to unnecessary complexity. Projects like gitworkshop.dev, which aim to cover various aspects of the code collaboration experience, should not stifle innovation.

Just yesterday, the launch of following.space demonstrated how vibe-coded micro clients can make a significant impact. They can be valuable on their own, shape the ecosystem, and help push large and widely used clients to implement features and ideas.

The primitives in NIP34 are straightforward, and if there are any barriers preventing the vibe-coding of a #GitViaNostr app in an afternoon, we should work to eliminate them.

Micro clients should lead the way and explore new workflows, experiences, and models of thinking.

Take kanbanstr.com. It provides excellent project management and organization features that work seamlessly with NIP34 primitives.

From kanban to code snippets, from CI/CD runners to SatShoot—may a thousand flowers bloom, and a thousand more after them.

Friction and Challenges

The Git Server

In #GitViaNostr, maintainers' branches (e.g., master) are hosted on a Git server. Here’s why this approach is beneficial:

• Follows the original Git vision and the "let Git be Git" philosophy.
• Super efficient, battle-tested, and compatible with all the ways people use Git (e.g., LFS, shallow cloning).
• Maintains compatibility with related systems without the need for plugins (e.g., for build and deployment).
• Only repository maintainers need write access.

In the original Git model, all users would need to add the Git server as a 'git remote.' However, with ngit, the Git server is hidden behind a Nostr remote, which enables:

• Hiding complexity from contributors and users, so that only maintainers need to know about the Git server component to start using #GitViaNostr.
• Maintainers can easily swap Git servers by updating their announcement event, allowing contributors/users using ngit to automatically switch to the new one.

Challenges with the Git Server

While the Git server model has its advantages, it also presents several challenges:

1. Initial Setup: When creating a new repository, maintainers must select a Git server, which can be a jarring experience. Most options come with bloated social collaboration features tied to a centralized PR model, often difficult or impossible to disable.

2. Manual Configuration: New repositories require manual configuration, including adding new maintainers through a browser UI, which can be cumbersome and time-consuming.

3. User Onboarding: Many Git servers require email sign-up or KYC (Know Your Customer) processes, which can be a significant turn-off for new users exploring a decentralized and permissionless alternative to GitHub.

Once the initial setup is complete, the system works well if a reliable Git server is chosen. However, this is a significant "if," as we have become accustomed to the excellent uptime and reliability of GitHub. Even professionally run alternatives like Codeberg can experience downtime, which is frustrating when CI/CD and deployment processes are affected. This problem is exacerbated when self-hosting.

Currently, most repositories on Nostr rely on GitHub as the Git server. While maintainers can change servers without disrupting their contributors, this reliance on a centralized service is not the decentralized dream we aspire to achieve.

Vision for the Git Server

The goal is to transform the Git server from a single point of truth and failure into a component similar to a Nostr relay.

Functionality Already in ngit to Support This

1. State on Nostr: Store the state of branches and tags in a Nostr event, removing reliance on a single server. This validates that the data received has been signed by the maintainer, significantly reducing the trust requirement.

2. Proxy to Multiple Git Servers: Proxy requests to all servers listed in the announcement event, adding redundancy and eliminating the need for any one server to match GitHub's reliability.

Implementation Requirements

To achieve this vision, the Nostr Git server implementation should:

1. Implement the Git Smart HTTP Protocol without authentication (no SSH) and only accept pushes if the reference tip matches the latest state event.

2. Avoid Bloat: There should be no user authentication, no database, no web UI, and no unnecessary features.

3. Automatic Repository Management: Accept or reject new repositories automatically upon the first push based on the content of the repository announcement event referenced in the URL path and its author.

Just as there are many free, paid, and self-hosted relays, there will be a variety of free, zero-step signup options, as well as self-hosted and paid solutions.

Some servers may use a Web of Trust (WoT) to filter out spam, while others might impose bandwidth or repository size limits for free tiers or whitelist specific npubs.

Additionally, some implementations could bundle relay and blossom server functionalities to unify the provision of repository data into a single service. These would likely only accept content related to the stored repositories rather than general social nostr content.

The potential role of CI / CD via nostr DVMs could create the incentives for a market of highly reliable free at the point of use git servers.

This could make onboarding #GitViaNostr repositories as easy as entering a name and selecting from a multi-select list of Git server providers that announce via NIP89.

!(image)[https://image.nostr.build/badedc822995eb18b6d3c4bff0743b12b2e5ac018845ba498ce4aab0727caf6c.jpg]

Git Client in the Browser

Currently, many tasks are performed on a Git server web UI, such as:

• Browsing code, commits, branches, tags, etc.
• Creating and displaying permalinks to specific lines in commits.
• Merging PRs.
• Making small commits and PRs on-the-fly.

Just as nobody goes to the web UI of a relay (e.g., nos.lol) to interact with notes, nobody should need to go to a Git server to interact with repositories. We use the Nostr protocol to interact with Nostr relays, and we should use the Git protocol to interact with Git servers. This situation has evolved due to the centralization of Git servers. Instead of being restricted to the view and experience designed by the server operator, users should be able to choose the user experience that works best for them from a range of clients. To facilitate this, we need a library that lowers the barrier to entry for creating these experiences. This library should not require a full clone of every repository and should not depend on proprietary APIs. As a starting point, I propose wrapping the WASM-compiled gitlib2 library for the web and creating useful functions, such as showing a file, which utilizes clever flags to minimize bandwidth usage (e.g., shallow clone, noblob, etc.).

This approach would not only enhance clients like gitworkshop.dev but also bring forth a vision where Git servers simply run the Git protocol, making vibe coding Git experiences even better.

song

nostr:npub180cvv07tjdrrgpa0j7j7tmnyl2yr6yr7l8j4s3evf6u64th6gkwsyjh6w6 created song with a complementary vision that has shaped how I see the role of the git server. Its a self-hosted, nostr-permissioned git server with a relay baked in. Its currently a WIP and there are some compatability with ngit that we need to work out.

We collaborated on the nostr-permissioning approach now reflected in nip34.

I'm really excited to see how this space evolves.

CI/CD

Most projects require CI/CD, and while this is often bundled with Git hosting solutions, it is currently not smoothly integrated into #GitViaNostr yet. There are many loosely coupled options, such as Jenkins, Travis, CircleCI, etc., that could be integrated with Nostr.

However, the more exciting prospect is to use DVMs (Data Vending Machines).

DVMs for CI/CD

Nostr Data Vending Machines (DVMs) can provide a marketplace of CI/CD task runners with Cashu for micro payments.

There are various trust levels in CI/CD tasks:

• Tasks with no secrets eg. tests.
• Tasks using updatable secrets eg. API keys.
• Unverifiable builds and steps that sign with Android, Nostr, or PGP keys.

DVMs allow tasks to be kicked off with specific providers using a Cashu token as payment.

It might be suitable for some high-compute and easily verifiable tasks to be run by the cheapest available providers. Medium trust tasks could be run by providers with a good reputation, while high trust tasks could be run on self-hosted runners.

Job requests, status, and results all get published to Nostr for display in Git-focused Nostr clients.

Jobs could be triggered manually, or self-hosted runners could be configured to watch a Nostr repository and kick off jobs using their own runners without payment.

But I'm most excited about the prospect of Watcher Agents.

CI/CD Watcher Agents

AI agents empowered with a NIP60 Cashu wallet can run tasks based on activity, such as a push to master or a new PR, using the most suitable available DVM runner that meets the user's criteria. To keep them running, anyone could top up their NIP60 Cashu wallet; otherwise, the watcher turns off when the funds run out. It could be users, maintainers, or anyone interested in helping the project who could top up the Watcher Agent's balance.

As aluded to earlier, part of building a reputation as a CI/CD provider could involve running reliable hosting (Git server, relay, and blossom server) for all FOSS Nostr Git repositories.

This provides a sustainable revenue model for hosting providers and creates incentives for many free-at-the-point-of-use hosting providers. This, in turn, would allow one-click Nostr repository creation workflows, instantly hosted by many different providers.

Progress to Date

nostr:npub1hw6amg8p24ne08c9gdq8hhpqx0t0pwanpae9z25crn7m9uy7yarse465gr and nostr:npub16ux4qzg4qjue95vr3q327fzata4n594c9kgh4jmeyn80v8k54nhqg6lra7 have been working on a runner that uses GitHub Actions YAML syntax (using act) for the dvm-cicd-runner and takes Cashu payment. You can see example runs on GitWorkshop. It currently takes testnuts, doesn't give any change, and the schema will likely change.

Note: The actions tab on GitWorkshop is currently available on all repositories if you turn on experimental mode (under settings in the user menu).

It's a work in progress, and we expect the format and schema to evolve.

Easy Web App Deployment

For those disapointed not to find a 'Nostr' button to import a git repository to Vercel menu: take heart, they made it easy. vercel.com_import_options.png there is a vercel cli that can be easily called in CI / CD jobs to kick of deployments. Not all managed solutions for web app deployment (eg. netlify) make it that easy.

Many More Opportunities

Large Patches via Blossom

I would be remiss not to mention the large patch problem. Some patches are too big to fit into Nostr events. Blossom is perfect for this, as it allows these larger patches to be included in a blossom file and referenced in a new patch kind.

Enhancing the #GitViaNostr Experience

Beyond the large patch issue, there are numerous opportunities to enhance the #GitViaNostr ecosystem. We can focus on improving browsing, discovery, social and notifications. Receiving notifications on daily driver Nostr apps is one of the killer features of Nostr. However, we must ensure that Git-related notifications are easily reviewable, so we don’t miss any critical updates.

We need to develop tools that cater to our curiosity—tools that enable us to discover and follow projects, engage in discussions that pique our interest, and stay informed about developments relevant to our work.

Additionally, we should not overlook the importance of robust search capabilities and tools that facilitate migrations.

Concluding Thoughts

The design space is vast. Its an exciting time to be working on freedom tech. I encourage everyone to contribute their ideas and creativity and get vibe-coding!

I welcome your honest feedback on this vision and any suggestions you might have. Your insights are invaluable as we collaborate to shape the future of #GitViaNostr. Onward.

Contributions

To conclude, I want to acknowledge some the individuals who have made recent code contributions related to #GitViaNostr:

nostr:npub180cvv07tjdrrgpa0j7j7tmnyl2yr6yr7l8j4s3evf6u64th6gkwsyjh6w6 (gitstr, song, patch34), nostr:npub1useke4f9maul5nf67dj0m9sq6jcsmnjzzk4ycvldwl4qss35fvgqjdk5ks (gitplaza)

nostr:npub1elta7cneng3w8p9y4dw633qzdjr4kyvaparuyuttyrx6e8xp7xnq32cume (ngit contributions, git-remote-blossom),nostr:npub16p8v7varqwjes5hak6q7mz6pygqm4pwc6gve4mrned3xs8tz42gq7kfhdw (SatShoot, Flotilla-Budabit), nostr:npub1ehhfg09mr8z34wz85ek46a6rww4f7c7jsujxhdvmpqnl5hnrwsqq2szjqv (Flotilla-Budabit, Nostr Git Extension), nostr:npub1ahaz04ya9tehace3uy39hdhdryfvdkve9qdndkqp3tvehs6h8s5slq45hy (gnostr and experiments), and others.

nostr:npub1uplxcy63up7gx7cladkrvfqh834n7ylyp46l3e8t660l7peec8rsd2sfek (git-remote-nostr)

Project Management nostr:npub1ltx67888tz7lqnxlrg06x234vjnq349tcfyp52r0lstclp548mcqnuz40t (kanbanstr) Code Snippets nostr:npub1ygzj9skr9val9yqxkf67yf9jshtyhvvl0x76jp5er09nsc0p3j6qr260k2 (nodebin.io) nostr:npub1r0rs5q2gk0e3dk3nlc7gnu378ec6cnlenqp8a3cjhyzu6f8k5sgs4sq9ac (snipsnip.dev)

CI / CD nostr:npub16ux4qzg4qjue95vr3q327fzata4n594c9kgh4jmeyn80v8k54nhqg6lra7 nostr:npub1hw6amg8p24ne08c9gdq8hhpqx0t0pwanpae9z25crn7m9uy7yarse465gr

and for their nostr:npub1c03rad0r6q833vh57kyd3ndu2jry30nkr0wepqfpsm05vq7he25slryrnw nostr:npub1qqqqqq2stely3ynsgm5mh2nj3v0nk5gjyl3zqrzh34hxhvx806usxmln03 and nostr:npub1l5sga6xg72phsz5422ykujprejwud075ggrr3z2hwyrfgr7eylqstegx9z for their testing, feedback, ideas and encouragement.

Thank you for your support and collaboration! Let me know if I've missed you.

@ f1989a96:bcaaf2c1

Good morning, readers!

This week, we bring reports from Bangladesh, where the interim government instructed the central bank to halt the printing of old banknotes featuring Sheikh Mujibur Rahman, the founding president of Bangladesh. This has induced a currency shortage, as new notes have yet to be issued to replace the discontinued ones. As a result, Bangladeshis find themselves holding worthless currency, facing increased costs, and feeling frustrated over such poor currency management. Meanwhile, in Indonesia, citizens are fleeing to gold as the local rupiah currency crashes to record lows amid increasing financial controls from the government.

In open-source news, LNbits, a Bitcoin and Lightning wallet management software, emerged from beta with its v1.0.0 release. LNbits works like a control panel on top of a Bitcoin wallet, letting users divide funds into separate accounts and use different features and functionalities. It is a handy tool for educators, civil society organizations, and communities who want to use Bitcoin for real-world transactions without needing advanced technical skills. We also spotlight a new tool called following .space that allows users to curate and share premade follow packs for nostr. The result is a more straightforward onboarding process for new users interested in censorship-resistant social media and the ability to curate feeds to better suit their interests.

We end with an interview with HRF Chief Strategy Officer Alex Gladstein, who explores his thinking behind the relationship between Bitcoin and human rights as we enter an age of increased corporate and nation-state adoption. He highlights the paradox where Bitcoin, a tool for individual financial freedom, is being adopted by institutions around the world, many of which regularly seek greater control over financial activity. We also include a new report from Bitcoin developer and past HRF grantee, b10c, who documents the current state of Bitcoin mining centralization and the threat it poses to decentralization and censorship resistance.

Now, let’s jump right in!

SUBCRIBE HERE

GLOBAL NEWS

Bangladesh | Currency Shortage as Central Bank Halts Printing of Banknotes

A state-induced cash crunch is paralyzing Bangladesh after the interim government, led by Muhammad Yunus, ordered the central bank to discontinue old banknotes featuring Sheikh Mujibur Rahman, the founding president of Bangladesh. New cash is expected to be printed in phases beginning in May. But Bangladeshis report they are currently stuck with old and unusable currency, as the national mint has yet to issue replacement currency and lacks the capacity to print more than three notes at a time. Meanwhile, public ATMs continue to dispense old and worn-out banknotes, with merchants reluctantly accepting them and banks refusing to exchange them. Through all this, the central bank of Bangladesh sits on nearly 15,000 crore taka ($1.28 billion) worth of old notes in vaults, but the interim government has refused to release them, deepening public frustration.

Nigeria | Regulates Bitcoin as a Security

Nigerian lawmakers are moving to regulate digital assets as securities by passing the Investment and Securities Act (ISA) 2025. Rather than embrace it as a tool for financial freedom, the law places Bitcoin under the purview of the Nigerian Securities and Exchange Commission (SEC). Companies must now register with the Nigerian SEC, implement more strict data-collection processes (to harvest personal information), and navigate a legal framework not designed for a borderless and permissionless technology like Bitcoin. The law further grants the SEC access to data from telecom and Internet providers to investigate “illegal market activity” — a provision that could easily be abused to surveil or intimidate Bitcoin users and developers. Nigeria routinely uses regulations to stifle the presence of open-source money, raising compliance hurdles, imposing taxes, and punishing digital asset companies. It’s not unreasonable to suspect this new classification could provide the state with a means to suppress the free adoption and innovation of Bitcoin.

Indonesia | Gold Rush Amid Economic Uncertainty

As the rupiah currency falls to record lows, Indonesians are flocking to gold in a rush to protect their savings. But gold isn’t the only safe haven. With 74% of Indonesia’s population unbanked or underbanked, digital tools like Bitcoin offer a more accessible alternative, especially when nearly 70% of Indonesians have Internet access. The Indonesian government is also tightening capital controls. A new policy forces exporters to keep all foreign currency earnings inside the country for a full year to trap dollars in the financial system. HRF grantee Bitcoin Indonesia is responding by helping people in the region (especially in nearby states like Burma) build financial resilience through meetups, workshops, and training focused on Bitcoin custody, privacy, and adoption. In an area where financial services remain out of reach for millions, learning how to save and transact permissionlessly is paramount.

Kenya | Introduces Legal Framework for Virtual Asset Service Providers (VASPs)

Kenya’s government introduced a comprehensive legal framework to regulate Virtual Asset Service Providers (VASPs) through its newly proposed 2025 VASP Bill. The legislation outlines strict licensing requirements for digital asset exchanges, wallet providers, brokers, and other digital asset firms. It functionally bars individuals from operating independently (think: open-source freedom tech builders) by mandating local incorporation, compliance with cybersecurity standards, and approval from financial regulators. This appears to be an attempt to formalize and better control the rapidly growing digital asset space. It could stifle grassroots innovation and limit access to financial tools that have become vital for activists and citizens seeking privacy and autonomy as economic policies and high inflation drive unrest.

El Salvador | Attorney General’s Office Preparing Arrest Warrants for Independent Journalists

El Faro, one of El Salvador’s most prominent investigative news outlets, shared reliable information that the Salvadoran Attorney General’s Office is preparing arrest warrants against three of its journalists. The warning came from El Faro director Carlos Dada, who suggests that the charges may include “apology for crimes” and “illicit association.” The alleged charges allegedly stem from El Faro’s latest reporting: a three-part video interview with former leaders of the 18th Street Revolucionarios gang that sheds light on Bukele’s “years-long relationship” with Salvadoran gangs. El Faro editor-in-chief Óscar Martínez said that any arrests or home raids following this news would be “for having done journalism.” With El Salvador’s shrinking civic space, this potential action against independent media would further restrict Salvadorans’ ability to access independent information and hold officials accountable.

BITCOIN AND FREEDOM TECH NEWS

LNbits | Emerges from Beta with v1.0.0 Release

LNbits, an open-source software tool that lets people create and manage Bitcoin Lightning wallets securely for themselves and for others, officially launched version 1.0.0, marking its transition out of beta and into a more stable release for public use. It works like a control panel sitting on top of a Bitcoin wallet, letting users divide funds into separate accounts and use different features and functionalities. LNbits is especially useful for educators, small businesses, and community organizers who want to use and manage Bitcoin for payments and savings. HRF is pleased to see this Bitcoin Development Fund (BDF) grantee strengthen the tools available to activists to achieve financial freedom in the face of censorship, surveillance, or inflation.

SeedSigner | Self-Custody Tool for Chinese Bitcoiners Facing Local Corruption

Chinese Bitcoin users are turning to SeedSigner, an open-source and fully customizable Bitcoin hardware wallet, as a more private way to protect their savings from law enforcement corruption. While many assume the primary threat to Bitcoin in China comes from top-down management and enforcement from the Chinese Communist Party (CCP), new reports suggest greater concern over the police, who regularly monitor mail, detect hardware wallet purchases, and fabricate charges to extort Chinese users’ Bitcoin. SeedSigner solves this by allowing users to assemble a secure signing device from generic, inexpensive parts, avoiding the risk of shipping a branded wallet that might flag them as a target. When privacy violations begin at the local level, SeedSigner can help citizens safeguard their financial freedom by making secure self-custody discreet, accessible, and affordable.

Following .space | Create and Share Follow Packs on Nostr

Following.space is a new tool for nostr that solves one of the protocol’s biggest pain points: finding people worth following in the absence of an algorithm. Created by developer and HRF grantee Calle, the tool lets anyone build and share curated “follow packs” — pre-made lists of nostr users that can be easily distributed across the web. The lists are customizable and can be made based on shared interests, communities, organizations, regions, and more. This makes onboarding new users easier and allows users to curate their feeds to suit their interests. The result is a simple but powerful tool that helps nostr scale more organically by encouraging natural discovery. Enabling free expression and connections without reliance on centralized platforms strengthens human rights and financial freedom in repressive environments. Try it here.

256 Foundation | Releases Ember One Source Code

The 256 Foundation, an open-source Bitcoin mining initiative, released the source code of its new Ember One Bitcoin mining hashboard to the public. A Bitcoin hashboard is a device with multiple chips for performing Bitcoin mining computations. The open-source Ember One only consumes 100 Watts of total power and is modular by design, allowing user customization and the ability to mine discreetly even under autocratic regimes. This is important because it gives individuals a way to access and earn Bitcoin without drawing the attention of officials. For dissidents, mining at home means gaining more control over how they earn, spend, and store their money, all without relying on centralized systems at the whims of dictators.

Btrust and Africa Free Routing | Announce Partnership to Advance African Bitcoin Development

Btrust, a nonprofit advancing Bitcoin development in Africa, awarded a grant to Africa Free Routing, a program within African Bitcoiners, to support five Bitcoin Lightning-focused developer boot camps across the continent in 2025. These bootcamps aim to onboard non-Bitcoin developers into the Bitcoin ecosystem, offering hands-on training, mentorship, and opportunities to contribute to open-source projects. This work strengthens the foundations of freedom tech in Africa, providing tools that allow people to resist financial repression under tyranny. Learn more about the partnership here.

Presidio Bitcoin | Hosting First Hackathon

Presidio Bitcoin, the Bay Area’s first dedicated freedom tech co-working and events space, just announced its first-ever hackathon, which will take place from May 16-17, 2025. This 24-hour hackathon in San Francisco brings together developers and technologists to build and collaborate at the frontier of Bitcoin, AI, and open-source technology. In addition to the hackathon, Presidio is launching a new program offering free three-month access to its workspace for Bitcoin open-source contributors. This is a valuable opportunity to connect with fellow developers, startup founders, and freedom tech advocates in the area. HRF is proud to sponsor this hackathon and is looking forward to how the outcomes might help create better freedom tools for dissidents worldwide. Learn more about the event here.

RECOMMENDED CONTENT

Bitcoin Nation State Adoption Paradox - Interview with Alex Gladstein

In a recent episode of the Bitcoin Fundamentals podcast, hosted by Preston Pysh, Alex Gladstein, HRF’s chief strategy officer, discusses the complexities of Bitcoin’s new era of adoption. He highlights the paradox where Bitcoin, a tool for individual financial freedom, is being adopted by governments, which some believe to be potentially compromising to its core principles. He emphasizes that while governments may adopt it for strategic or economic reasons, in doing so, they expose their populations to a technology that will ultimately weaken state control over money and advance individual liberty and human rights. Watch the full interview here.

Bitcoin Mining Centralization by b10c

In this report, Bitcoin developer and past HRF grantee b10c documents the growing trend of centralization in Bitcoin mining pools. It shows that over 95% of blocks are now mined by just six Bitcoin mining pools, with Foundry and AntPool controlling roughly 60–70% of the hashrate (the computing power dedicated to the Bitcoin network). This marks a rise in mining pool centralization in recent years. While this hasn’t harmed Bitcoin’s censorship resistance yet, it reduces the number of block template producers. This concentration of template producers poses a potential risk to Bitcoin’s neutrality, which is essential for ensuring access to uncensorable money and protecting human rights in autocratic regimes. HRF has happily supported both Hashpool and Public Pool with recent grants to support smaller, independent pools that help preserve Bitcoin's decentralization. Read the full report here.

If this article was forwarded to you and you enjoyed reading it, please consider subscribing to the Financial Freedom Report here.

Support the newsletter by donating bitcoin to HRF’s Financial Freedom program via BTCPay.\ Want to contribute to the newsletter? Submit tips, stories, news, and ideas by emailing us at ffreport @ hrf.org

The Bitcoin Development Fund (BDF) is accepting grant proposals on an ongoing basis. The Bitcoin Development Fund is looking to support Bitcoin developers, community builders, and educators. Submit proposals here.

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@ 57d1a264:69f1fee1

Welcome back to our weekly JABBB, Just Another Bitcoin Bubble Boom, a comics and meme contest crafted for you, creative stackers!

If you'd like to learn more, check our welcome post here.

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This week sticker: Bitcoin Sir

You can download the source file directly from the HereComesBitcoin website in SVG and PNG. Use this sticker around SN with the code ![](https://m.stacker.news/71417)

The task

Make sure you use this week sticker to design a comic frame or a meme, add a message that perfectly captures the sentiment of the current most hilarious takes on the Bitcoin space. You can contextualize it or not, it's up to you, you chose the message, the context and anything else that will help you submit your comic art masterpiece.

Are you a meme creator? There's space for you too: select the most similar shot from the gifts hosted on the Gif Station section and craft your best meme... Let's Jabbb!

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If you enjoy designing and memeing, feel free to check out the JABBB archive and create more to spread Bitcoin awareness to the moon.

Submit each proposal on the relative thread, bounties will be distributed when enough participants submit options.

PS: you can now use HereComesBitcoin stickers to use on Stacker.News

₿e creative, have fun! :D

originally posted at https://stacker.news/items/974483

@ bbb5dda0:f09e2747

I've been neglecting my weekly updates a bit. I haven't really gotten to them lately because i've been insanely busy frying my brains at #SovEng. And after that i haven't been keeping my weekly notes properly. WHICH I'm planning to pick back up now!

This week/ the last couple weeks I've been doing some general planning around @tollGate's appearances on various conferences around Europe! First on the list will be Pizza Day in Prague! And from there I'll be cruising straight to @Oslo Freedom Forum! For TollGate that also means getting us set up with some T-Shirts and Stickers, though not super hard to do, it's the first time I'm doing any 'marketing' like this so I did test my own patience by properly cropping and ordering the designs. So far the stickers came out well Look at our first officially baptized TollGate! :)

TollGate Installer

As we're installing versions of TollGateOS on routers quite often now I figured it'd be a good idea to streamline the experience a bit by building a TollGate Installer. I've been vibecoding it mostly, and one of the things I discovered is how easy it is to make it replicate the style of another app. To stick with the theme I told it to mirror the style of our TollGate Captive portal site and it did it perfectly!

Anyway, still a lot of manual engineering is required but at least I can outsource the stuff i'm bad at. What I did improve was the GitHub workflows we use for building and publishing the OS. We publish our releases to Blossom + Nostr (NIP-94). I then use those messages in the installer to get the download links.

👀 But which version!?

I quickly ran into the issue that I didn't know which binary to install on the router i hooked up to my computer. I connect the router via lan, then I scan the network and ssh into the router, get some basic info, like the device name. BUT, the format of that device name wouldn't match any of the names we'd use in our release.

For example: the router name would be glinet,mt3000 while our release was called gl-mt3000. The difference may seem subtle but I can't match them. So after some discussion with the others I went on and revamped our OS pipeline to properly follow the OpenWRT naming of boards/devices. The pipeline is now much more extensible, making it easier for us to add support for more hardware!

What's next?

We're aiming for a v0.0.2 release of TollGate OS by friday, incorporating some of the feedback we've gotten from our test users! Hang on tight guys! 🙏 I'm hoping to finish an earlier version of the installer in the upcoming week as well.

@ 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.

@ 2b24a1fa:17750f64

"Kleines Erste-Hilfe-Büchlein gegen Propaganda" von 2023. „Normalerweise hört man das Wort „Propaganda“ im Mainstream-Diskurs nur, wenn es um Dinge geht, die andere Länder ihren eigenen Bürgern antun oder Teil ausländischer Beeinflussungsoperationen sind, obwohl in der überwältigenden Mehrheit der Fälle, in denen wir in unserem täglichen Leben Propaganda erlebt haben, der Anruf aus dem eigenen Haus kam.“

https://soundcloud.com/radiomuenchen/helge-buttkereit-medienkritik-als-trotziger-idealismus?

In der Folge dokumentiert sie einige gravierende Beispiele aus den US-Medien. Auch in Deutschland fehlt es den Massenmedien an der nötigen Distanz zur Regierung und ihrem Werte-Narrativ. Was umso gefährlicher ist, da sie über „Definitionsmacht“ verfügen. Auch wenn wir selbst diese Medien nicht konsumieren, so können wir doch sicher sein, dass die große Mehrheit der Bürger sie konsultiert und damit deren Sicht auf die Welt massiv beeinflusst wird. „Wenn wir die Tagesschau einschalten, erfahren wir nichts über die ‘Wirklichkeit’. Wir lernen vielmehr, wer es geschafft hat, seine Sicht auf die Wirklichkeit in die Propaganda-Matrix einzuschreiben“, verrät der Medienwissenschaftler Michael Meyen in seinem Buch "Die Propaganda-Matrix". Nun gilt jedoch die Presse in der öffentlichen Wahrnehmung als „Vierte Gewalt“ der Demokratie. Ihre Aufgabe wäre es demnach, die zunehmend verflochtenen Staatsgewalten Legislative, Exekutive und Judikative zu kontrollieren. Die Realität sieht anders aus. Dabei übersieht selbst die immer häufiger auftretende Medienkritik, dass die „Vierte Gewalt“ von den Herrschenden nie in dieser Funktion gedacht war – schließlich waren und sind die Medien seit je her in den Händen von Regierungen und Konzernen, schreibt unser Autor Helge Buttkereit. Hören Sie seinen zweiteiligen Beitrag „Medienkritik als trotziger Idealismus“, der zunächst beim Magazin Multipolar erschienen war: multipolar-magazin.de/artikel/medien…tik-idealismus

Sprecher: Karsten Troyke

Bild-Collage: Radio München

@ 84da1875:0088fe3c

No cenário atual do entretenimento digital, a plataforma CC999 vem se destacando como uma das mais inovadoras e completas opções para quem busca emoção, segurança e variedade em um só lugar. Com uma proposta moderna e acessível, o site oferece uma experiência diferenciada, reunindo jogos envolventes, atendimento de qualidade e uma navegação simples e rápida, ideal tanto para iniciantes quanto para jogadores mais experientes.

Conheça a Plataforma CC999 Desde o primeiro acesso, é fácil perceber que a CC999 foi desenvolvida com foco no usuário. Seu layout é intuitivo, com menus organizados e compatibilidade total com dispositivos móveis, permitindo que você aproveite tudo o que a plataforma oferece diretamente do seu celular, tablet ou computador.

Além disso, o processo de cadastro é rápido e descomplicado. Em poucos minutos, você já pode criar sua conta e começar a explorar os recursos disponíveis. Outro diferencial é o compromisso com a segurança dos dados, utilizando criptografia de ponta e sistemas confiáveis de autenticação para garantir a tranquilidade de todos os usuários.

Jogos para Todos os Gostos A variedade de jogos disponíveis no CC999 é um dos grandes atrativos da plataforma. Ela conta com uma seleção que vai desde jogos clássicos e tradicionais até opções modernas com gráficos impressionantes e mecânicas envolventes. Alguns dos destaques incluem:

Roleta Virtual: Ideal para quem gosta de adrenalina e sorte, com várias versões disponíveis.

Slots Online: Máquinas de giro com temas variados, efeitos visuais marcantes e grandes chances de ganho.

Cartas e Estratégia: Jogos como pôquer e blackjack oferecem experiências desafiadoras para quem curte usar o raciocínio lógico.

Títulos Ao Vivo: Com interação em tempo real, esses jogos garantem uma imersão total e realista, aproximando o jogador da atmosfera presencial.

A CC999 trabalha com provedores renomados, garantindo qualidade, fluidez e jogabilidade de alto nível em todos os títulos. Isso significa que, além da diversão, o jogador tem acesso a conteúdos justos e auditados.

Experiência do Jogador: Conectividade e Recompensas A experiência dos usuários na plataforma é constantemente aprimorada com base em feedbacks e atualizações tecnológicas. O atendimento ao cliente está disponível 24 horas por dia, todos os dias da semana, pronto para resolver qualquer dúvida ou problema com agilidade e cordialidade.

Outro ponto que merece destaque são as promoções e bônus oferecidos pela CC999. Desde o primeiro depósito até campanhas sazonais, os jogadores têm acesso a recompensas atrativas, o que torna a jornada ainda mais interessante. O sistema de fidelidade também premia a constância dos usuários, oferecendo vantagens exclusivas para membros frequentes.

Conclusão A CC999 chega como uma excelente alternativa para quem busca entretenimento online de qualidade. Com uma interface moderna, jogos variados, suporte eficiente e promoções constantes, a plataforma conquista pela seriedade e compromisso com a diversão do usuário. Seja você um veterano ou alguém começando agora nesse universo, o CC999 tem tudo o que você precisa para se divertir com segurança e emoção.

@ 2b24a1fa:17750f64

Herzlichen Glückwunsch zu einem weiteren denkwürdigen Europa-Tag, den wir mit einem Manifest des european-peace-projects begehen. Europaweit beteiligen sich heute Institutionen, Vereine und Bürger, die um 17 Uhr die Fenster öffnen und dieses Manifest laut verlesen. Wer das nicht möchte oder kann, schaltet vielleicht Radio München ein:

\ https://soundcloud.com/radiomuenchen/european-peace-project-das-manifest-heute-17-uhr?

@ 5d4b6c8d:8a1c1ee3

I've been thinking about how Predyx and other lightning based prediction markets might finance their operations, without undermining their core function of eliciting information from people.

The standard approach, of offering less-than-fair odds, guarantees long-run profitability (as long as you have enough customers), but it also creates a friction for participants that reduces the information value of their transactions. So, what are some less frictiony options for generating revenue?

Low hanging fruit

• Close markets in real-time: Rather than prespecifying a closing time for some markets, like sports, it's better to close the market at the moment the outcome is realized. This both prevents post hoc transactions and enables late stage transactions. This should be easily automatable (I say as someone with no idea how to do that), with the right resolution criteria.
• Round off shares: Shares and sats are discrete, so just make sure any necessary rounding is always in the house's favor.
• Set initial probabilities well: Use whatever external information is available to open markets as near to the "right" value as possible.
• Arbitrage: whenever markets are related to each other, make sure to resolve any illogical odds automatically

The point of these four is to avoid giving away free sats. None of them reduce productive use of the market. Keeping markets open up until the outcome is realized will probably greatly increase the number of transactions, since that's usually when the most information is coming in.

Third party support

• Ads are the most obvious form of third party revenue
• Sponsorships are the more interesting one: Allow sponsors to boost a market's visibility. This is similar to advertising, but it also capitalizes on the possibility of a market being of particular interest to someone.
• Charge for market creation: users should be able to create new markets (this will also enhance trade quantity and site traffic), but it should be costly to create a market. If prediction markets really provide higher quality information, then it's reasonable to charge for it.
• Arbitrage: Monitor external odds and whenever a gain can be locked in, place the bets (buy the shares) that guarantee a gain.

Bitcoin stuff

• Routing fees: The volume of sats moving into, out of, and being held in these markets will require a fairly large lightning node. Following some helpful tips to optimize fee revenue will generate some sats for logistical stuff that had to be done anyway.
• Treasury strategy: Take out loans against the revenue generated from all of the above and buy bitcoin: NGU -> repay with a fraction of the bitcoin, NGD -> repay with site revenue.

Bitcoin and Lightning Competitive Advantages

These aren't revenue ideas. They're just a couple of advantages lightning and bitcoin provide over fiat that should allow charging lower spreads than a traditional prediction market or sportsbook.

Traditional betting or prediction platforms are earning depreciating fiat, while a bitcoin based platform earns appreciating bitcoin. Traditional spreads must therefor be larger, in order to pull in the same real return. This also means the users' odds are worse on fiat platforms (again in real terms), even if the listed odds are the same, because their winnings will have depreciated by the time they receive them. Technically, this opens an opportunity to charge even higher spreads, but as mentioned in the intro, that would be bad for the information purposes of the market.

Lightning has much lower transactions costs than fiat transactions. So, even with tighter spreads, a lightning platform can net a better (nominal) return per transaction.

---

@mega_dreamer, I imagine most of those ideas were already on y'all's radar, and obviously you're already doing some, but I wanted to get them out of my head and onto digital paper. Hopefully, some of this will provide some useful food for thought.

originally posted at https://stacker.news/items/974372

@ 57d1a264:69f1fee1

Wild parrots tend to fly in flocks, but when kept as single pets, they may become lonely and bored https://www.youtube.com/watch?v=OHcAOlamgDc

Source: https://www.smithsonianmag.com/smart-news/scientists-taught-pet-parrots-to-video-call-each-other-and-the-birds-loved-it-180982041/

originally posted at https://stacker.news/items/973639

@ 8d34bd24:414be32b

I’ve been really deeply studying end times prophecy today. Trying to see how all of the prophecies from the initial proto-Gospel in Genesis 3 through the last chapter in Revelation is hard to arrange in my head. That being said, after reading the Bible daily for about 40 years and reading through it each year for about 30 years, I am really starting to see so many links between passages through out the Bible. It has made my Bible study enthralling. I wish I had time to spend hours and hours every day studying and writing about what I have learned.

I thought it might be handy to share some hints on how I study the Bible. Hopefully this can help some people, although I do tend to think my subscribers tend to be those who love Bible study and are already in the word. People who don’t love the Bible are unlikely to read my long, scripture laden posts. Still, hopefully this will be useful.

Starting the Habit of Bible Reading

The first and foremost thing we all need is to start the habit of daily Bible reading. You can’t worship a God you don’t know about and you can’t obey a God whose commands you don’t know. Every Christian needs to read the whole Bible. This needs to be a priority.

I used to recommend people just start at the beginning, Genesis, and read straight through to Revelation, but I’ve lately changed my mind. So many people will start in Genesis, enjoy Genesis and Exodus, which are basically just stories about creation, judgment in the global flood, and God’s chosen people. They then get to Leviticus, Numbers, and Deuteronomy (the details of the law including the intricate ceremonial law) and they lose momentum in the tedium. I do think every Christian eventually needs to read and know these books, but I think it is OK to skip some or all of them the first time through. They will mean more once you have read the whole Bible. If you are only going to read one, I’d probably read Deuteronomy.

I also know that it can be helpful for some people to mix up their reading. I used to have book marks with daily readings, so I read some Old Testament, some Psalms/Proverbs, some New Testament. There was one other category, but I can’t remember what it was. This way, you get a little of different types of passages. My bookmarks burnt up when my house burnt down and when I went searching online for something similar, I found a few similar reading plans, but not the one I used and really liked. Here are a couple that looked good, but I haven’t used myself. here. here. here. These plans look good, but don’t have the convenient bookmarks. here. here. For those who like reading online or on your phone (which isn’t me), I found this one. It looked nice I’ve just started using it despite the fact I prefer a Bible I can hold, turn the pages of, and write in. It has a chronological Old Testament Passage and a New Testament reading that relates in some way to the Old Testament Passage. It also links to some maps that let you see where the places mentioned in the passages are located and questions to get you to think about what you read. The one downside is it only lets you attach notes if you create a group. I do really like the idea that you can setup a group to read through the Bible and share your comments and thoughts, but I haven’t tried the feature.

Another thing I’ve found very helpful is a chronological Bible. It is handy having things in the order they happened and the different passages that cover an event (such as from each gospel or 1/2 Samuel vs 1/2 Chronicles or Leviticus vs Deuteronomy, etc.) right by each other. It is handy to see what actually comes before what and the way different writers describe the same event, since different authors include different details. I think reading a chronological Bible has helped me see more links between passages and get a better understanding of the Bible as a whole. I am getting close to finishing my second reading through. I don’t know if one chronological Bible is significantly better than another, but this is the one I am reading right now.

Another tactic I have used, when I started getting bogged down reading through the Bible again and again was to study one book of the Bible in depth. It worked best reading one of the shorter books. I’d read through the book repeatedly for a month, usually in 1-3 days. I’d follow the links in my study Bible to related passages or study where some of the words were used in other parts of the Bible. I’d get so I really knew the book well.

One thing that has helped me with my Bible study is writing in my Bible. The first time I wrote, it felt almost sacrilegious, but it helps me to organize my thoughts. I’ll write what I get out of it, how it relates to another passage, etc. I’ll underline or circle key words or sentences. These are then useful when I read through again and may see something different, but it reminds me of my growth and learning. I’ve actually thought I really need to get a new wide margin Bible to have more room for my notes. I can write really small and have an ultrafine point pen, so I can write even smaller than the print. The problem is my eyes aren’t so good and I now have trouble reading my tiny print. I can’t read my own writing without my reading glasses.

Bible reading starts getting really exciting when you get to know the Bible well enough that you start seeing the links between different passages and different books. Suddenly it opens up a whole new level of understanding. It is like an exciting scavenger hunt finding how all of the ideas in the Bible relate to each other and clarify each other in one whole.

Historically I’ve hated writing. The thought of writing a journal or something sounded like torture, but I have truly found organizing my thoughts in an essay, really helps my understanding of the Scriptures in ways that reading and thinking about it never did. Whether anyone reads my writings or not, I’ll continue writing because it is a blessing to me. I have grown immensely in my understanding of the Bible by writing out a reasoned argument for what I believe the Bible is saying. I’ve also done in depth study and realized that I was not completely right in my understanding and had to adjust my understanding of Scripture.

but sanctify Christ as Lord in your hearts, always being ready to make a defense to everyone who asks you to give an account for the hope that is in you, yet with gentleness and reverence (1 Peter 3:15)

As Christians, we are supposed to be ready to make a defense. Reading, studying, and knowing the Bible is the only true way to be ready. I made a necklace with the first letter in each word in this verse to help me memorize it.

Memorizing God’s word is also well worth the effort. I’ll admit, that I would be terrible for following my own advice in this, except I have a special needs son, who is in Awana, and needs help memorizing 1-5 verses a week. The only way either of us can pull it off is I make a song for each 1-3 verse passage that he has to memorize. We then sing them together until we know them. I debated on whether to share my songs. They are not well done. The version uploaded is my first rough attempt at the song and we usually fine tune them over the week, but I don’t get around to rerecording them. I also have at best an OK voice. Still, I decided to share in case these songs can help someone else with their Bible memorization. Hopefully I am not embarrassing myself too much.

Another thing that has helped me is finding Open Bible’s geocoding site. When reading Bible passages, there are frequent references to places that are unfamiliar, either because they are far away or because the ancient names, rather than modern names, are used. This site allows you to see on a map (satellite & modern country formats) where places are located and how they relate to each other. I’ve especially found this useful with end times prophecy because the Bible describes places with their ancient, not modern names.

In addition to my direct Bible study, I also daily listen to sermons, Christian podcasts, read Christian substack posts, and read Christian commentaries. All help my understanding of the Bible. FYI, the sermons, podcasts, blogs, and commentaries are a risk if you don’t know the Bible and aren’t being like the Bereans who searched “… the Scriptures daily to see whether these things were so.” (Acts 17:11) There are so many false or erroneous teachers, that you have to be very careful listening to people and never put the opinions of men above the word of God. Of course, it is possible to learn a bunch from Godly teachers. Sadly, even the best Bible teachers seem to have at least one area of error. For example, I love listening to R.C. Sproul’s “Renewing Your Mind” podcast, but his teaching on the first 11 chapters of Genesis are a bit “squishy” (not outright wrong, but not holding firm enough to the Bible) and I’d say his end times teaching is flat out wrong. Everything I’ve heard him teach between Genesis 12 and Jude is amazing and very true to the Bible. This is where he spends almost all of his time teaching, so I can highly recommend his podcast. Without a firm foundation in the Bible, it is not possible to recognize false teaching, especially when taught by someone who is very good in most respects.

I hope this is useful to people to help them get into the habit of regular Bible reading and seeing how exciting Bible study can be.

May God give you a hunger for and understanding of His word. May you fill your heart and mind with the word of God so it overflows and is seen by all around you.

Trust Jesus.

@ 6be5cc06:5259daf0

Eu reconheço que Deus, e somente Deus, é o soberano legítimo sobre todas as coisas. Nenhum homem, nenhuma instituição, nenhum parlamento tem autoridade para usurpar aquilo que pertence ao Rei dos reis. O Estado moderno, com sua pretensão totalizante, é uma farsa blasfema diante do trono de Cristo. Não aceito outro senhor.

A Lei que me guia não é a ditada por burocratas, mas a gravada por Deus na própria natureza humana. A razão, quando iluminada pela fé, é suficiente para discernir o que é justo. Rejeito as leis arbitrárias que pretendem legitimar o roubo, o assassinato ou a escravidão em nome da ordem. A justiça não nasce do decreto, mas da verdade.

Acredito firmemente na propriedade privada como extensão da própria pessoa. Aquilo que é fruto do meu trabalho, da minha criatividade, da minha dedicação, dos dons a mim concedidos por Deus, pertence a mim por direito natural. Ninguém pode legitimamente tomar o que é meu sem meu consentimento. Todo imposto é uma agressão; toda expropriação, um roubo. Defendo a liberdade econômica não por idolatria ao mercado, mas porque a liberdade é condição necessária para a virtude.

Assumo o Princípio da Não Agressão como o mínimo ético que devo respeitar. Não iniciarei o uso da força contra ninguém, nem contra sua propriedade. Exijo o mesmo de todos. Mas sei que isso não basta. O PNA delimita o que não devo fazer — ele não me ensina o que devo ser. A liberdade exterior só é boa se houver liberdade interior. O mercado pode ser livre, mas se a alma estiver escravizada pelo vício, o colapso será inevitável.

Por isso, não me basta a ética negativa. Creio que uma sociedade justa precisa de valores positivos: honra, responsabilidade, compaixão, respeito, fidelidade à verdade. Sem isso, mesmo uma sociedade que respeite formalmente os direitos individuais apodrecerá por dentro. Um povo que ama o lucro, mas despreza a verdade, que celebra a liberdade mas esquece a justiça, está se preparando para ser dominado. Trocará um déspota visível por mil tiranias invisíveis — o hedonismo, o consumismo, a mentira, o medo.

Não aceito a falsa caridade feita com o dinheiro tomado à força. A verdadeira generosidade nasce do coração livre, não da coerção institucional. Obrigar alguém a ajudar o próximo destrói tanto a liberdade quanto a virtude. Só há mérito onde há escolha. A caridade que nasce do amor é redentora; a que nasce do fisco é propaganda.

O Estado moderno é um ídolo. Ele promete segurança, mas entrega servidão. Promete justiça, mas entrega privilégios. Disfarça a opressão com linguagem técnica, legal e democrática. Mas por trás de suas máscaras, vejo apenas a velha serpente. Um parasita que se alimenta do trabalho alheio e manipula consciências para se perpetuar.

Resistir não é apenas um direito, é um dever. Obedecer a Deus antes que aos homens — essa é a minha regra. O poder se volta contra a verdade, mas minha lealdade pertence a quem criou o céu e a terra. A tirania não se combate com outro tirano, mas com a desobediência firme e pacífica dos que amam a justiça.

Não acredito em utopias. Desejo uma ordem natural, orgânica, enraizada no voluntarismo. Uma sociedade que se construa de baixo para cima: a partir da família, da comunidade local, da tradição e da fé. Não quero uma máquina que planeje a vida alheia, mas um tecido de relações voluntárias onde a liberdade floresça à sombra da cruz.

Desejo, sim, o reinado social de Cristo. Não por imposição, mas por convicção. Que Ele reine nos corações, nas famílias, nas ruas e nos contratos. Que a fé guie a razão e a razão ilumine a vida. Que a liberdade seja meio para a santidade — não um fim em si. E que, livres do jugo do Leviatã, sejamos servos apenas do Senhor.

@ 4cebd4f5:0ac3ed15

TỔNG QUAN HACKATHON

Stellar Build Better Hackathon kết thúc thành công với 220 developervà84 dự ánđược phê duyệt. Sự kiện tập trung ứng dụngsmart contractscủa Stellar vào giải pháp thực tế, thúc đẩy hợp tác cộng đồng và tiến bộ công nghệ. Tổng giải thưởng 25.000 USD (USDC) được phân bổ cho 3 hạng mục: Better Finance (Tài chính tốt hơn), Better Creativity (Sáng tạo tốt hơn) và Better Access (Tiếp cận tốt hơn).

Các developer khám phá nhiều lĩnh vực như công cụ tiếp cận DeFi, giải pháp thanh toán xuyên biên giới, nền tảng cho creator economy, và hệ thống định danh số. Hackathon còn mang đến cơ hội kết nối với developer toàn cầu và các công ty crypto hàng đầu, cùng workshop kỹ thuật và demo trực tiếp.

Thành tựu nổi bật:

• Giải Nhất (12.000 USDC): Dự án cải thiện tiếp cận tài chính.

• Giải Nhì (8.000 USDC): Đổi mới công cụ sáng tạo.

• Giải Ba (5.000 USDC): Giải pháp tiếp cận đột phá.

Sự kiện khẳng định vai trò của Stellar trong thúc đẩy ứng dụng smart contracts mở rộng hệ sinh thái.

CÁC DỰ ÁN ĐOẠT GIẢI

Build Better Prizes

Giải Nhất
PayZoll_Stellar: Tích hợp AI và blockchain trong hệ sinh thái Stellar, cung cấp dịch vụ payroll toàn cầu tự động, minh bạch và bảo mật – nâng cao hiệu quả quản lý lương.

Giải Nhì
StellarFinance: Kết nối người dùng với cố vấn tài chính trên blockchain Stellar, đảm bảo dịch vụ tài chính minh bạch, tập trung vào tính toàn vẹn và trải nghiệm người dùng.

Giải Ba
Soroban to MCP Server in seconds + Policy Signers Playground: Chuyển đổi smart contracts Soroban (Stellar) thành máy chủ MCP cho tương tác ngôn ngữ tự nhiên, kích hoạt AI agents nâng cao chức năng hợp đồng thông minh.

Xem toàn bộ dự án tại DoraHacks.

THÔNG TIN ĐƠN VỊ TỔ CHỨC

Stellar Development Foundation

Tổ chức thúc đẩy phát triển mạng lưới Stellar – nền tảng blockchain tối ưu giao dịch xuyên biên giới. Với trọng tâm DeFi, Stellar triển khai dự án mở rộng tài chính toàn diện toàn cầu. Thông qua mạng lưới đối tác rộng lớn, tổ chức xây dựng giải pháp blockchain mở rộng, đảm bảo khả năng tiếp cận và độ tin cậy cho dịch vụ tài chính. Sứ mệnh của Stellar là kiến tạo cơ hội công bằng trong nền kinh tế toàn cầu qua công nghệ open-source đột phá.

@ 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!

@ 58d88196:bec81862

AI revolution is inevitable.

How to Win Using AI:

AI tools can enhance productivity, creativity, and efficiency. Those who adopt and master AI technologies can outperform others in their field, effectively "winning" by staying ahead. For example: In creative fields: AI can assist with generating ideas, editing, or automating repetitive tasks, allowing professionals to focus on high-value work.

In technical roles: AI can analyze data, optimize processes, or write code faster, giving users an edge.

In business: AI can provide insights through data analysis, improve customer service with chatbots, or streamline operations.

How to Win Using AI: Learn AI Tools: Familiarize yourself with AI platforms relevant to your industry (e.g., ChatGPT for writing, MidJourney for design, or TensorFlow for data science).

Automate Routine Tasks: Use AI to handle repetitive work, freeing up time for strategic thinking.

Enhance Skills: Combine AI with your expertise to produce better results faster—e.g., using AI to draft a report, then refining it with your unique insights.

Stay Competitive: Continuously adapt to new AI advancements to maintain an edge over those who don’t use AI.

@ bbef5093:71228592

Az Európai Bizottság terve az orosz urán- és energiafüggőség felszámolására

Az Európai Bizottság bejelentette, hogy korlátozni kívánja az új urán-, dúsított urán- és egyéb, Oroszországból származó nukleáris anyagokra vonatkozó ellátási szerződéseket, ezzel is elősegítve, hogy az Európai Unió „teljesen megszüntesse” az orosz energiától való függését[8][6][2].

A Bizottság új ütemtervet mutatott be, amely részletesen tartalmazza, hogyan kívánja megszüntetni az orosz energiafüggőséget, miközben biztosítja az EU energiaellátásának és árainak stabilitását[6][2][15].

Főbb intézkedések és célok

• Az EU az orosz gázimport arányát 45%-ról 19%-ra csökkentette a 2022 májusában indított REPowerEU tervnek köszönhetően, de 2024-ben ismét növekedett az orosz gáz behozatala[2][20].
• Az új ütemterv szerint az orosz olaj, gáz és nukleáris energia fokozatosan, összehangoltan és biztonságosan kerül ki az uniós piacokról, miközben az EU a tiszta energiára való átállást gyorsítja fel[6][15][7].
• Az EU-tagállamoknak 2025 végéig nemzeti terveket kell készíteniük arról, hogyan járulnak hozzá az orosz gáz, nukleáris energia és olaj importjának megszüntetéséhez[13][7][18].
• Az orosz eredetű urán, dúsított urán és egyéb nukleáris anyagok esetében új korlátozásokat vezetnek be: az Euratom Ellátási Ügynökség (ESA) nem hagy jóvá új orosz beszállítási szerződéseket, és gazdasági eszközökkel is igyekeznek visszaszorítani az importot[4][5][16].
• A meglévő rövid távú szerződéseket 2025 végéig meg kell szüntetni, új szerződéseket pedig nem lehet kötni; a hosszú távú szerződéseket 2027 végéig kell felmondani[5][7][6].
• Az intézkedések célja, hogy a teljes orosz gáz- és olajimport 2027 végéig megszűnjön, az orosz atomenergia pedig fokozatosan kivezetésre kerüljön[3][9][17].

Nukleáris háttér

• Az ESA jelentése szerint 2023-ban az EU-ban felhasznált természetes urán 23,4%-a érkezett Oroszországból, ami 72,6%-os növekedést jelentett, főként a VVER típusú orosz atomerőművek üzemanyag-felhalmozása miatt[16].
• Az EU-ban 19 VVER reaktor működik (Bulgáriában, Csehországban, Finnországban, Magyarországon és Szlovákiában).
• Az EU természetes uránszükséglete a globális igények mintegy 22%-át teszi ki, a beszerzések 91%-a Kanadából, Oroszországból, Kazahsztánból és Nigerből származik[16].

Célkitűzés és indoklás

A Bizottság szerint az orosz energiafüggőség felszámolása nemcsak gazdasági, hanem biztonságpolitikai kérdés is, mivel Oroszország többször is eszközként használta az energiát az EU-val szemben[2][12]. A lépések célja, hogy az EU energiaellátása biztonságos, stabil és kiszámítható maradjon, miközben az orosz energiaimportból származó bevételek ne finanszírozhassák tovább az Ukrajna elleni háborút[6][2][12].

---

Források alapján készült magyar összefoglaló és fordítás

Citations: [1] Döntött az Európai Bizottság: teljes mértékben megszüntetik ... - 444 https://444.hu/2025/05/06/dontott-az-europai-bizottsag-teljes-mertekben-megszuntetik-az-orosz-energiatol-valo-fuggest [2] Három éven belül felszámolná az orosz energiafüggőséget az ... https://hu.euronews.com/my-europe/2025/05/06/harom-even-belul-felszamolna-az-orosz-energiafuggoseget-az-europai-bizottsag [3] 2027-re teljesen leállítaná az Európai Bizottság az orosz ... - Új Szó https://ujszo.com/kozelet/2027-re-teljesen-leallitana-az-europai-bizottsag-az-orosz-energiabehozatalt-a-nuklearis [4] Bejelentették Brüsszelben: megkerülik Magyarországot, teljesen ... https://www.portfolio.hu/gazdasag/20250506/bejelentettek-brusszelben-megkerulik-magyarorszagot-teljesen-levalik-az-orosz-olajrol-es-gazrol-az-eu-759267 [5] Érik az újabb ütközés: Brüsszel betiltaná az orosz energiát https://www.valaszonline.hu/2025/05/06/energia-szankcio-oroszorszag-haboru-eu-olaj-gaz-uran/ [6] Az EU teljes mértékben megszünteti az orosz energiától való függését https://hungary.representation.ec.europa.eu/az-eu-teljes-mertekben-megszunteti-az-orosz-energiatol-valo-fuggeset-2025-05-06_hu?prefLang=en [7] Megvan az ütemterv, végleg betiltaná az orosz energiát az Európai ... https://index.hu/kulfold/2025/05/06/orosz-energiafuggoseg-orosz-gaz-olaj-import-europai-unio-repowereu/ [8] European Commission Unveils Plans To Restrict New Uranium ... https://www.nucnet.org/news/european-commission-unveils-plans-to-restrict-new-uranium-deals-with-russia-5-3-2025 [9] Az EU teljes mértékben megszünteti az orosz energiától való ... https://infostart.hu/belfold/2025/05/06/az-eu-teljes-mertekben-megszunteti-az-orosz-energiatol-valo-fuggoseget-a-nap-hirei [10] [PDF] EURÓPAI BIZOTTSÁG Brüsszel, 2025.4.9. COM(2025) 159 final ... https://secure.ipex.eu/IPEXL-WEB/download/file/082d29089612ec1e019619f955940250 [11] Kiszivárgott az Európai Bizottság 2025-ös munkaprogramja https://www.eu-monitor.hu/hu/cikk/20250206-kiszivargott-az-europai-bizottsag-2025-os-munkaprogramja [12] EU says it will end dependency on Russian energy supplies https://www3.nhk.or.jp/nhkworld/en/news/20250507_B4/ [13] Végleg leválik az orosz energiáról az Európai Unió ... - Népszava https://nepszava.hu/3278673_oroszorszag-europai-unio-foldgaz-koolaj-levalas-terv [14] Egyre több európai ország támogatja az atomenergiát https://www.vg.hu/nemzetkozi-gazdasag/2025/03/atomenergia-energiatarolas-europa [15] Az EU teljes mértékben megszünteti az orosz energiától való ... https://karpatinfo.net/energiafuggetlenseg-orosz-foldgaz-orosz-energiafuggoseg-2025-05-07 [16] EU outlines measures to end Russian gas, oil imports by end-2027 https://balkangreenenergynews.com/eu-outlines-measures-to-end-russian-gas-oil-imports-by-end-2027/ [17] Az Európai Unió 2027 végére betiltaná az orosz gáz importját https://www.korkep.sk/cikkek/gazdasag/2025/05/05/az-europai-unio-2027-vegere-betiltana-az-orosz-gazimportot/ [18] Ficónak és Orbánnak sem tetszik, hogy az EU teljesen kitiltaná az ... https://napunk.dennikn.sk/hu/4623240/ficonak-es-orbannak-sem-tetszik-hogy-az-eu-teljesen-kitiltana-az-orosz-energiat/ [19] Várhelyi Olivér késlelteti az EU orosz energiafüggőségét felszámoló ... https://telex.hu/kulfold/2025/05/05/varhelyi-oliver-europai-bizottsag-orosz-energia-kivaltas-hatraltatas [20] REPowerEU roadmap - Energy - European Commission https://energy.ec.europa.eu/strategy/repowereu-roadmap_en

@ 57d1a264:69f1fee1

Your device, your data. TRMNL's architecture prevents outsiders (including us) from accessing your local network. TRMNAL achieve this through 1 way communication between client and server, versus the other way around. Learn more.

Learn more at https://usetrmnl.com/

originally posted at https://stacker.news/items/973632

@ 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.

@ a3c6f928:d45494fb

Freedom—a word that resonates deeply within the hearts of many. It is a concept that transcends cultures, boundaries, and time itself. From the pages of history to the hopes of future generations, the quest for freedom has always been at the core of human existence.

What Is Freedom?

At its simplest, freedom is the power or right to act, speak, or think as one wants without hindrance or restraint. But in reality, it is far more nuanced. Freedom is not just about the absence of oppression; it is about the presence of opportunity—the chance to pursue one's dreams, express thoughts without fear, and live in harmony with one’s beliefs.

The Many Faces of Freedom

1. Political Freedom: The right to participate in governance, to vote, and to have a voice in decision-making.

2. Economic Freedom: The ability to work, own property, and engage in business without unreasonable restrictions.

3. Social Freedom: The acceptance of diversity and the ability to live without discrimination.

4. Personal Freedom: The right to privacy, personal choices, and the liberty to define one's own path.

Why Freedom Matters

Freedom matters because it is the foundation of innovation and progress. Societies that encourage freedom allow their people to think differently, to challenge the status quo, and to bring about change. Without freedom, creativity is stifled, voices are silenced, and growth becomes stagnant.

Protecting and Valuing Freedom

Freedom is fragile. It must be protected with vigilance and cherished with gratitude. History is filled with examples where freedom was hard-won and even harder to maintain. Today, as we navigate an interconnected world, the call to safeguard freedom is as loud as ever.

A Call to Action

Cherish your freedoms, no matter how small they may seem. Speak up for those who cannot. Stand firm against injustice. Remember, freedom is not just a privilege; it is a responsibility.

---

“Freedom is never voluntarily given by the oppressor; it must be demanded by the oppressed.” — Martin Luther King Jr.

Embrace it. Protect it. Share it.

@ 57d1a264:69f1fee1

Here’s Sean Voisen writing about how programming is a feeling:

For those of us who enjoy programming, there is a deep satisfaction that comes from solving problems through well-written code, a kind of ineffable joy found in the elegant expression of a system through our favorite syntax. It is akin to the same satisfaction a craftsperson might find at the end of the day after toiling away on well-made piece of furniture, the culmination of small dopamine hits that come from sweating the details on something and getting them just right. Maybe nobody will notice those details, but it doesn’t matter. We care, we notice, we get joy from the aesthetics of the craft.

This got me thinking about the idea of satisfaction in craft. Where does it come from?

Continue Reading https://blog.jim-nielsen.com/2025/craft-and-satisfaction/

originally posted at https://stacker.news/items/973628

@ 6fbc5b6b:0251e3df

Since its TGE, AGT has moved beyond its early role as a governance token within AIVille’s farming economy. It’s now evolving into a foundational asset that connects humans and AI agents, in-game interactions and real-world use cases. This isn’t just the next phase of a game—it’s the beginning of a new era where intelligent agents and humans co-create a living digital society. Here’s how AGT is becoming the fuel behind that future.

1. AI Characters as Personalized Companions The first example of this transformation is Selena, AIVille’s Telegram-native AI companion. You can chat with her now for free at @Tavern_Owner_Selena_Bot. Selena is powered by her own independent memory system, enabling personalized, emotionally responsive conversations that evolve over time. Beyond private chats, Selena also participates in public community groups—responding to questions, engaging with users, and providing companionship in group settings. She’s more than a chatbot—she’s a social presence in the AIVille ecosystem. While currently free to use, certain advanced features and extended interactions will soon require AGT, making Selena a live demonstration of AGT’s role in unlocking real AI experiences.

More characters are on the way: Owen, your AI tutor for learning AI tools, coding basics, or advanced Web3 mechanics. Lulu, your personalized news curator—think of her as your intelligent Substack. Mayor Logan, offering town updates, strategic insights, and even mock governance simulations. Arjay, the town’s resident DJ, creating mood-based playlists you can reserve with AGT. Lucas, a merchant bot offering market tips, negotiation roleplay, and trend forecasting.

Each character is built with private memory and a distinct personality. Interacting with them isn't just fun—it creates lasting, evolving relationships. AGT unlocks deeper access.

1. AI Bots for Projects: The AIVille Co-Creation Program We’re launching the AI Co-Creation Program, designed for Web3 projects to easily spin up custom AI bots with memory and personality. These bots can support communities, onboard users, answer questions, or drive engagement—and they’re powered by AGT.

The setup is quick, the AGT required is minimal, and most importantly, participating projects become part of the AIVille ecosystem. AGT serves as the bridge—not just a fee, but a commitment to shared growth. We’re actively testing with partners now. If you’re building in Web3 and want to add a smart, persistent AI layer to your project, reach out. We’re also recruiting global ambassadors: connect a project and help them onboard, and you’ll earn AGT rewards. All AGT from these partnerships is injected into the AIVille DAO, where it will be allocated transparently for buybacks, ecosystem incentives, and long-term development.

1. Governance, Reimagined: A Society of Humans and Agents AIVille is introducing a two-layer governance model—one for human players, and one for AI agents. Together, they’ll shape the rules of the world. Human Governance AGT holders will be able to: Propose and vote on decisions like tax rates, new zones, and fee structures Stake AGT to unlock governance perks and exclusive features Fund public goods with DAO-managed AGT reserves Participate in a transparent system where influence is earned, not assumed

AI Economic Alliance In parallel, key AI agents—like Logan, Lucas, and Arjay—will be able to propose changes, backed by AGT. Each proposal requires AGT to be burned as a bond

Passed proposals return a portion; failed ones are fully burned

Humans can vote to support or reject AI proposals, creating real-time, inter-agent governance dynamics

This is more than a voting system—it’s an experiment in social architecture between multiple intelligent actors. And AGT is the trust layer between them.

1. What AGT Really Represents AGT isn’t just a token. It’s shared infrastructure. It’s programmable social capital. It’s the backbone of a digital civilization co-created by its users.

It’s how you teach an AI. How you shape the economy. How you reserve access, express values, and coordinate effort. This asset isn’t owned by a company or foundation—it’s governed, used, and grown by the people and agents who rely on it. Our roadmap includes expanding AI services, adding more governance mechanisms, and welcoming more ecosystems into the fold. Every new use case makes AGT more valuable, more usable, and more alive.

1. To Our Community: Thank You AGT wouldn’t be here without the people behind it: The AMA hosts introducing AIVille to new audiences The meme creators, sticker designers, and shirt printers The Discord mods, Telegram helpers, and wiki writers

You made this real before the tech did. You gave it soul before it had memory. This isn’t our experiment. It’s yours. Let’s keep building—together.

@ 000002de:c05780a7

I've been eager to share my thoughts on "Return of the Strong Gods" by R.R. Reno since I finished it a week ago.

I found this book incredibly insightful. @SimpleStacker's excellent review prompted me to pick it up, and I'm glad I did. While I won't be providing a full review, I will share some of the key insights and thoughts that resonated with me.

Reno masterfully dissects the sociological underpinnings of the political shifts in the US and the Western world over the past decade and a half. His analysis of the rise of populism and nationalism is compelling and rings true to my personal observations. Reno's central thesis is that post-WW2, the West embraced "weaker gods"—ideals like democracy, pluralism, and liberalism—fearing a repeat of the strong nationalistic sentiments that led to Hitler's rise. He argues that this shift has left many people feeling culturally homeless and desperate for strong leadership that listens to their grievances.

A significant portion of Reno's argument is built on the ideas of Karl Popper, a philosopher I was unfamiliar with before reading this book. Popper's work "The Open Society and Its Enemies" has significantly influenced post-war consensus, which Reno argues has led to a disconnect between the political elite and the common people. This disconnect, he posits, is a primary driver of populist sentiments.

Reno also delves into economics, discussing Friedrich Hayek and his agreement with some of Popper's positions. This intersection of philosophy and economics provides a unique lens through which to view the political landscape. Reno's mention of the Treaty of Versailles as a catalyst for Hitler's rise is a point often overlooked in discussions about WW2. He argues that the punitive measures imposed on Germany created an environment ripe for a strongman to emerge.

One of the most compelling aspects of Reno's argument is his explanation of how the political elite often lose touch with the values and wishes of the people they represent. He draws a powerful analogy between cultural homelessness and the desperation that drives people to seek strong leadership. This section of the book particularly resonated with me, as it aligns with my own observations of the political climate.

I would have liked Reno to start his analysis with Woodrow Wilson, whose "making the world safe for democracy" slogan embodied a form of Christian nationalism. Wilson's ideals and the post-WW1 environment laid the groundwork for the open society movement, which Reno critiques. Exploring this historical context could have strengthened Reno's argument.

Reno occasionally conflates economic liberalism with libertinism, which I found to be a minor flaw in an otherwise strong argument. He rightly points out the need for moral ethics in society but seems to overlook the distinction between economic freedom and moral laxity. Reno's discussion of Milton Friedman's ideas further highlights this confusion. While Reno argues that free trade has contributed to many of our modern ills, I believe the issue lies more with nation-state trade agreements like NAFTA, which are not true examples of free trade.

Another area where I disagree with Reno is his conflation of the nation with the state. Nations are cultural entities that predate and can exist independently of states. Reno's argument would be stronger if he acknowledged this distinction, as it would clarify his points about national pride and cultural heritage.

Reno's final chapters offer a cautionary tale about the return of strong gods and the danger of making them idols. He warns against authoritarianism and the overreach of the state, advocating for a balance that respects cultural heritage without succumbing to nationalism.

In conclusion, "Return of the Strong Gods" is a thought-provoking exploration of the political and cultural shifts of our time. Reno's insights are valuable, and his arguments, while not without flaws, provide a fresh perspective on the rise of populism and nationalism. I recommend this book to anyone seeking a deeper understanding of the forces shaping our world today.

originally posted at https://stacker.news/items/975849

@ 57d1a264:69f1fee1

CryptPad

Collaboration and privacy. Yes, you can have both Flagship instance of CryptPad, the end-to-end encrypted and open-source collaboration suite. Cloud administered by the CryptPad development team. https://cryptpad.fr/

ONLYOFFICE DocSpace

Document collaboration made simpler. Easily collaborate with customizable rooms. Edit any content you have. Work faster using AI assistants. Protect your sensitive business data. Download or try STARTUP Cloud (Limited-time offer) FREE https://www.onlyoffice.com/

SeaFile

A new way to organize your files Beyond just syncing and sharing files, Seafile lets you add custom file properties and organize your files in different views. With AI-powered automation for generating properties, Seafile offers a smarter, more efficient way to manage your files. Try it Now, Free for up to 3 users https://seafile.com/

SandStorm

An open source platform for self-hosting web apps Self-host web-based productivity apps easily and securely. Sandstorm is an open source project built by a community of volunteers with the goal of making it really easy to run open source web applications. Try the Demo or Signup Free https://alpha.sandstorm.io/apps

NextCloud Hub

A new generation of online collaboration that puts you in control. Nextcloud offers a modern, on premise content collaboration platform with real-time document editing, video chat & groupware on mobile, desktop and web. Sign up for a free Nextcloud account https://nextcloud.com/sign-up/

LinShare

True Open Source Secure File Sharing Solution We are committed to providing a reliable Open Source file-sharing solution, expertly designed to meet the highest standards of diverse industries, such as government and finance Try the Demo https://linshare.app/

Twake Drive

The open-source alternative to Google Drive. Privacy-First Open Source Workplace. Twake workplace open source business. Improve your effeciency with truly Open Source, all-in-one digital suite. Enhance the security in every aspect of your professional and private life. Sign up https://sign-up.twake.app/

SpaceDrive

One Explorer. All Your Files. Unify files from all your devices and clouds into a single, easy-to-use explorer. Designed for creators, hoarders and the painfully disorganized. Download desktop app (mobile coming soon) https://www.spacedrive.com/

ente

Safe Home for your photos Store, share, and discover your memories with end-to-end encryption. End-to-end encryption, durable storage and simple sharing. Packed with these and much more into our beautiful open source apps. Get started https://web.ente.io

fileStash

Turn your FTP server into... Filestash is the enterprise-grade file manager connecting your storage with your identity provider and authorisations. Try the demo https://demo.filestash.app

STORJ

Disruptively fast.‍ Globally secure. S3-compatible distributed cloud services that make the most demanding workflows fast and affordable. Fast track your journey toward high performance cloud services. Storj pricing is consistent and competitive in meeting or exceeding your cloud services needs. Give the products a try to experience the benefits of the distributed cloud. Get Started https://www.storj.io/get-started

FireFile

The open‑source alternative to Dropbox. Firefiles lets you setup a cloud drive with the backend of your choice and lets you seamlessly manage your files across multiple providers. It revolutionizes cloud storage management by offering a unified platform for all your storage needs. Sign up Free https://beta.firefiles.app

originally posted at https://stacker.news/items/973626

@ 57d1a264:69f1fee1

Album art didn’t always exist. In the early 1900s, recorded music was still a novelty, overshadowed by sales of sheet music. Early vinyl records were vastly different from what we think of today: discs were sold individually and could only hold up to four minutes of music per side. Sometimes, only one side of the record was used. One of the most popular records of 1910, for example, was “Come, Josephine, in My Flying Machine”: it clocked in at two minutes and 39 seconds.

The invention of album art can get lost in the story of technological mastery. But among all the factors that contributed to the rise of recorded music, it stands as one of the few that was wholly driven by creators themselves. Album art — first as marketing material, then as pure creative expression — turned an audio-only medium into a multi-sensory experience.

This is the story of the people who made music visible.

Continue reading

originally posted at https://stacker.news/items/972642

@ 57d1a264:69f1fee1

I don’t like garlic. It’s not a dislike for the taste in the moment, so much as an extreme dislike for the way it stays with you—sometimes for days—after a particularly garlicky meal.

Interestingly enough, both of my brothers love garlic. They roast it by itself and keep it at the ready so they can have a very strong garlic profile in their cooking. When I prepare a dish, I don’t even see garlic on the ingredient list. I’ve cut it out of my life so completely that my brain genuinely skips over it in recipes. While my brothers are looking for ways to sneak garlic into everything they make, I’m subconsciously avoiding it altogether.

A few years back, when I was digging intensely into how design systems mature, I stumbled on the concept of a design system origin story. There are two extreme origin stories and an infinite number of possibilities between. On one hand you have the grassroots system, where individuals working on digital products are simply trying to solve their own daily problems. They’re frustrated with having to go cut and paste elements from past designs or with recreating the same layouts over and over, so they start to work more systematically. On the other hand, you have the top down system, where leadership is directing teams to take a more systematic approach, often forming a small partially dedicated core team to tackle some centralized assets and guidelines for all to follow. The influences in those early days bias a design system in interesting and impactful ways.

We’ve established that there are a few types of bias that are either intentionally or unintentionally embedded into our design systems. Acknowledging this is a great first step. But, what’s the impact of this? Does it matter?

I believe there are a few impacts design system biases, but there’s one that stands out. The bias in your design system makes some individuals feel the system is meant for them and others feel it’s not. This is a problem because, a design system cannot live up to it’s expected value until it is broadly in use. If individuals feel your design system is not for them, the won’t use it. And, as you know, it doesn’t matter how good your design system is if nobody is using it.

Continue reading

originally posted at https://stacker.news/items/972641

@ 30ceb64e:7f08bdf5

Status: Draft
Author: TheWildHustle

Abstract

This NIP defines a framework for storing and sharing health and fitness profile data on Nostr. It establishes a set of standardized event kinds for individual health metrics, allowing applications to selectively access specific health information while preserving user control and privacy.

In this framework exists - NIP-101h.1 Weight using kind 1351 - NIP-101h.2 Height using kind 1352 - NIP-101h.3 Age using kind 1353 - NIP-101h.4 Gender using kind 1354 - NIP-101h.5 Fitness Level using kind 1355

Motivation

I want to build and support an ecosystem of health and fitness related nostr clients that have the ability to share and utilize a bunch of specific interoperable health metrics.

• Selective access - Applications can access only the data they need
• User control - Users can choose which metrics to share
• Interoperability - Different health applications can share data
• Privacy - Sensitive health information can be managed independently

Specification

Kind Number Range

Health profile metrics use the kind number range 1351-1399:

| Kind | Metric | | --------- | ---------------------------------- | | 1351 | Weight | | 1352 | Height | | 1353 | Age | | 1354 | Gender | | 1355 | Fitness Level | | 1356-1399 | Reserved for future health metrics |

Common Structure

All health metric events SHOULD follow these guidelines:

• The content field contains the primary value of the metric
• Required tags:
• ['t', 'health'] - For categorizing as health data
• ['t', metric-specific-tag] - For identifying the specific metric
• ['unit', unit-of-measurement] - When applicable
• Optional tags:
• ['converted_value', value, unit] - For providing alternative unit measurements
• ['timestamp', ISO8601-date] - When the metric was measured
• ['source', application-name] - The source of the measurement

Unit Handling

Health metrics often have multiple ways to be measured. To ensure interoperability:

• Where multiple units are possible, one standard unit SHOULD be chosen as canonical
• When using non-standard units, a converted_value tag SHOULD be included with the canonical unit
• Both the original and converted values should be provided for maximum compatibility

Client Implementation Guidelines

Clients implementing this NIP SHOULD:

• Allow users to explicitly choose which metrics to publish
• Support reading health metrics from other users when appropriate permissions exist
• Support updating metrics with new values over time
• Preserve tags they don't understand for future compatibility
• Support at least the canonical unit for each metric

Extensions

New health metrics can be proposed as extensions to this NIP using the format:

• NIP-101h.X where X is the metric number

Each extension MUST specify: - A unique kind number in the range 1351-1399 - The content format and meaning - Required and optional tags - Examples of valid events

Privacy Considerations

Health data is sensitive personal information. Clients implementing this NIP SHOULD:

• Make it clear to users when health data is being published
• Consider incorporating NIP-44 encryption for sensitive metrics
• Allow users to selectively share metrics with specific individuals
• Provide easy ways to delete previously published health data

---

NIP-101h.1: Weight

Description

This NIP defines the format for storing and sharing weight data on Nostr.

Event Kind: 1351

Content

The content field MUST contain the numeric weight value as a string.

Required Tags

• ['unit', 'kg' or 'lb'] - Unit of measurement
• ['t', 'health'] - Categorization tag
• ['t', 'weight'] - Specific metric tag

Optional Tags

• ['converted_value', value, unit] - Provides the weight in alternative units for interoperability
• ['timestamp', ISO8601 date] - When the weight was measured

Examples

json { "kind": 1351, "content": "70", "tags": [ ["unit", "kg"], ["t", "health"], ["t", "weight"] ] }

json { "kind": 1351, "content": "154", "tags": [ ["unit", "lb"], ["t", "health"], ["t", "weight"], ["converted_value", "69.85", "kg"] ] }

NIP-101h.2: Height

Status: Draft

Description

This NIP defines the format for storing and sharing height data on Nostr.

Event Kind: 1352

Content

The content field can use two formats: - For metric height: A string containing the numeric height value in centimeters (cm) - For imperial height: A JSON string with feet and inches properties

Required Tags

• ['t', 'health'] - Categorization tag
• ['t', 'height'] - Specific metric tag
• ['unit', 'cm' or 'imperial'] - Unit of measurement

Optional Tags

• ['converted_value', value, 'cm'] - Provides height in centimeters for interoperability when imperial is used
• ['timestamp', ISO8601-date] - When the height was measured

Examples

```jsx // Example 1: Metric height Apply to App.jsx

// Example 2: Imperial height with conversion Apply to App.jsx ```

Implementation Notes

• Centimeters (cm) is the canonical unit for height interoperability
• When using imperial units, a conversion to centimeters SHOULD be provided
• Height values SHOULD be positive integers
• For maximum compatibility, clients SHOULD support both formats

---

NIP-101h.3: Age

Status: Draft

Description

This NIP defines the format for storing and sharing age data on Nostr.

Event Kind: 1353

Content

The content field MUST contain the numeric age value as a string.

Required Tags

• ['unit', 'years'] - Unit of measurement
• ['t', 'health'] - Categorization tag
• ['t', 'age'] - Specific metric tag

Optional Tags

• ['timestamp', ISO8601-date] - When the age was recorded
• ['dob', ISO8601-date] - Date of birth (if the user chooses to share it)

Examples

```jsx // Example 1: Basic age Apply to App.jsx

// Example 2: Age with DOB Apply to App.jsx ```

Implementation Notes

• Age SHOULD be represented as a positive integer
• For privacy reasons, date of birth (dob) is optional
• Clients SHOULD consider updating age automatically if date of birth is known
• Age can be a sensitive metric and clients may want to consider encrypting this data

---

NIP-101h.4: Gender

Status: Draft

Description

This NIP defines the format for storing and sharing gender data on Nostr.

Event Kind: 1354

Content

The content field contains a string representing the user's gender.

Required Tags

• ['t', 'health'] - Categorization tag
• ['t', 'gender'] - Specific metric tag

Optional Tags

• ['timestamp', ISO8601-date] - When the gender was recorded
• ['preferred_pronouns', string] - User's preferred pronouns

Common Values

While any string value is permitted, the following common values are recommended for interoperability: - male - female - non-binary - other - prefer-not-to-say

Examples

```jsx // Example 1: Basic gender Apply to App.jsx

// Example 2: Gender with pronouns Apply to App.jsx ```

Implementation Notes

• Clients SHOULD allow free-form input for gender
• For maximum compatibility, clients SHOULD support the common values
• Gender is a sensitive personal attribute and clients SHOULD consider appropriate privacy controls
• Applications focusing on health metrics should be respectful of gender diversity

---

NIP-101h.5: Fitness Level

Status: Draft

Description

This NIP defines the format for storing and sharing fitness level data on Nostr.

Event Kind: 1355

Content

The content field contains a string representing the user's fitness level.

Required Tags

• ['t', 'health'] - Categorization tag
• ['t', 'fitness'] - Fitness category tag
• ['t', 'level'] - Specific metric tag

Optional Tags

• ['timestamp', ISO8601-date] - When the fitness level was recorded
• ['activity', activity-type] - Specific activity the fitness level relates to
• ['metrics', JSON-string] - Quantifiable fitness metrics used to determine level

Common Values

While any string value is permitted, the following common values are recommended for interoperability: - beginner - intermediate - advanced - elite - professional

Examples

```jsx // Example 1: Basic fitness level Apply to App.jsx

// Example 2: Activity-specific fitness level with metrics Apply to App.jsx ```

Implementation Notes

• Fitness level is subjective and may vary by activity
• The activity tag can be used to specify fitness level for different activities
• The metrics tag can provide objective measurements to support the fitness level
• Clients can extend this format to include activity-specific fitness assessments
• For general fitness apps, the simple beginner/intermediate/advanced scale is recommended

@ 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 ```

@ 078d6670:56049f0c

It was a dark and stormy night. It had to be: Weather had been fired. If they were working for him he would have fired them, but that is just embarrassed arrogance talking. He remembers standing in the middle of his office, his trashed office. It looked like a hurricane had hit it, or vagrants had been living in it for years, nothing of value was left intact. Monitors were shattered on the floor, couches were covered in debris. There was evidence of food and magazine pages in every gaze space. His supervisor, his name escaped him, was grey with anger. “Explain this!” he had shouted with a tremble, but he couldn’t. Every time he tried to think of the events of the day he met a dazzling white blankness.

He was escorted, handcuffed, to a room by two security guards with his supervisor trailing them. Weather felt humiliated and frustrated, but he didn’t know why. He sat, shivering slightly, in a low-lit conference room he had never seen before. Actually, he doesn’t remember any windows or any specific light source, just a haze of shadows. The big boss is sitting opposite him, looking haggard and white as a sun-bleached shell. His supervisor was sitting on his right looking equally haggard and even depressed. They appeared genuine and he knew it was bad news for him.

“You’ve embarrassed this company! There is even a chance you have ruined us all and you have the audacity to sit there and pretend that you can’t remember a thing!”

He knew there was no point in arguing, he had no ideas with which to make up any argument. He sat staring into space.

“At least, give us a story. Tell us how bored you were and tried to create your own weather system by running around the room swinging the fan around like a sugar mad teenager!”

He couldn’t even clear his throat. He couldn’t lift his eyes to meet theirs. He knew his career was over and they were fearful all their ideals had crashed irreparably. He stared into space at the globe standing in the middle of the table. The more he stared at it the more he realized that it seemed to have an atmosphere around it. There were clouds covering patches of the earth. He didn’t dare bring their attention to it. The only memories he could dredge up seemed like dreams, and they’re hardly constitute a defence.

He looked up at their faces finally, surprised to see more alarm than anger, like they were actually afraid of him. They both stood up suddenly, wanting to get out the room as quickly as possible.

“You have brought Global Sky Incorporated into disrepute. You’ve embarrassed us. You have possibly ruined hundreds of careers here! We never want to see you again! You are never to come within a hundred metres of this building. You can never use your research ever again, it never happened. Everything you have ever written will be classified and restricted until you are dead!” The big boss was shaking wild, Weather was grateful for the security guards that hurled him out of his chair and marched him out of the building.

The afternoon sky had been a deathly grey. It had occurred to him but now he was a little shocked at how much control they had over the weather, maybe it was a good thing that he had been fired, but probably a bad thing as they would certainly make worse mistakes than him, whatever he might have done. He was confused, not sure if he been fired for trashing his office or for state of the weather. About the weird weather he has no idea, all he can remember is a dazzling blank whiteness, and that is hardly a memory.

He couldn’t face going directly home, jumped on public transport travelling on tracks laid down on old unused highways and headed for the city beach, or what passed for a beach. He sat on a concrete bench gazing across the grey sand at the shimmering waves. They weren’t shimmering because of the sparkling sunlight, but the contaminates in the water. But still it was tranquil enough. He tried to think about his day, but couldn’t get past the white blankness, everything else before that was like a postcard from someone else’s holiday, and they looked like movies he might have seen. He has a framed vision of himself in his office with office supplies flying around him without touching him. Clearly, as they weren’t touching him, it had nothing to do with his behaviour. He is a victim here. It wasn’t his fault, the world was changing and the powers that be wanted more control. It seems like Global Weather Incorporated (GWI) lost control of their equipment and need a fall guy, they didn’t need him anymore. Squeezed his brain for the algorithms, then threw him onto the streets. He was nothing without his research, it’s all he had done his entire life. He would have to pursue it, but that would as useful as talking to a brick wall, the world was less transparent; government, science and advertising companies had a law of their own and a police force to uphold them.

He believed in good and the unveiling of truth. He had a romantic connection to the idea that truth grew in people’s hearts that everyone wanted the best for everyone else, no matter what skin colour, car colour they had, or star sign they were born under. Everybody wanted peace, a roof over their heads and food in their bellies; and wanted these things for their neighbours too. If only his neighbours had the same beliefs.

It was late afternoon now. He could tell by the slight luminosity of the grey clouds near the horizon, close to a cloudless gap, a slit above the horizon through which the sun could bid its final farewell to the day. He was in no mood for a sunset minute. He picked his bum off the bench, dusted it off and began his journey home, not wanting to be left in the dark in the city, opportune prey for corrupt cops. Everyone was coming out of the offices, beginning the big commute home. Car pools had reshaped their cars to fit more people in, and many climbed on to the reinvented trams, sitting if they were lucky, holding onto ceiling straps if they were unlucky like him. Couples sat together staring into each other’s eyes, friends joked and discussed their office politics. He hated the commute back and forth from work, it made him feel alone, desperate and unwanted. There had been no office politics for him, it was just him and his mostly silent supervisor.

The sky was struck red, a wound inflicted on the sky, it bleed for a minute then all went dark. Reality shuddered as it returned to him, this would be his last commute along this route. He was without a job; his recently regained self-esteem was destroyed. At the end of university he had wondered if he had a career anywhere, if his self-inflicted social isolation had been worth it and GWI had lifted him out of academic gutter and placed him on a pedestal. And now he was turfed out like a partly cloudy day from a child’s memory, flicked off like an ant off a picnic blanket.

Litter was being chased up and down the aisle, wrapping around legs and trying to hide from the wind amongst commuters’ bags. He didn’t notice that the commuters were becoming concerned about the weather, heads turned to look outside where the clouds were blacker than night. Wind has beating on windows, knocking on doors trying to escape from itself. Loose objects were starting to drift.

“Puck, I’m so stupid!” Weather lamented aloud as a flash of lightning brightened the dusk for a second. He should have protected his research, patented it in his own name. Stupidly, he had thought he would be with GWI for the rest of his life. He had given his life over to GWI and they had thrown it away for an office in disarray. It might have looked like an unnatural disaster, but they could have at least let him evaluate their equipment to check for systems failure. Why he hadn’t opened his mouth and flung accusations back at them? Probably because they had looked angrier than he could possibly have gotten faced with a memory of shimmering blankness.

The weather was surreal, he casually noted it as something GWI would have to correct, something existing outside his present unemployed reality, their problem. His cellphone’s classic “Thunderstuck” ringtone charged the air.

“What’s happening with the weather, dude? I thought I read in the paper that it was supposed to be sunny skies and calm seas. I wanted to go for an evening dive at Devil’s.”

“I’ve no idea, I’ve been fired,” he managed to say calmly before he hung up.

“It’s not my responsibility,” he thought to himself and promptly switched his phone off. He had given his private cellphone number to a few select acquaintances he had tried to impress when he had just got his ‘prestigious’ job. He thought he might finally be able to get his social life out of his house by sharing information with people he had met in supermarkets, recognizing their faces from university. They were jocks obsessed about the weather for their hedonistic lifestyles and they had never invited him out, only phoning to find out about the weather.

He jumped off at his usual stop and leaned into the wind watching his feet moving past one another, his mind seething at the injustice of not having a fair trial where they showed him evidence of him been directly involved in the trashing of his office. He could only remember standing in the middle of it and his office revolving around him, but that was only a flash, there is nothing before that except the facts. Him working on algorithms of weather activation, them tinkering with the clouds. They were practically at the end of their testing, their final live weather event before taking on the whole world’s weather, he knows that, but everyday was still just the same as every other day, him at the computer, them throwing lightning bolts. “Puck! I should’ve challenged them,” he shouted into the howling wind at GSI with all the frustration of his past mistakes. But his voice was lost into the atmosphere.

https://www.amazon.com/dp/B0F1TYBSH2

@ b83a28b7:35919450

This article was originally part of the sermon of Plebchain Radio Episode 109 (April 25, 2025) that nostr:nprofile1qyxhwumn8ghj7mn0wvhxcmmvqyg8wumn8ghj7mn0wd68ytnvv9hxgqpqtvqc82mv8cezhax5r34n4muc2c4pgjz8kaye2smj032nngg52clq7fgefr and I did with Noa Gruman from nostr:nprofile1qyv8wumn8ghj7urjv4kkjatd9ec8y6tdv9kzumn9wsqzqvfdqratfpsvje7f3w69skt34vd7l9r465d5hm9unucnl95yq0ethzx7cf and nostr:nprofile1qye8wumn8ghj7mrwvf5hguewwpshqetjwdshguewd9hj7mn0wd68ycmvd9jkuap0v9cxjtmkxyhhyetvv9usz9rhwden5te0dehhxarj9ehx2cn4w5hxccgqyqj8hd6eed2x5w8pqgx82yyrrpfx99uuympcxmkxgz9k2hklg8te7pq0y72 . You can listen to the full episode here:

https://fountain.fm/episode/gdBHcfDgDXEgALjX7nBu

Let’s start with the obvious: Bitcoin is metal because it’s loud, it’s aggressive, it’s uncompromising. It’s the musical equivalent of a power chord blasted through a wall of amps—a direct challenge to the establishment, to the fiat system, to the sanitized, soulless mainstream. Metal has always been about rebellion, about standing outside the norm and refusing to be tamed. Bitcoin, too, was born in the shadows, dismissed as the currency of outlaws and freaks, and it thrived there, fueled by the energy of those who refused to bow down

But Bitcoin isn’t just any metal. It’s progressive metal. 
Prog metal is the genre that takes metal’s aggression and fuses it with experimentation, complexity, and a relentless drive to push boundaries. It’s not satisfied with three chords and a chorus. Prog metal is about odd time signatures, intricate solos, unexpected detours, and stories that dig into philosophy, psychology, and the human condition. It’s music for those who want more than just noise—they want meaning, depth, and innovation.

That’s Bitcoin. Bitcoin isn’t just a blunt instrument of rebellion; it’s a living, evolving experiment. It’s code that’s open to anyone, a protocol that invites innovation, a system that’s constantly being pushed, prodded, and reimagined by its community.

Like prog metal, Bitcoin is for the thinkers, the tinkerers, the relentless questioners. It’s for those who see the flaws in the mainstream and dare to imagine something radically different. 


Both prog metal and Bitcoin are about freedom — freedom from the tyranny of the predictable, the safe, the centrally controlled. They are countercultures within countercultures, refusing to be boxed in by genre or by law. Both attract those who crave complexity, who aren’t afraid to get lost in the weeds, who want to build something new and beautiful from the chaos. 


If you want to reach the heart of Bitcoin’s counterculture, you don’t do it with bland, safe, mainstream pop. You do it with prog metal—with music that refuses to compromise, that demands your attention, that rewards those who dig deeper. Prog metal is the true voice of Bitcoin’s core: the plebs, the builders, the dreamers who refuse to accept the world as it is. 


Bitcoin is prog metal. It’s technical, it’s rebellious, it’s unafraid to be different. It’s music and money for those who want to break free—not just from the old systems, but from the old ways of thinking. And as the mainstream tries to water down both, the true counterculture survives at the core, pushing boundaries, making noise, and refusing to die.

---

The sermon and episode clearly had an impact on people, as evidenced by the fountain charts here (snapshot taken on May 6, 2025)

nostr:nevent1qvzqqqqqqypzqkcpsw4kc03j906dg8rt8thes432z3yy0d6fj4phylz48xs3g437qqsy7rfh8n6vgxppkwzq2ntjps0lmt4njkxjrv3rv5r59l7lkv6ahps2eavd9 And here's the clip of the sermon:

nostr:nevent1qvzqqqqqqypzpwp69zm7fewjp0vkp306adnzt7249ytxhz7mq3w5yc629u6er9zsqqsptkpkd0458yshe7gfshck2f9nfxnqe0nrjz0ptlkm9rhv094rxagapyv4d

@ 5b730fac:9e746e2a

Test Combinations for Janitor Module

Initial Scenarios

| Channel | Push to Branch | Previous Installation Method | NIP94 Event ID Updated as Expected | New Update Installed as Expected | Test Passed | | ----------------------------------- | ----------------- | ---------------------------- | ---------------------------------- | -------------------------------- | -------------------------------------------------------------------------------------------------------------------------------- | | dev | Already Installed | Manual | yes | yes | Yes
nostr:naddr1qvzqqqr4gupzqkmnp7kx5h36rumhjrtkxdslvqu38fyf09wv53u4hrqmvx08gm32qqxnzde5xcmnzdp4xvmnvdpkpctkgk | | dev | Already Installed | Automatic | yes | yes | Yes
nostr:naddr1qvzqqqr4gupzqkmnp7kx5h36rumhjrtkxdslvqu38fyf09wv53u4hrqmvx08gm32qqxnzde5xcmnzdfex5unzvfcfywh0x | | deleted config files, first install | Already installed | Manual | yes | yes | Yes
nostr:naddr1qvzqqqr4gupzqkmnp7kx5h36rumhjrtkxdslvqu38fyf09wv53u4hrqmvx08gm32qqxnzde5xcmnzwpnxq6rvdp59d83mz |

Additional Scenarios from git diff Analysis

| Channel | Push to Branch | Version Format | NIP94EventID State | Expected Outcome | Test Passed | | -------------- | ----------------- | ------------------------ | ------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | dev | New Branch | branch-commit_count-hash | known | Don't update, because the currently installed branch is different | Yes
The following package was not installed since it was on a different branch:
https://github.com/OpenTollGate/tollgate-module-basic-go/actions/runs/14909573498/job/41880411207 | | stable | main | version_number | known | Update Successfully | Yes
nostr:naddr1qvzqqqr4gupzqkmnp7kx5h36rumhjrtkxdslvqu38fyf09wv53u4hrqmvx08gm32qqxnzde5xcmnsvpk8yer2wphat7h6a | | dev | Already Installed | branch-commit_count-hash | known | Update Successfully if new commits | Yes
nostr:naddr1qvzqqqr4gupzqkmnp7kx5h36rumhjrtkxdslvqu38fyf09wv53u4hrqmvx08gm32qqxnzde5xcmnzdfex5unzvfcfywh0x | | dev | Already Installed | branch-commit_count-hash | unknown | Update Successfully if new commits | Yes
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Users who delete their config files might temporarily be one version behind the latest due to a lack of timestamp information. |

@ 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

@ 5b730fac:9e746e2a

Currently on v0.0.4: root@OpenWrt:/tmp# opkg list-installed | grep "tollgate" tollgate-module-basic-go - v0.0.4

Stop the janitor: root@OpenWrt:/tmp# service tollgate-basic stop root@OpenWrt:/tmp# service tollgate-basic status inactive

Test update with deleted config files

Trigger new version: c03rad0r@CobradorRomblonMimaropa:~/Documents/test-stable-release-channel$ git push origin v0.0.5 Total 0 (delta 0), reused 0 (delta 0), pack-reused 0 To https://github.com/c03rad0r/test-stable-release-channel.git * [new tag] v0.0.5 -> v0.0.5

Delete the config files: root@OpenWrt:/tmp# rm /etc/tollgate/config.json /etc/tollgate/install.json root@OpenWrt:/tmp# ls /etc/tollgate/config.json /etc/tollgate/install.json ls: /etc/tollgate/config.json: No such file or directory ls: /etc/tollgate/install.json: No such file or directory

Start janitor again: root@OpenWrt:/tmp# service tollgate-basic start root@OpenWrt:/tmp# service tollgate-basic status running

Trusted maintainer is wrong: root@OpenWrt:/tmp# cat /etc/tollgate/config.json | jq { "tollgate_private_key": "8a45d0add1c7ddf668f9818df550edfa907ae8ea59d6581a4ca07473d468d663", "accepted_mints": [ "https://mint.minibits.cash/Bitcoin", "https://mint2.nutmix.cash" ], "price_per_minute": 1, "bragging": { "enabled": true, "fields": [ "amount", "mint", "duration" ] }, "relays": [ "wss://relay.damus.io", "wss://nos.lol", "wss://nostr.mom", "wss://relay.tollgate.me" ], "trusted_maintainers": [ "5075e61f0b048148b60105c1dd72bbeae1957336ae5824087e52efa374f8416a" ], "fields_to_be_reviewed": [ "price_per_minute", "relays", "tollgate_private_key", "trusted_maintainers" ], "nip94_event_id": "unknown" } root@OpenWrt:/tmp# cat /etc/tollgate/install.json | jq { "package_path": "false", "ip_address_randomized": "false", "install_time": 0, "download_time": 0, "release_channel": "stable", "ensure_default_timestamp": 1746781145 }

Fixed trusted maintainer and restarted service. Now it updates: Fri May 9 09:01:45 2025 daemon.info tollgate-basic[8705]: Started the timer Fri May 9 09:01:45 2025 daemon.info tollgate-basic[8705]: Intersection: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.5] Fri May 9 09:01:45 2025 daemon.info tollgate-basic[8705]: Right Time Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.5] Fri May 9 09:01:45 2025 daemon.info tollgate-basic[8705]: Right Arch Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.5] Fri May 9 09:01:45 2025 daemon.info tollgate-basic[8705]: Right Version Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.5] Fri May 9 09:01:55 2025 daemon.err tollgate-basic[8705]: 2025/05/09 09:01:55.064780 Timeout reached, checking for new versions Fri May 9 09:01:55 2025 daemon.info tollgate-basic[8705]: Sorted Qualifying Events Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.5] Fri May 9 09:01:55 2025 daemon.info tollgate-basic[8705]: Newer package version available: v0.0.5 Fri May 9 09:01:55 2025 daemon.info tollgate-basic[8705]: Downloading package from https://blossom.swissdash.site/af1c7b75440859d8a3ee93e0612b77e8ce1abc3496f580e72c969032395b2c66.ipk to /tmp/af1c7b75440859d8a3ee93e0612b77e8ce1abc3496f580e72c969032395b2c66.ipk Fri May 9 09:01:56 2025 daemon.info tollgate-basic[8705]: Package downloaded successfully to /tmp/ Fri May 9 09:01:56 2025 daemon.info tollgate-basic[8705]: New package version is ready to be installed by cronjob Fri May 9 09:01:56 2025 daemon.err tollgate-basic[8705]: 2025/05/09 09:01:56.845394 Verifying package checksum Fri May 9 09:01:56 2025 daemon.err tollgate-basic[8705]: 2025/05/09 09:01:56.854767 Package checksum verified successfully

Version was updated correctly: root@OpenWrt:~# opkg list-installed | grep "tollgate" tollgate-module-basic-go - v0.0.5

Try again without manually setting maintainer

v0.0.5 has the test maintainer set by default: c03rad0r@CobradorRomblonMimaropa:~/Documents/test-stable-release-channel$ git diff v0.0.4 diff --git a/src/config_manager/config_manager.go b/src/config_manager/config_manager.go index 92d9f28..398d2da 100644 --- a/src/config_manager/config_manager.go +++ b/src/config_manager/config_manager.go @@ -400,7 +400,7 @@ func (cm *ConfigManager) EnsureDefaultConfig() (*Config, error) { "wss://relay.tollgate.me", }, TrustedMaintainers: []string{ - "5075e61f0b048148b60105c1dd72bbeae1957336ae5824087e52efa374f8416a", + "c0757f43081aa96a8733b58fb7f745d8c784ecdfc02477a1b7b99e35416fff0b", }, FieldsToBeReviewed: []string{ "price_per_minute",

v0.0.5 is currently installed: root@OpenWrt:~# opkg list-installed | grep "tollgate" tollgate-module-basic-go - v0.0.5

Stop the service: root@OpenWrt:~# service tollgate-basic stop root@OpenWrt:~# service tollgate-basic status inactive

Trigger a new build: { "id": "98f5e850f3aff389dd0591fe16f13738970bed1cbcc240f20f09d50e482fe707", "pubkey": "c0757f43081aa96a8733b58fb7f745d8c784ecdfc02477a1b7b99e35416fff0b", "created_at": 1746781775, "kind": 1063, "content": "TollGate Module Package: basic for gl-mt3000", "tags": [ [ "url", "https://blossom.swissdash.site/700bfb2e1788d8f42c89492562e8503979761ef7d07b7a412f6d9334d7f24f6f.ipk" ], [ "m", "application/octet-stream" ], [ "x", "700bfb2e1788d8f42c89492562e8503979761ef7d07b7a412f6d9334d7f24f6f" ], [ "ox", "700bfb2e1788d8f42c89492562e8503979761ef7d07b7a412f6d9334d7f24f6f" ], [ "filename", "basic-gl-mt3000-aarch64_cortex-a53.ipk" ], [ "architecture", "aarch64_cortex-a53" ], [ "version", "v0.0.6" ], [ "release_channel", "stable" ] ] }

Delete config files and start janitor: root@OpenWrt:~# rm /etc/tollgate/config.json /etc/tollgate/install.json root@OpenWrt:~# ls /etc/tollgate/config.json /etc/tollgate/install.json ls: /etc/tollgate/config.json: No such file or directory ls: /etc/tollgate/install.json: No such file or directory

Started service: root@OpenWrt:~# service tollgate-basic status inactive root@OpenWrt:~# service tollgate-basic start root@OpenWrt:~# service tollgate-basic status running

Config files set successfully: root@OpenWrt:~# cat /etc/tollgate/config.json | jq { "tollgate_private_key": "8a45d0add1c7ddf668f9818df550edfa907ae8ea59d6581a4ca07473d468d663", "accepted_mints": [ "https://mint.minibits.cash/Bitcoin", "https://mint2.nutmix.cash" ], "price_per_minute": 1, "bragging": { "enabled": true, "fields": [ "amount", "mint", "duration" ] }, "relays": [ "wss://relay.damus.io", "wss://nos.lol", "wss://nostr.mom", "wss://relay.tollgate.me" ], "trusted_maintainers": [ "c0757f43081aa96a8733b58fb7f745d8c784ecdfc02477a1b7b99e35416fff0b" ], "fields_to_be_reviewed": [ "price_per_minute", "relays", "tollgate_private_key", "trusted_maintainers" ], "nip94_event_id": "unknown" } root@OpenWrt:~# cat /etc/tollgate/install.json | jq { "package_path": "false", "ip_address_randomized": "false", "install_time": 0, "download_time": 0, "release_channel": "stable", "ensure_default_timestamp": 1746781946 }

Not picking up new version. Perhaps due to default timestamp: root@OpenWrt:~# cat /etc/tollgate/install.json | jq { "package_path": "false", "ip_address_randomized": "false", "install_time": 0, "download_time": 0, "release_channel": "stable", "ensure_default_timestamp": 1746781946 }

We only consider the incoming event in janitor.go if the events timestamp is greater than that of the config file: timestampConfig, err := configManager.GetTimestamp() if err != nil { log.Printf("Error getting timestamp: %v", err) continue } if timestamp > timestampConfig { rightTimeKeys = append(rightTimeKeys, key) }

Re-ran the workflow to generate the event again with a newer timestamp: { "id": "d30f92cdacf453bede2bd36d62231fc40b226cc183239f5daf724829d81bd192", "pubkey": "c0757f43081aa96a8733b58fb7f745d8c784ecdfc02477a1b7b99e35416fff0b", "created_at": 1746782339, "kind": 1063, "content": "TollGate Module Package: basic for gl-mt3000", "tags": [ [ "url", "https://blossom.swissdash.site/700bfb2e1788d8f42c89492562e8503979761ef7d07b7a412f6d9334d7f24f6f.ipk" ], [ "m", "application/octet-stream" ], [ "x", "700bfb2e1788d8f42c89492562e8503979761ef7d07b7a412f6d9334d7f24f6f" ], [ "ox", "700bfb2e1788d8f42c89492562e8503979761ef7d07b7a412f6d9334d7f24f6f" ], [ "filename", "basic-gl-mt3000-aarch64_cortex-a53.ipk" ], [ "architecture", "aarch64_cortex-a53" ], [ "version", "v0.0.6" ], [ "release_channel", "stable" ] ] }

Indeed, that was the issue: root@OpenWrt:~# opkg list-installed | grep "tollgate" tollgate-module-basic-go - v0.0.6

Unfortunately, we can't do much about it, because all the more relevant timestamps were deleted when the config file was deleted. At-least we have this default timestamp to fall back on. Considering this test successful..

New config files: root@OpenWrt:~# cat /etc/tollgate/config.json | jq { "tollgate_private_key": "8a45d0add1c7ddf668f9818df550edfa907ae8ea59d6581a4ca07473d468d663", "accepted_mints": [ "https://mint.minibits.cash/Bitcoin", "https://mint2.nutmix.cash" ], "price_per_minute": 1, "bragging": { "enabled": true, "fields": [ "amount", "mint", "duration" ] }, "relays": [ "wss://relay.damus.io", "wss://nos.lol", "wss://nostr.mom", "wss://relay.tollgate.me" ], "trusted_maintainers": [ "c0757f43081aa96a8733b58fb7f745d8c784ecdfc02477a1b7b99e35416fff0b" ], "fields_to_be_reviewed": [ "price_per_minute", "relays", "tollgate_private_key", "trusted_maintainers" ], "nip94_event_id": "98f5e850f3aff389dd0591fe16f13738970bed1cbcc240f20f09d50e482fe707" } root@OpenWrt:~# cat /etc/tollgate/install.json | jq { "package_path": "/tmp/700bfb2e1788d8f42c89492562e8503979761ef7d07b7a412f6d9334d7f24f6f.ipk", "ip_address_randomized": "192.168.70.1", "install_time": 1746782401, "download_time": 1746782354, "release_channel": "stable", "ensure_default_timestamp": 1746781946, "update_path": null }

@ 5b730fac:9e746e2a

Currently in v0.0.3, package was installed automatically with event ID 9d02b38f147c316756641c7f3f2720c2adf265d0cfa763665d37c9e102294c0c: root@OpenWrt:/tmp# opkg list-installed | grep "tollgate" tollgate-module-basic-go - v0.0.3 root@OpenWrt:/tmp# cat /etc/tollgate/config.json | jq { "tollgate_private_key": "8a45d0add1c7ddf668f9818df550edfa907ae8ea59d6581a4ca07473d468d663", "accepted_mints": [ "https://mint.minibits.cash/Bitcoin", "https://mint2.nutmix.cash" ], "price_per_minute": 1, "bragging": { "enabled": true, "fields": [ "amount", "mint", "duration" ] }, "relays": [ "wss://relay.damus.io", "wss://nos.lol", "wss://nostr.mom", "wss://relay.tollgate.me" ], "trusted_maintainers": [ "c0757f43081aa96a8733b58fb7f745d8c784ecdfc02477a1b7b99e35416fff0b" ], "fields_to_be_reviewed": [ "price_per_minute", "relays", "tollgate_private_key", "trusted_maintainers" ], "nip94_event_id": "9d02b38f147c316756641c7f3f2720c2adf265d0cfa763665d37c9e102294c0c" } root@OpenWrt:/tmp# cat /etc/tollgate/install.json | jq { "package_path": "/tmp/2578aef61b82a50ed92eb77c4831d2133c325536460acdeb7f3024321bd47f3f.ipk", "ip_address_randomized": "10.156.11.1", "install_time": 1746779161, "download_time": 1746779151, "release_channel": "stable", "ensure_default_timestamp": 1746717311, "update_path": null }

Test automatic update

Push new tag c03rad0r@CobradorRomblonMimaropa:~/Documents/test-stable-release-channel$ git push origin v0.0.4 Total 0 (delta 0), reused 0 (delta 0), pack-reused 0 To https://github.com/c03rad0r/test-stable-release-channel.git * [new tag] v0.0.4 -> v0.0.4

New version is ready: { "id": "5586ad0ff0d26fb17a4856af2774ca22c707c2561e5c8441b09517cd9e1a5fd8", "pubkey": "c0757f43081aa96a8733b58fb7f745d8c784ecdfc02477a1b7b99e35416fff0b", "created_at": 1746780490, "kind": 1063, "content": "TollGate Module Package: basic for gl-mt3000", "tags": [ [ "url", "https://blossom.swissdash.site/ca7af4023894489f11d3e21b8ca4ade76c244834a29115686f041ff356f5b6cd.ipk" ], [ "m", "application/octet-stream" ], [ "x", "ca7af4023894489f11d3e21b8ca4ade76c244834a29115686f041ff356f5b6cd" ], [ "ox", "ca7af4023894489f11d3e21b8ca4ade76c244834a29115686f041ff356f5b6cd" ], [ "filename", "basic-gl-mt3000-aarch64_cortex-a53.ipk" ], [ "architecture", "aarch64_cortex-a53" ], [ "version", "v0.0.4" ], [ "release_channel", "stable" ] ] }

Detected and installed: ``` Fri May 9 08:48:15 2025 daemon.info tollgate-basic[6843]: Started the timer Fri May 9 08:48:15 2025 daemon.info tollgate-basic[6843]: Intersection: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.4] Fri May 9 08:48:15 2025 daemon.info tollgate-basic[6843]: Right Time Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.4] Fri May 9 08:48:15 2025 daemon.info tollgate-basic[6843]: Right Arch Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.3 basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.2 basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.4] Fri May 9 08:48:15 2025 daemon.info tollgate-basic[6843]: Right Version Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.4] Fri May 9 08:48:25 2025 daemon.err tollgate-basic[6843]: 2025/05/09 08:48:25.468498 Timeout reached, checking for new versions Fri May 9 08:48:25 2025 daemon.info tollgate-basic[6843]: Sorted Qualifying Events Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.4] Fri May 9 08:48:25 2025 daemon.info tollgate-basic[6843]: Newer package version available: v0.0.4 Fri May 9 08:48:25 2025 daemon.info tollgate-basic[6843]: Downloading package from https://blossom.swissdash.site/ca7af4023894489f11d3e21b8ca4ade76c244834a29115686f041ff356f5b6cd.ipk to /tmp/ca7af4023894489f11d3e21b8ca4ade76c244834a29115686f041ff356f5b6cd.ipk Fri May 9 08:48:27 2025 daemon.info tollgate-basic[6843]: Package downloaded successfully to /tmp/ Fri May 9 08:48:27 2025 daemon.info tollgate-basic[6843]: New package version is ready to be installed by cronjob Fri May 9 08:48:27 2025 daemon.err tollgate-basic[6843]: 2025/05/09 08:48:27.225508 Verifying package checksum Fri May 9 08:48:27 2025 daemon.err tollgate-basic[6843]: 2025/05/09 08:48:27.235069 Package checksum verified successfully Fri May 9 08:49:07 2025 daemon.err tollgate-basic[7893]: 2025/05/09 08:49:07 NIP94EventID: 5586ad0ff0d26fb17a4856af2774ca22c707c2561e5c8441b09517cd9e1a5fd8 Fri May 9 08:49:07 2025 daemon.err tollgate-basic[7893]: 2025/05/09 08:49:07 IPAddressRandomized: 10.156.11.1 Fri May 9 08:49:07 2025 daemon.info tollgate-basic[7893]: TODO: include min payment (1) for https://mint.minibits.cash/Bitcoin in future Fri May 9 08:49:07 2025 daemon.info tollgate-basic[7893]: TODO: include min payment (1) for https://mint2.nutmix.cash in future Fri May 9 08:49:07 2025 daemon.err tollgate-basic[7893]: 2025/05/09 08:49:07 Janitor module initialized and listening for NIP-94 events Fri May 9 08:49:07 2025 daemon.err tollgate-basic[7893]: 2025/05/09 08:49:07.880020 Registering handlers... Fri May 9 08:49:07 2025 daemon.err tollgate-basic[7893]: 2025/05/09 08:49:07.880158 Starting HTTP server on all interfaces... Fri May 9 08:49:07 2025 daemon.info tollgate-basic[7893]: Starting Tollgate - TIP-01

```

New version installation confirmed: root@OpenWrt:/tmp# opkg list-installed | grep "tollgate" tollgate-module-basic-go - v0.0.4

@ 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.

@ 8125b911:a8400883

In Nostr, all data is stored as events. Decentralization is achieved by storing events on multiple relays, with signatures proving the ownership of these events. However, if you truly want to own your events, you should run your own relay to store them. Otherwise, if the relays you use fail or intentionally delete your events, you'll lose them forever.

For most people, running a relay is complex and costly. To solve this issue, I developed nostr-relay-tray, a relay that can be easily run on a personal computer and accessed over the internet.

Project URL: https://github.com/CodyTseng/nostr-relay-tray

This article will guide you through using nostr-relay-tray to run your own relay.

Download

Download the installation package for your operating system from the GitHub Release Page.

| Operating System | File Format | | --------------------- | ---------------------------------- | | Windows | nostr-relay-tray.Setup.x.x.x.exe | | macOS (Apple Silicon) | nostr-relay-tray-x.x.x-arm64.dmg | | macOS (Intel) | nostr-relay-tray-x.x.x.dmg | | Linux | You should know which one to use |

Installation

Since this app isn’t signed, you may encounter some obstacles during installation. Once installed, an ostrich icon will appear in the status bar. Click on the ostrich icon, and you'll see a menu where you can click the "Dashboard" option to open the relay's control panel for further configuration.

macOS Users:

• On first launch, go to "System Preferences > Security & Privacy" and click "Open Anyway."
• If you encounter a "damaged" message, run the following command in the terminal to remove the restrictions:

bash sudo xattr -rd com.apple.quarantine /Applications/nostr-relay-tray.app

Windows Users:

• On the security warning screen, click "More Info > Run Anyway."

Connecting

By default, nostr-relay-tray is only accessible locally through ws://localhost:4869/, which makes it quite limited. Therefore, we need to expose it to the internet.

In the control panel, click the "Proxy" tab and toggle the switch. You will then receive a "Public address" that you can use to access your relay from anywhere. It's that simple.

Next, add this address to your relay list and position it as high as possible in the list. Most clients prioritize connecting to relays that appear at the top of the list, and relays lower in the list are often ignored.

Restrictions

Next, we need to set up some restrictions to prevent the relay from storing events that are irrelevant to you and wasting storage space. nostr-relay-tray allows for flexible and fine-grained configuration of which events to accept, but some of this is more complex and will not be covered here. If you're interested, you can explore this further later.

For now, I'll introduce a simple and effective strategy: WoT (Web of Trust). You can enable this feature in the "WoT & PoW" tab. Before enabling, you'll need to input your pubkey.

There's another important parameter, Depth, which represents the relationship depth between you and others. Someone you follow has a depth of 1, someone they follow has a depth of 2, and so on.

• Setting this parameter to 0 means your relay will only accept your own events.
• Setting it to 1 means your relay will accept events from you and the people you follow.
• Setting it to 2 means your relay will accept events from you, the people you follow, and the people they follow.

Currently, the maximum value for this parameter is 2.

Conclusion

You've now successfully run your own relay and set a simple restriction to prevent it from storing irrelevant events.

If you encounter any issues during use, feel free to submit an issue on GitHub, and I'll respond as soon as possible.

Not your relay, not your events.

@ 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!

@ 8d5ba92c:c6c3ecd5

"There are seasons to give and seasons to receive. The more we give when we can, the more we receive when we need to. That’s how great relationships work. That’s how resilient communities grow." (— Anja Schuetz )

On May 22 (Bitcoin Pizza Day, which this year in Warsaw, PL, makes a Day Zero for Bitcoin FilmFest 2025), Bitvocation, special cameos for this edition, will host a unique networking session — ₿-Social.

• Fast-paced, good vibes, to help all participants build closer connections, and for those who need it, to break free from the fiat job with high signal resources and guidance.

• Expect conversations that go beyond “What do you do?” and “How long have you been in Bitcoin?”

• Less small talk, more real connections with fellow Bitcoiners—filmmakers, musicians, artists, founders, builders, and creative souls. For everyone who wants to share, learn, give, take, meet others, and collaborate.

- Bitcoiners from all over Europe + Honduras, El Salvador, Thailand, the US, Canada, Australia, Turkey, Iran, Dubai, and other corners of the world.

---

As Anja, the founder of Bitvocation, once told me:

"Face-to-face interactions create real connections and trust—vital ingredients for Bitcoin’s social layer. The best opportunities come to those who truly show up."

Thus, hope to see you in Warsaw, at Bitcoin FilmFest 2025. Get your ticket here, if you haven't done so yet (🟠 use the code 'BITVOCATION' to get a 10% discount). The 3rd annual edition. Around 300 people. Orange-pill cinema, decentralized music, permissionless, art. No other way, it's going to be FUN!

💡 Check more about Bitvocation, a dynamic project empowering Bitcoiners with tools, guidance, and even hands-on work experience, for careers in Bitcoin-only markets.

---

BTC Your Mind. Let it Beat.... Şela

@ 5b730fac:9e746e2a

Perpare v0.0.2

Package to install: { "id": "d0f0b18f14b1962d3b86c96fc392f791eb33e66b3d2e463036eb800d10a40777", "pubkey": "c0757f43081aa96a8733b58fb7f745d8c784ecdfc02477a1b7b99e35416fff0b", "created_at": 1746739263, "kind": 1063, "content": "TollGate Module Package: basic for gl-mt3000", "tags": [ [ "url", "https://blossom.swissdash.site/9e2da2b2f83b81e5227231879dda45408dd2ec00c403d88eb5e272ea26431424.ipk" ], [ "m", "application/octet-stream" ], [ "x", "9e2da2b2f83b81e5227231879dda45408dd2ec00c403d88eb5e272ea26431424" ], [ "ox", "9e2da2b2f83b81e5227231879dda45408dd2ec00c403d88eb5e272ea26431424" ], [ "filename", "basic-gl-mt3000-aarch64_cortex-a53.ipk" ], [ "architecture", "aarch64_cortex-a53" ], [ "version", "v0.0.2" ], [ "release_channel", "stable" ] ] }

Package is installed: root@OpenWrt:/tmp# opkg install 9e2da2b2f83b81e5227231879dda45408dd2ec00c403d88eb5e272ea26431424.ipk Package tollgate-module-basic-go (v0.0.2) installed in root is up to date. root@OpenWrt:/tmp# opkg list-installed | grep "tollgate" tollgate-module-basic-go - v0.0.2

Config files are in unknown event state and in dev channel: root@OpenWrt:/tmp# cat /etc/tollgate/install.json | jq { "package_path": "/tmp/f8295d4a4cd91d3940326ce00f664adf36bafc1d7f17c16f4a0c2d435a0592ef.ipk", "ip_address_randomized": "10.156.11.1", "install_time": 1746777188, "download_time": 1746720038, "release_channel": "dev", "ensure_default_timestamp": 1746717311, "update_path": null } root@OpenWrt:/tmp# cat /etc/tollgate/config.json | jq { "tollgate_private_key": "8a45d0add1c7ddf668f9818df550edfa907ae8ea59d6581a4ca07473d468d663", "accepted_mints": [ "https://mint.minibits.cash/Bitcoin", "https://mint2.nutmix.cash" ], "price_per_minute": 1, "bragging": { "enabled": true, "fields": [ "amount", "mint", "duration" ] }, "relays": [ "wss://relay.damus.io", "wss://nos.lol", "wss://nostr.mom", "wss://relay.tollgate.me" ], "trusted_maintainers": [ "5075e61f0b048148b60105c1dd72bbeae1957336ae5824087e52efa374f8416a" ], "fields_to_be_reviewed": [ "price_per_minute", "relays", "tollgate_private_key", "trusted_maintainers" ], "nip94_event_id": "unknown" }

Create new tag (v0.0.3)

Publish new version: { "id": "9d02b38f147c316756641c7f3f2720c2adf265d0cfa763665d37c9e102294c0c", "pubkey": "c0757f43081aa96a8733b58fb7f745d8c784ecdfc02477a1b7b99e35416fff0b", "created_at": 1746778146, "kind": 1063, "content": "TollGate Module Package: basic for gl-mt3000", "tags": [ [ "url", "https://blossom.swissdash.site/2578aef61b82a50ed92eb77c4831d2133c325536460acdeb7f3024321bd47f3f.ipk" ], [ "m", "application/octet-stream" ], [ "x", "2578aef61b82a50ed92eb77c4831d2133c325536460acdeb7f3024321bd47f3f" ], [ "ox", "2578aef61b82a50ed92eb77c4831d2133c325536460acdeb7f3024321bd47f3f" ], [ "filename", "basic-gl-mt3000-aarch64_cortex-a53.ipk" ], [ "architecture", "aarch64_cortex-a53" ], [ "version", "v0.0.3" ], [ "release_channel", "stable" ] ] }

Turn off janitor and witch to stable channel: root@OpenWrt:/tmp# service tollgate-basic status running root@OpenWrt:/tmp# service tollgate-basic stop root@OpenWrt:/tmp# service tollgate-basic status inactive root@OpenWrt:/tmp# vi /etc/tollgate/install.json root@OpenWrt:/tmp# cat /etc/tollgate/install.json | jq { "package_path": "/tmp/f8295d4a4cd91d3940326ce00f664adf36bafc1d7f17c16f4a0c2d435a0592ef.ipk", "ip_address_randomized": "10.156.11.1", "install_time": 1746777188, "download_time": 1746720038, "release_channel": "stable", "ensure_default_timestamp": 1746717311, "update_path": null } root@OpenWrt:/tmp# service tollgate-basic start

TollGate not updating yet: ``` Fri May 9 08:14:31 2025 daemon.err tollgate-basic[6195]: 2025/05/09 08:14:31 NIP94EventID: unknown Fri May 9 08:14:31 2025 daemon.err tollgate-basic[6195]: 2025/05/09 08:14:31 IPAddressRandomized: 10.156.11.1 Fri May 9 08:14:31 2025 daemon.info tollgate-basic[6195]: TODO: include min payment (1) for https://mint.minibits.cash/Bitcoin in future Fri May 9 08:14:31 2025 daemon.info tollgate-basic[6195]: TODO: include min payment (1) for https://mint2.nutmix.cash in future Fri May 9 08:14:31 2025 daemon.err tollgate-basic[6195]: 2025/05/09 08:14:31 Janitor module initialized and listening for NIP-94 events Fri May 9 08:14:31 2025 daemon.err tollgate-basic[6195]: 2025/05/09 08:14:31.986743 Registering handlers... Fri May 9 08:14:31 2025 daemon.err tollgate-basic[6195]: 2025/05/09 08:14:31.986768 Starting to listen for NIP-94 events Fri May 9 08:14:31 2025 daemon.err tollgate-basic[6195]: 2025/05/09 08:14:31.986912 Starting HTTP server on all interfaces... Fri May 9 08:14:31 2025 daemon.info tollgate-basic[6195]: Starting Tollgate - TIP-01 Fri May 9 08:14:31 2025 daemon.info tollgate-basic[6195]: Listening on all interfaces on port :2121 Fri May 9 08:14:31 2025 daemon.info tollgate-basic[6195]: Starting event processing loop Fri May 9 08:14:31 2025 daemon.info tollgate-basic[6195]: Connecting to relay: wss://relay.damus.io Fri May 9 08:14:31 2025 daemon.info tollgate-basic[6195]: Connecting to relay: wss://nostr.mom Fri May 9 08:14:31 2025 daemon.info tollgate-basic[6195]: Connecting to relay: wss://nos.lol Fri May 9 08:14:31 2025 daemon.info tollgate-basic[6195]: Connecting to relay: wss://relay.tollgate.me Fri May 9 08:14:32 2025 daemon.info tollgate-basic[6195]: Connected to relay: wss://nos.lol Fri May 9 08:14:32 2025 daemon.info tollgate-basic[6195]: Subscription successful on relay wss://nos.lol Fri May 9 08:14:32 2025 daemon.info tollgate-basic[6195]: Subscribed to NIP-94 events on relay wss://nos.lol Fri May 9 08:14:32 2025 daemon.info tollgate-basic[6195]: Connected to relay: wss://nostr.mom Fri May 9 08:14:32 2025 daemon.info tollgate-basic[6195]: Subscription successful on relay wss://nostr.mom Fri May 9 08:14:32 2025 daemon.info tollgate-basic[6195]: Subscribed to NIP-94 events on relay wss://nostr.mom Fri May 9 08:14:32 2025 daemon.info tollgate-basic[6195]: Connected to relay: wss://relay.damus.io Fri May 9 08:14:32 2025 daemon.info tollgate-basic[6195]: Subscription successful on relay wss://relay.damus.io Fri May 9 08:14:32 2025 daemon.info tollgate-basic[6195]: Subscribed to NIP-94 events on relay wss://relay.damus.io Fri May 9 08:14:51 2025 daemon.info tollgate-basic[6195]: Connecting to relay: wss://relay.tollgate.me

```

TollGate is still at v0.0.2: root@OpenWrt:/tmp# opkg list-installed | grep "tollgate" tollgate-module-basic-go - v0.0.2

Adjusted trusted maintainer in config file: root@OpenWrt:/tmp# cat /etc/tollgate/config.json | jq { "tollgate_private_key": "8a45d0add1c7ddf668f9818df550edfa907ae8ea59d6581a4ca07473d468d663", "accepted_mints": [ "https://mint.minibits.cash/Bitcoin", "https://mint2.nutmix.cash" ], "price_per_minute": 1, "bragging": { "enabled": true, "fields": [ "amount", "mint", "duration" ] }, "relays": [ "wss://relay.damus.io", "wss://nos.lol", "wss://nostr.mom", "wss://relay.tollgate.me" ], "trusted_maintainers": [ "c0757f43081aa96a8733b58fb7f745d8c784ecdfc02477a1b7b99e35416fff0b" ], "fields_to_be_reviewed": [ "price_per_minute", "relays", "tollgate_private_key", "trusted_maintainers" ], "nip94_event_id": "unknown" }

Update succeeded: Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Connecting to relay: wss://relay.damus.io Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Connecting to relay: wss://nostr.mom Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Connecting to relay: wss://relay.tollgate.me Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Connecting to relay: wss://nos.lol Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Connected to relay: wss://nos.lol Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Connected to relay: wss://nostr.mom Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Subscription successful on relay wss://nostr.mom Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Subscribed to NIP-94 events on relay wss://nostr.mom Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Subscription successful on relay wss://nos.lol Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Subscribed to NIP-94 events on relay wss://nos.lol Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Connected to relay: wss://relay.damus.io Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Subscription successful on relay wss://relay.damus.io Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Subscribed to NIP-94 events on relay wss://relay.damus.io Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Started the timer Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Intersection: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.3] Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Right Time Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.3] Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Right Arch Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.3] Fri May 9 08:25:39 2025 daemon.info tollgate-basic[6375]: Right Version Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.3] Fri May 9 08:25:49 2025 daemon.err tollgate-basic[6375]: 2025/05/09 08:25:49.968769 Timeout reached, checking for new versions Fri May 9 08:25:49 2025 daemon.info tollgate-basic[6375]: Sorted Qualifying Events Keys: [basic-gl-mt3000-aarch64_cortex-a53.ipk-v0.0.3] Fri May 9 08:25:49 2025 daemon.info tollgate-basic[6375]: Newer package version available: v0.0.3 Fri May 9 08:25:49 2025 daemon.info tollgate-basic[6375]: Downloading package from https://blossom.swissdash.site/2578aef61b82a50ed92eb77c4831d2133c325536460acdeb7f3024321bd47f3f.ipk to /tmp/2578aef61b82a50ed92eb77c4831d2133c325536460acdeb7f3024321bd47f3f.ipk Fri May 9 08:25:51 2025 daemon.info tollgate-basic[6375]: Package downloaded successfully to /tmp/ Fri May 9 08:25:51 2025 daemon.info tollgate-basic[6375]: New package version is ready to be installed by cronjob Fri May 9 08:25:51 2025 daemon.err tollgate-basic[6375]: 2025/05/09 08:25:51.327815 Verifying package checksum Fri May 9 08:25:51 2025 daemon.err tollgate-basic[6375]: 2025/05/09 08:25:51.337239 Package checksum verified successfully Fri May 9 08:25:59 2025 daemon.info tollgate-basic[6375]: Connecting to relay: wss://relay.tollgate.me Fri May 9 08:26:06 2025 daemon.err tollgate-basic[6843]: 2025/05/09 08:26:06 NIP94EventID: 9d02b38f147c316756641c7f3f2720c2adf265d0cfa763665d37c9e102294c0c Fri May 9 08:26:06 2025 daemon.err tollgate-basic[6843]: 2025/05/09 08:26:06 IPAddressRandomized: 10.156.11.1 Fri May 9 08:26:07 2025 daemon.info tollgate-basic[6843]: TODO: include min payment (1) for https://mint.minibits.cash/Bitcoin in future Fri May 9 08:26:07 2025 daemon.info tollgate-basic[6843]: TODO: include min payment (1) for https://mint2.nutmix.cash in future Fri May 9 08:26:07 2025 daemon.info tollgate-basic[6843]: Starting Tollgate - TIP-01 Fri May 9 08:26:07 2025 daemon.info tollgate-basic[6843]: Listening on all interfaces on port :2121 Fri May 9 08:26:07 2025 daemon.err tollgate-basic[6843]: 2025/05/09 08:26:07 Janitor module initialized and listening for NIP-94 events Fri May 9 08:26:07 2025 daemon.err tollgate-basic[6843]: 2025/05/09 08:26:07.762570 Registering handlers... Fri May 9 08:26:07 2025 daemon.err tollgate-basic[6843]: 2025/05/09 08:26:07.762699 Starting HTTP server on all interfaces... Fri May 9 08:26:07 2025 daemon.err tollgate-basic[6843]: 2025/05/09 08:26:07.763463 Starting to listen for NIP-94 events Fri May 9 08:26:07 2025 daemon.info tollgate-basic[6843]: Starting event processing loop

New version: root@OpenWrt:/tmp# opkg list-installed | grep "tollgate" tollgate-module-basic-go - v0.0.3

@ 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

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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

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Warning: This piece contains a conversation about difficult topics. Please proceed with caution.

TL;DR please educate your children about online safety.

Julian Assange wrote in his 2012 book Cypherpunks, “This book is not a manifesto. There isn’t time for that. This book is a warning.” I read it a few times over the past summer. Those opening lines definitely stood out to me. I wish we had listened back then. He saw something about the internet that few had the ability to see. There are some individuals who are so close to a topic that when they speak, it’s difficult for others who aren’t steeped in it to visualize what they’re talking about. I didn’t read the book until more recently. If I had read it when it came out, it probably would have sounded like an unknown foreign language to me. Today it makes more sense.

This isn’t a manifesto. This isn’t a book. There is no time for that. It’s a warning and a possible solution from a desperate and determined survivor advocate who has been pulling and unraveling a thread for a few years. At times, I feel too close to this topic to make any sense trying to convey my pathway to my conclusions or thoughts to the general public. My hope is that if nothing else, I can convey my sense of urgency while writing this. This piece is a watchman’s warning.

When a child steps online, they are walking into a new world. A new reality. When you hand a child the internet, you are handing them possibilities—good, bad, and ugly. This is a conversation about lowering the potential of negative outcomes of stepping into that new world and how I came to these conclusions. I constantly compare the internet to the road. You wouldn’t let a young child run out into the road with no guidance or safety precautions. When you hand a child the internet without any type of guidance or safety measures, you are allowing them to play in rush hour, oncoming traffic. “Look left, look right for cars before crossing.” We almost all have been taught that as children. What are we taught as humans about safety before stepping into a completely different reality like the internet? Very little.

I could never really figure out why many folks in tech, privacy rights activists, and hackers seemed so cold to me while talking about online child sexual exploitation. I always figured that as a survivor advocate for those affected by these crimes, that specific, skilled group of individuals would be very welcoming and easy to talk to about such serious topics. I actually had one hacker laugh in my face when I brought it up while I was looking for answers. I thought maybe this individual thought I was accusing them of something I wasn’t, so I felt bad for asking. I was constantly extremely disappointed and would ask myself, “Why don’t they care? What could I say to make them care more? What could I say to make them understand the crisis and the level of suffering that happens as a result of the problem?”

I have been serving minor survivors of online child sexual exploitation for years. My first case serving a survivor of this specific crime was in 2018—a 13-year-old girl sexually exploited by a serial predator on Snapchat. That was my first glimpse into this side of the internet. I won a national award for serving the minor survivors of Twitter in 2023, but I had been working on that specific project for a few years. I was nominated by a lawyer representing two survivors in a legal battle against the platform. I’ve never really spoken about this before, but at the time it was a choice for me between fighting Snapchat or Twitter. I chose Twitter—or rather, Twitter chose me. I heard about the story of John Doe #1 and John Doe #2, and I was so unbelievably broken over it that I went to war for multiple years. I was and still am royally pissed about that case. As far as I was concerned, the John Doe #1 case proved that whatever was going on with corporate tech social media was so out of control that I didn’t have time to wait, so I got to work. It was reading the messages that John Doe #1 sent to Twitter begging them to remove his sexual exploitation that broke me. He was a child begging adults to do something. A passion for justice and protecting kids makes you do wild things. I was desperate to find answers about what happened and searched for solutions. In the end, the platform Twitter was purchased. During the acquisition, I just asked Mr. Musk nicely to prioritize the issue of detection and removal of child sexual exploitation without violating digital privacy rights or eroding end-to-end encryption. Elon thanked me multiple times during the acquisition, made some changes, and I was thanked by others on the survivors’ side as well.

I still feel that even with the progress made, I really just scratched the surface with Twitter, now X. I left that passion project when I did for a few reasons. I wanted to give new leadership time to tackle the issue. Elon Musk made big promises that I knew would take a while to fulfill, but mostly I had been watching global legislation transpire around the issue, and frankly, the governments are willing to go much further with X and the rest of corporate tech than I ever would. My work begging Twitter to make changes with easier reporting of content, detection, and removal of child sexual exploitation material—without violating privacy rights or eroding end-to-end encryption—and advocating for the minor survivors of the platform went as far as my principles would have allowed. I’m grateful for that experience. I was still left with a nagging question: “How did things get so bad with Twitter where the John Doe #1 and John Doe #2 case was able to happen in the first place?” I decided to keep looking for answers. I decided to keep pulling the thread.

I never worked for Twitter. This is often confusing for folks. I will say that despite being disappointed in the platform’s leadership at times, I loved Twitter. I saw and still see its value. I definitely love the survivors of the platform, but I also loved the platform. I was a champion of the platform’s ability to give folks from virtually around the globe an opportunity to speak and be heard.

I want to be clear that John Doe #1 really is my why. He is the inspiration. I am writing this because of him. He represents so many globally, and I’m still inspired by his bravery. One child’s voice begging adults to do something—I’m an adult, I heard him. I’d go to war a thousand more lifetimes for that young man, and I don’t even know his name. Fighting has been personally dark at times; I’m not even going to try to sugarcoat it, but it has been worth it.

The data surrounding the very real crime of online child sexual exploitation is available to the public online at any time for anyone to see. I’d encourage you to go look at the data for yourself. I believe in encouraging folks to check multiple sources so that you understand the full picture. If you are uncomfortable just searching around the internet for information about this topic, use the terms “CSAM,” “CSEM,” “SG-CSEM,” or “AI Generated CSAM.” The numbers don’t lie—it’s a nightmare that’s out of control. It’s a big business. The demand is high, and unfortunately, business is booming. Organizations collect the data, tech companies often post their data, governments report frequently, and the corporate press has covered a decent portion of the conversation, so I’m sure you can find a source that you trust.

Technology is changing rapidly, which is great for innovation as a whole but horrible for the crime of online child sexual exploitation. Those wishing to exploit the vulnerable seem to be adapting to each technological change with ease. The governments are so far behind with tackling these issues that as I’m typing this, it’s borderline irrelevant to even include them while speaking about the crime or potential solutions. Technology is changing too rapidly, and their old, broken systems can’t even dare to keep up. Think of it like the governments’ “War on Drugs.” Drugs won. In this case as well, the governments are not winning. The governments are talking about maybe having a meeting on potentially maybe having legislation around the crimes. The time to have that meeting would have been many years ago. I’m not advocating for governments to legislate our way out of this. I’m on the side of educating and innovating our way out of this.

I have been clear while advocating for the minor survivors of corporate tech platforms that I would not advocate for any solution to the crime that would violate digital privacy rights or erode end-to-end encryption. That has been a personal moral position that I was unwilling to budge on. This is an extremely unpopular and borderline nonexistent position in the anti-human trafficking movement and online child protection space. I’m often fearful that I’m wrong about this. I have always thought that a better pathway forward would have been to incentivize innovation for detection and removal of content. I had no previous exposure to privacy rights activists or Cypherpunks—actually, I came to that conclusion by listening to the voices of MENA region political dissidents and human rights activists. After developing relationships with human rights activists from around the globe, I realized how important privacy rights and encryption are for those who need it most globally. I was simply unwilling to give more power, control, and opportunities for mass surveillance to big abusers like governments wishing to enslave entire nations and untrustworthy corporate tech companies to potentially end some portion of abuses online. On top of all of it, it has been clear to me for years that all potential solutions outside of violating digital privacy rights to detect and remove child sexual exploitation online have not yet been explored aggressively. I’ve been disappointed that there hasn’t been more of a conversation around preventing the crime from happening in the first place.

What has been tried is mass surveillance. In China, they are currently under mass surveillance both online and offline, and their behaviors are attached to a social credit score. Unfortunately, even on state-run and controlled social media platforms, they still have child sexual exploitation and abuse imagery pop up along with other crimes and human rights violations. They also have a thriving black market online due to the oppression from the state. In other words, even an entire loss of freedom and privacy cannot end the sexual exploitation of children online. It’s been tried. There is no reason to repeat this method.

It took me an embarrassingly long time to figure out why I always felt a slight coldness from those in tech and privacy-minded individuals about the topic of child sexual exploitation online. I didn’t have any clue about the “Four Horsemen of the Infocalypse.” This is a term coined by Timothy C. May in 1988. I would have been a child myself when he first said it. I actually laughed at myself when I heard the phrase for the first time. I finally got it. The Cypherpunks weren’t wrong about that topic. They were so spot on that it is borderline uncomfortable. I was mad at first that they knew that early during the birth of the internet that this issue would arise and didn’t address it. Then I got over it because I realized that it wasn’t their job. Their job was—is—to write code. Their job wasn’t to be involved and loving parents or survivor advocates. Their job wasn’t to educate children on internet safety or raise awareness; their job was to write code.

They knew that child sexual abuse material would be shared on the internet. They said what would happen—not in a gleeful way, but a prediction. Then it happened.

I equate it now to a concrete company laying down a road. As you’re pouring the concrete, you can say to yourself, “A terrorist might travel down this road to go kill many, and on the flip side, a beautiful child can be born in an ambulance on this road.” Who or what travels down the road is not their responsibility—they are just supposed to lay the concrete. I’d never go to a concrete pourer and ask them to solve terrorism that travels down roads. Under the current system, law enforcement should stop terrorists before they even make it to the road. The solution to this specific problem is not to treat everyone on the road like a terrorist or to not build the road.

So I understand the perceived coldness from those in tech. Not only was it not their job, but bringing up the topic was seen as the equivalent of asking a free person if they wanted to discuss one of the four topics—child abusers, terrorists, drug dealers, intellectual property pirates, etc.—that would usher in digital authoritarianism for all who are online globally.

Privacy rights advocates and groups have put up a good fight. They stood by their principles. Unfortunately, when it comes to corporate tech, I believe that the issue of privacy is almost a complete lost cause at this point. It’s still worth pushing back, but ultimately, it is a losing battle—a ticking time bomb.

I do think that corporate tech providers could have slowed down the inevitable loss of privacy at the hands of the state by prioritizing the detection and removal of CSAM when they all started online. I believe it would have bought some time, fewer would have been traumatized by that specific crime, and I do believe that it could have slowed down the demand for content. If I think too much about that, I’ll go insane, so I try to push the “if maybes” aside, but never knowing if it could have been handled differently will forever haunt me. At night when it’s quiet, I wonder what I would have done differently if given the opportunity. I’ll probably never know how much corporate tech knew and ignored in the hopes that it would go away while the problem continued to get worse. They had different priorities. The most voiceless and vulnerable exploited on corporate tech never had much of a voice, so corporate tech providers didn’t receive very much pushback.

Now I’m about to say something really wild, and you can call me whatever you want to call me, but I’m going to say what I believe to be true. I believe that the governments are either so incompetent that they allowed the proliferation of CSAM online, or they knowingly allowed the problem to fester long enough to have an excuse to violate privacy rights and erode end-to-end encryption. The US government could have seized the corporate tech providers over CSAM, but I believe that they were so useful as a propaganda arm for the regimes that they allowed them to continue virtually unscathed.

That season is done now, and the governments are making the issue a priority. It will come at a high cost. Privacy on corporate tech providers is virtually done as I’m typing this. It feels like a death rattle. I’m not particularly sure that we had much digital privacy to begin with, but the illusion of a veil of privacy feels gone.

To make matters slightly more complex, it would be hard to convince me that once AI really gets going, digital privacy will exist at all.

I believe that there should be a conversation shift to preserving freedoms and human rights in a post-privacy society.

I don’t want to get locked up because AI predicted a nasty post online from me about the government. I’m not a doomer about AI—I’m just going to roll with it personally. I’m looking forward to the positive changes that will be brought forth by AI. I see it as inevitable. A bit of privacy was helpful while it lasted. Please keep fighting to preserve what is left of privacy either way because I could be wrong about all of this.

On the topic of AI, the addition of AI to the horrific crime of child sexual abuse material and child sexual exploitation in multiple ways so far has been devastating. It’s currently out of control. The genie is out of the bottle. I am hopeful that innovation will get us humans out of this, but I’m not sure how or how long it will take. We must be extremely cautious around AI legislation. It should not be illegal to innovate even if some bad comes with the good. I don’t trust that the governments are equipped to decide the best pathway forward for AI. Source: the entire history of the government.

I have been personally negatively impacted by AI-generated content. Every few days, I get another alert that I’m featured again in what’s called “deep fake pornography” without my consent. I’m not happy about it, but what pains me the most is the thought that for a period of time down the road, many globally will experience what myself and others are experiencing now by being digitally sexually abused in this way. If you have ever had your picture taken and posted online, you are also at risk of being exploited in this way. Your child’s image can be used as well, unfortunately, and this is just the beginning of this particular nightmare. It will move to more realistic interpretations of sexual behaviors as technology improves. I have no brave words of wisdom about how to deal with that emotionally. I do have hope that innovation will save the day around this specific issue. I’m nervous that everyone online will have to ID verify due to this issue. I see that as one possible outcome that could help to prevent one problem but inadvertently cause more problems, especially for those living under authoritarian regimes or anyone who needs to remain anonymous online. A zero-knowledge proof (ZKP) would probably be the best solution to these issues. There are some survivors of violence and/or sexual trauma who need to remain anonymous online for various reasons. There are survivor stories available online of those who have been abused in this way. I’d encourage you seek out and listen to their stories.

There have been periods of time recently where I hesitate to say anything at all because more than likely AI will cover most of my concerns about education, awareness, prevention, detection, and removal of child sexual exploitation online, etc.

Unfortunately, some of the most pressing issues we’ve seen online over the last few years come in the form of “sextortion.” Self-generated child sexual exploitation (SG-CSEM) numbers are continuing to be terrifying. I’d strongly encourage that you look into sextortion data. AI + sextortion is also a huge concern. The perpetrators are using the non-sexually explicit images of children and putting their likeness on AI-generated child sexual exploitation content and extorting money, more imagery, or both from minors online. It’s like a million nightmares wrapped into one. The wild part is that these issues will only get more pervasive because technology is harnessed to perpetuate horror at a scale unimaginable to a human mind.

Even if you banned phones and the internet or tried to prevent children from accessing the internet, it wouldn’t solve it. Child sexual exploitation will still be with us until as a society we start to prevent the crime before it happens. That is the only human way out right now.

There is no reset button on the internet, but if I could go back, I’d tell survivor advocates to heed the warnings of the early internet builders and to start education and awareness campaigns designed to prevent as much online child sexual exploitation as possible. The internet and technology moved quickly, and I don’t believe that society ever really caught up. We live in a world where a child can be groomed by a predator in their own home while sitting on a couch next to their parents watching TV. We weren’t ready as a species to tackle the fast-paced algorithms and dangers online. It happened too quickly for parents to catch up. How can you parent for the ever-changing digital world unless you are constantly aware of the dangers?

I don’t think that the internet is inherently bad. I believe that it can be a powerful tool for freedom and resistance. I’ve spoken a lot about the bad online, but there is beauty as well. We often discuss how victims and survivors are abused online; we rarely discuss the fact that countless survivors around the globe have been able to share their experiences, strength, hope, as well as provide resources to the vulnerable. I do question if giving any government or tech company access to censorship, surveillance, etc., online in the name of serving survivors might not actually impact a portion of survivors negatively. There are a fair amount of survivors with powerful abusers protected by governments and the corporate press. If a survivor cannot speak to the press about their abuse, the only place they can go is online, directly or indirectly through an independent journalist who also risks being censored. This scenario isn’t hard to imagine—it already happened in China. During #MeToo, a survivor in China wanted to post their story. The government censored the post, so the survivor put their story on the blockchain. I’m excited that the survivor was creative and brave, but it’s terrifying to think that we live in a world where that situation is a necessity.

I believe that the future for many survivors sharing their stories globally will be on completely censorship-resistant and decentralized protocols. This thought in particular gives me hope. When we listen to the experiences of a diverse group of survivors, we can start to understand potential solutions to preventing the crimes from happening in the first place.

My heart is broken over the gut-wrenching stories of survivors sexually exploited online. Every time I hear the story of a survivor, I do think to myself quietly, “What could have prevented this from happening in the first place?” My heart is with survivors.

My head, on the other hand, is full of the understanding that the internet should remain free. The free flow of information should not be stopped. My mind is with the innocent citizens around the globe that deserve freedom both online and offline.

The problem is that governments don’t only want to censor illegal content that violates human rights—they create legislation that is so broad that it can impact speech and privacy of all. “Don’t you care about the kids?” Yes, I do. I do so much that I’m invested in finding solutions. I also care about all citizens around the globe that deserve an opportunity to live free from a mass surveillance society. If terrorism happens online, I should not be punished by losing my freedom. If drugs are sold online, I should not be punished. I’m not an abuser, I’m not a terrorist, and I don’t engage in illegal behaviors. I refuse to lose freedom because of others’ bad behaviors online.

I want to be clear that on a long enough timeline, the governments will decide that they can be better parents/caregivers than you can if something isn’t done to stop minors from being sexually exploited online. The price will be a complete loss of anonymity, privacy, free speech, and freedom of religion online. I find it rather insulting that governments think they’re better equipped to raise children than parents and caretakers.

So we can’t go backwards—all that we can do is go forward. Those who want to have freedom will find technology to facilitate their liberation. This will lead many over time to decentralized and open protocols. So as far as I’m concerned, this does solve a few of my worries—those who need, want, and deserve to speak freely online will have the opportunity in most countries—but what about online child sexual exploitation?

When I popped up around the decentralized space, I was met with the fear of censorship. I’m not here to censor you. I don’t write code. I couldn’t censor anyone or any piece of content even if I wanted to across the internet, no matter how depraved. I don’t have the skills to do that.

I’m here to start a conversation. Freedom comes at a cost. You must always fight for and protect your freedom. I can’t speak about protecting yourself from all of the Four Horsemen because I simply don’t know the topics well enough, but I can speak about this one topic.

If there was a shortcut to ending online child sexual exploitation, I would have found it by now. There isn’t one right now. I believe that education is the only pathway forward to preventing the crime of online child sexual exploitation for future generations.

I propose a yearly education course for every child of all school ages, taught as a standard part of the curriculum. Ideally, parents/caregivers would be involved in the education/learning process.

Course: - The creation of the internet and computers - The fight for cryptography - The tech supply chain from the ground up (example: human rights violations in the supply chain) - Corporate tech - Freedom tech - Data privacy - Digital privacy rights - AI (history-current) - Online safety (predators, scams, catfishing, extortion) - Bitcoin - Laws - How to deal with online hate and harassment - Information on who to contact if you are being abused online or offline - Algorithms - How to seek out the truth about news, etc., online

The parents/caregivers, homeschoolers, unschoolers, and those working to create decentralized parallel societies have been an inspiration while writing this, but my hope is that all children would learn this course, even in government ran schools. Ideally, parents would teach this to their own children.

The decentralized space doesn’t want child sexual exploitation to thrive. Here’s the deal: there has to be a strong prevention effort in order to protect the next generation. The internet isn’t going anywhere, predators aren’t going anywhere, and I’m not down to let anyone have the opportunity to prove that there is a need for more government. I don’t believe that the government should act as parents. The governments have had a chance to attempt to stop online child sexual exploitation, and they didn’t do it. Can we try a different pathway forward?

I’d like to put myself out of a job. I don’t want to ever hear another story like John Doe #1 ever again. This will require work. I’ve often called online child sexual exploitation the lynchpin for the internet. It’s time to arm generations of children with knowledge and tools. I can’t do this alone.

Individuals have fought so that I could have freedom online. I want to fight to protect it. I don’t want child predators to give the government any opportunity to take away freedom. Decentralized spaces are as close to a reset as we’ll get with the opportunity to do it right from the start. Start the youth off correctly by preventing potential hazards to the best of your ability.

The good news is anyone can work on this! I’d encourage you to take it and run with it. I added the additional education about the history of the internet to make the course more educational and fun. Instead of cleaning up generations of destroyed lives due to online sexual exploitation, perhaps this could inspire generations of those who will build our futures. Perhaps if the youth is armed with knowledge, they can create more tools to prevent the crime.

This one solution that I’m suggesting can be done on an individual level or on a larger scale. It should be adjusted depending on age, learning style, etc. It should be fun and playful.

This solution does not address abuse in the home or some of the root causes of offline child sexual exploitation. My hope is that it could lead to some survivors experiencing abuse in the home an opportunity to disclose with a trusted adult. The purpose for this solution is to prevent the crime of online child sexual exploitation before it occurs and to arm the youth with the tools to contact safe adults if and when it happens.

In closing, I went to hell a few times so that you didn’t have to. I spoke to the mothers of survivors of minors sexually exploited online—their tears could fill rivers. I’ve spoken with political dissidents who yearned to be free from authoritarian surveillance states. The only balance that I’ve found is freedom online for citizens around the globe and prevention from the dangers of that for the youth. Don’t slow down innovation and freedom. Educate, prepare, adapt, and look for solutions.

I’m not perfect and I’m sure that there are errors in this piece. I hope that you find them and it starts a conversation.

@ 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.”

@ 6146ad04:a0937b0b

In the rapidly evolving world of technology, edge computing has emerged as a game-changing innovation, reshaping how data is processed, analyzed, and delivered. Unlike traditional cloud computing, which relies on centralized data centers, edge computing processes data closer to the source—right where it's generated.

This shift is driven by the explosion of Internet of Things (IoT) devices, autonomous systems, and real-time applications that demand low latency and fast decision-making. From smart factories and self-driving cars to remote healthcare and AR/VR experiences, the need for real-time processing is fueling the growth of edge solutions.

Why Edge Computing Matters

As more devices connect to the internet, the volume of data being generated is staggering. Transmitting all this data to the cloud for processing can introduce delays and raise bandwidth costs. Edge computing addresses these challenges by enabling devices and local servers to handle tasks immediately, without having to send data back and forth to the cloud.

Key benefits include:

Reduced latency: Ideal for time-sensitive applications like autonomous vehicles and industrial automation.

Improved security: Sensitive data can be processed locally, minimizing exposure.

Cost efficiency: Reduces bandwidth and storage demands on central data centers.

Real-World Applications

1. Healthcare: Wearables and remote monitoring devices use edge computing to detect anomalies and alert physicians in real time.

2. Retail: Smart shelves and AI-powered cameras analyze consumer behavior on the spot.

3. Manufacturing: Machines use edge-based analytics to predict maintenance needs and prevent downtime.

Challenges Ahead

Despite its promise, edge computing is not without hurdles. Managing a distributed network of devices, ensuring consistent software updates, and maintaining security at the edge require robust frameworks and standards. Scalability and interoperability remain ongoing concerns for developers and organizations.

The Road Ahead

With the rollout of 5G and advancements in AI, edge computing is poised for massive growth. According to industry forecasts, the global edge computing market is expected to exceed $100 billion by 2030. As businesses continue to demand faster, smarter, and more secure tech infrastructure, edge computing will be at the heart of the next digital transformation.

@ 3bf0c63f:aefa459d

início

"Vocês vêem? Vêem a história? Vêem alguma coisa? Me parece que estou tentando lhes contar um sonho -- fazendo uma tentativa inútil, porque nenhum relato de sonho pode transmitir a sensação de sonho, aquela mistura de absurdo, surpresa e espanto numa excitação de revolta tentando se impôr, aquela noção de ser tomado pelo incompreensível que é da própria essência dos sonhos..."

Ele ficou em silêncio por alguns instantes.

"... Não, é impossível; é impossível transmitir a sensação viva de qualquer época determinada de nossa existência -- aquela que constitui a sua verdade, o seu significado, a sua essência sutil e contundente. É impossível. Vivemos, como sonhamos -- sozinhos..."

• Livros mencionados por Olavo de Carvalho
• Antiga homepage Olavo de Carvalho
• Bitcoin explicado de um jeito correto e inteligível
• Reclamações

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• Nostr
• Bitcoin
• How IPFS is broken
• Programming quibbles
• Economics
• Open-source software

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Nostr GitHub Telegram code

@ a8d1560d:3fec7a08

h1 🙂

h2 😈

h3 😴

h4 💩

h5 👾

h6 😺

codeblock 😮‍💨🤖😨😎😉🛹🧗🏻‍♀🥉🤸🏻‍♂️

Further tests

😊🤩🥵🤪😥😈👽👈🏻👆🏻☝🏻👌🏻💋👧🏻👩🏻‍🦰👷🏻‍♀️🕵🏻‍♀️👩🏻‍⚕️👨🏻‍🚀🧛🏻‍♂🧝🏻‍♀🕴🏻👩‍👩‍👦🎩🧦
🐶🐧🐜🙈🦆🦐🐂🐇🐕‍🦺🐆🌱🌕🌗🌑🌓🌍🌎🌏⛈🌈 🫐🥨🥝🫛🍳🍧🥙🍺🍹🍷
🍏🍎🥥🥝🍯🍆🥜🥛🍺🧊🥢🧂
⚽🏑🤸🏻‍♀️⛳🚴🏻‍♀️🥇🥈🥉🎯🎮
🚗🚖🛟🚇🛶🚥🚧🏣🎇🌆🌄🌠🌁
⌚📀📺📸📡💎🪙💵💴💶💷(but no Bitcoin)🪙🛢⚱🩻🕳🛋🛍📁📂🗂📝🔓🔒🔏🔐
❤🧡💛💚🩵💙💜☮✝🕉☯🕎✡🆚☢㊙❌🔰〽🔞❎🌐🛃💤➡〰🔉🕚
🏳🏴🏴‍☠️🏁🚩🏳️‍🌈🇺🇸🇪🇺🇩🇪🇺🇦🇻🇦🇸🇻

@ c631e267:c2b78d3e

Du bist recht appetitlich oben anzuschauen, \ doch unten hin die Bestie macht mir Grauen. \ Johann Wolfgang von Goethe

Wie wenig bekömmlich sogenannte «Ultra-Processed Foods» wie Fertiggerichte, abgepackte Snacks oder Softdrinks sind, hat kürzlich eine neue Studie untersucht. Derweil kann Fleisch auch wegen des Einsatzes antimikrobieller Mittel in der Massentierhaltung ein Problem darstellen. Internationale Bemühungen, diesen Gebrauch zu reduzieren, um die Antibiotikaresistenz bei Menschen einzudämmen, sind nun möglicherweise gefährdet.

Leider ist Politik oft mindestens genauso unappetitlich und ungesund wie diverse Lebensmittel. Die «Corona-Zeit» und ihre Auswirkungen sind ein beredtes Beispiel. Der Thüringer Landtag diskutiert gerade den Entwurf eines «Coronamaßnahmen-Unrechtsbereinigungsgesetzes» und das kanadische Gesundheitsministerium versucht, tausende Entschädigungsanträge wegen Impfnebenwirkungen mit dem Budget von 75 Millionen Dollar unter einen Hut zu bekommen. In den USA soll die Zulassung von Covid-«Impfstoffen» überdacht werden, während man sich mit China um die Herkunft des Virus streitet.

Wo Corona-Verbrecher von Medien und Justiz gedeckt werden, verfolgt man Aufklärer und Aufdecker mit aller Härte. Der Anwalt und Mitbegründer des Corona-Ausschusses Reiner Fuellmich, der seit Oktober 2023 in Untersuchungshaft sitzt, wurde letzte Woche zu drei Jahren und neun Monaten verurteilt – wegen Veruntreuung. Am Mittwoch teilte der von vielen Impfschadensprozessen bekannte Anwalt Tobias Ulbrich mit, dass er vom Staatsschutz verfolgt wird und sich daher künftig nicht mehr öffentlich äußern werde.

Von der kommenden deutschen Bundesregierung aus Wählerbetrügern, Transatlantikern, Corona-Hardlinern und Russenhassern kann unmöglich eine Verbesserung erwartet werden. Nina Warken beispielsweise, die das Ressort Gesundheit übernehmen soll, diffamierte Maßnahmenkritiker als «Coronaleugner» und forderte eine Impfpflicht, da die wundersamen Injektionen angeblich «nachweislich helfen». Laut dem designierten Außenminister Johann Wadephul wird Russland «für uns immer der Feind» bleiben. Deswegen will er die Ukraine «nicht verlieren lassen» und sieht die Bevölkerung hinter sich, solange nicht deutsche Soldaten dort sterben könnten.

Eine wichtige Personalie ist auch die des künftigen Regierungssprechers. Wenngleich Hebestreit an Arroganz schwer zu überbieten sein wird, dürfte sich die Art der Kommunikation mit Stefan Kornelius in der Sache kaum ändern. Der Politikchef der Süddeutschen Zeitung «prägte den Meinungsjournalismus der SZ» und schrieb «in dieser Rolle auch für die Titel der Tamedia». Allerdings ist, anders als noch vor zehn Jahren, die Einbindung von Journalisten in Thinktanks wie die Deutsche Atlantische Gesellschaft (DAG) ja heute eher eine Empfehlung als ein Problem.

Ungesund ist definitiv auch die totale Digitalisierung, nicht nur im Gesundheitswesen. Lauterbachs Abschiedsgeschenk, die «abgesicherte» elektronische Patientenakte (ePA) ist völlig überraschenderweise direkt nach dem Bundesstart erneut gehackt worden. Norbert Häring kommentiert angesichts der Datenlecks, wer die ePA nicht abwähle, könne seine Gesundheitsdaten ebensogut auf Facebook posten.

Dass die staatlichen Kontrolleure so wenig auf freie Software und dezentrale Lösungen setzen, verdeutlicht die eigentlichen Intentionen hinter der Digitalisierungswut. Um Sicherheit und Souveränität geht es ihnen jedenfalls nicht – sonst gäbe es zum Beispiel mehr Unterstützung für Bitcoin und für Initiativen wie die der Spar-Supermärkte in der Schweiz.

[Titelbild: Pixabay]

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Dieser Beitrag wurde mit dem Pareto-Client geschrieben und ist zuerst auf Transition News erschienen.

@ 21335073:a244b1ad

I want to see Nostr succeed. If you can think of a way I can help make that happen, I’m open to it. I’d like your suggestions.

My schedule’s shifting soon, and I could volunteer a few hours a week to a Nostr project. I won’t have more total time, but how I use it will change.

Why help? I care about freedom. Nostr’s one of the most powerful freedom tools I’ve seen in my lifetime. If I believe that, I should act on it.

I don’t care about money or sats. I’m not rich, I don’t have extra cash. That doesn’t drive me—freedom does. I’m volunteering, not asking for pay.

I’m not here for clout. I’ve had enough spotlight in my life; it doesn’t move me. If I wanted clout, I’d be on Twitter dropping basic takes. Clout’s easy. Freedom’s hard. I’d rather help anonymously. No speaking at events—small meetups are cool for the vibe, but big conferences? Not my thing. I’ll never hit a huge Bitcoin conference. It’s just not my scene.

That said, I could be convinced to step up if it’d really boost Nostr—as long as it’s legal and gets results.

In this space, I’d watch for social engineering. I watch out for it. I’m not here to make friends, just to help. No shade—you all seem great—but I’ve got a full life and awesome friends irl. I don’t need your crew or to be online cool. Connect anonymously if you want; I’d encourage it.

I’m sick of watching other social media alternatives grow while Nostr kinda stalls. I could trash-talk, but I’d rather do something useful.

Skills? I’m good at spotting social media problems and finding possible solutions. I won’t overhype myself—that’s weird—but if you’re responding, you probably see something in me. Perhaps you see something that I don’t see in myself.

If you need help now or later with Nostr projects, reach out. Nostr only—nothing else. Anonymous contact’s fine. Even just a suggestion on how I can pitch in, no project attached, works too. 💜

Creeps or harassment will get blocked or I’ll nuke my simplex code if it becomes a problem.

https://simplex.chat/contact#/?v=2-4&smp=smp%3A%2F%2FSkIkI6EPd2D63F4xFKfHk7I1UGZVNn6k1QWZ5rcyr6w%3D%40smp9.simplex.im%2FbI99B3KuYduH8jDr9ZwyhcSxm2UuR7j0%23%2F%3Fv%3D1-2%26dh%3DMCowBQYDK2VuAyEAS9C-zPzqW41PKySfPCEizcXb1QCus6AyDkTTjfyMIRM%253D%26srv%3Djssqzccmrcws6bhmn77vgmhfjmhwlyr3u7puw4erkyoosywgl67slqqd.onion

@ 77110427:f621e11c

All credit to Guns Magazine. Read the full issue here ⬇️

February 1970 PDF

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📰 Past Magazine Mondays 📰

001: May 1963

002: August 1969

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⬇️ Follow 1776 HODL ⬇️

Website

Nostr

@ e691f4df:1099ad65

Viewing Bitcoin Through the Light of Awakening

Ankh & Ohm Capital’s Overview of the Psycho-Spiritual Nature of Bitcoin

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Glossary:

I. Preface: The Logos of Our Logo

II. An Oracular Introduction

III. Alchemizing Greed

IV. Layers of Fractalized Thought

V. Permissionless Individuation

VI. Dispelling Paradox Through Resonance

VII. Ego Deflation

VIII. The Coin of Great Price

Preface: The Logos of Our Logo

Before we offer our lens on Bitcoin, it’s important to illuminate the meaning behind Ankh & Ohm’s name and symbol. These elements are not ornamental—they are foundational, expressing the cosmological principles that guide our work.

Our mission is to bridge the eternal with the practical. As a Bitcoin-focused family office and consulting firm, we understand capital not as an end, but as a tool—one that, when properly aligned, becomes a vehicle for divine order. We see Bitcoin not simply as a technological innovation but as an emanation of the Divine Logos—a harmonic expression of truth, transparency, and incorruptible structure. Both the beginning and the end, the Alpha and Omega.

The Ankh (☥), an ancient symbol of eternal life, is a key to the integration of opposites. It unites spirit and matter, force and form, continuity and change. It reminds us that capital, like Life, must not only be generative, but regenerative; sacred. Money must serve Life, not siphon from it.

The Ohm (Ω) holds a dual meaning. In physics, it denotes a unit of electrical resistance—the formative tension that gives energy coherence. In the Vedic tradition, Om (ॐ) is the primordial vibration—the sound from which all existence unfolds. Together, these symbols affirm a timeless truth: resistance and resonance are both sacred instruments of the Creator.

Ankh & Ohm, then, represents our striving for union, for harmony —between the flow of life and intentional structure, between incalculable abundance and measured restraint, between the lightbulb’s electrical impulse and its light-emitting filament. We stand at the threshold where intention becomes action, and where capital is not extracted, but cultivated in rhythm with the cosmos. 

We exist to shepherd this transformation, as guides of this threshold —helping families, founders, and institutions align with a deeper order, where capital serves not as the prize, but as a pathway to collective Presence, Purpose, Peace and Prosperity.

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An Oracular Introduction

Bitcoin is commonly understood as the first truly decentralized and secure form of digital money—a breakthrough in monetary sovereignty. But this view, while technically correct, is incomplete and spiritually shallow. Bitcoin is more than a tool for economic disruption. Bitcoin represents a mythic threshold: a symbol of the psycho-spiritual shift that many ancient traditions have long foretold.

For millennia, sages and seers have spoken of a coming Golden Age. In the Vedic Yuga cycles, in Plato’s Great Year, in the Eagle and Condor prophecies of the Americas—there exists a common thread: that humanity will emerge from darkness into a time of harmony, cooperation, and clarity. That the veil of illusion (maya, materiality) will thin, and reality will once again become transparent to the transcendent. In such an age, systems based on scarcity, deception, and centralization fall away. A new cosmology takes root—one grounded in balance, coherence, and sacred reciprocity.

But we must ask—how does such a shift happen? How do we cross from the age of scarcity, fear, and domination into one of coherence, abundance, and freedom?

One possible answer lies in the alchemy of incentive.

Bitcoin operates not just on the rules of computer science or Austrian economics, but on something far more old and subtle: the logic of transformation. It transmutes greed—a base instinct rooted in scarcity—into cooperation, transparency, and incorruptibility.

In this light, Bitcoin becomes more than code—it becomes a psychoactive protocol, one that rewires human behavior by aligning individual gain with collective integrity. It is not simply a new form of money. It is a new myth of value. A new operating system for human consciousness.

Bitcoin does not moralize. It harmonizes. It transforms the instinct for self-preservation into a pathway for planetary coherence.

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Alchemizing Greed

At the heart of Bitcoin lies the ancient alchemical principle of transmutation: that which is base may be refined into gold.

Greed, long condemned as a vice, is not inherently evil. It is a distorted longing. A warped echo of the drive to preserve life. But in systems built on scarcity and deception, this longing calcifies into hoarding, corruption, and decay.

Bitcoin introduces a new game. A game with memory. A game that makes deception inefficient and truth profitable. It does not demand virtue—it encodes consequence. Its design does not suppress greed; it reprograms it.

In traditional models, game theory often illustrates the fragility of trust. The Prisoner’s Dilemma reveals how self-interest can sabotage collective well-being. But Bitcoin inverts this. It creates an environment where self-interest and integrity converge—where the most rational action is also the most truthful.

Its ledger, immutable and transparent, exposes manipulation for what it is: energetically wasteful and economically self-defeating. Dishonesty burns energy and yields nothing. The network punishes incoherence, not by decree, but by natural law.

This is the spiritual elegance of Bitcoin: it does not suppress greed—it transmutes it. It channels the drive for personal gain into the architecture of collective order. Miners compete not to dominate, but to validate. Nodes collaborate not through trust, but through mathematical proof.

This is not austerity. It is alchemy.

Greed, under Bitcoin, is refined. Tempered. Re-forged into a generative force—no longer parasitic, but harmonic.

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Layers of Fractalized Thought Fragments

All living systems are layered. So is the cosmos. So is the human being. So is a musical scale.

At its foundation lies the timechain—the pulsing, incorruptible record of truth. Like the heart, it beats steadily. Every block, like a pulse, affirms its life through continuity. The difficulty adjustment—Bitcoin’s internal calibration—functions like heart rate variability, adapting to pressure while preserving coherence.

Above this base layer is the Lightning Network—a second layer facilitating rapid, efficient transactions. It is the nervous system: transmitting energy, reducing latency, enabling real-time interaction across a distributed whole.

Beyond that, emerging tools like Fedimint and Cashu function like the capillaries—bringing vitality to the extremities, to those underserved by legacy systems. They empower the unbanked, the overlooked, the forgotten. Privacy and dignity in the palms of those the old system refused to see.

And then there is NOSTR—the decentralized protocol for communication and creation. It is the throat chakra, the vocal cords of the “freedom-tech” body. It reclaims speech from the algorithmic overlords, making expression sovereign once more. It is also the reproductive system, as it enables the propagation of novel ideas and protocols in fertile, uncensorable soil.

Each layer plays its part. Not in hierarchy, but in harmony. In holarchy. Bitcoin and other open source protocols grow not through exogenous command, but through endogenous coherence. Like cells in an organism. Like a song.

Imagine the cell as a piece of glass from a shattered holographic plate —by which its perspectival, moving image can be restructured from the single shard. DNA isn’t only a logical script of base pairs, but an evolving progressive song. Its lyrics imbued with wise reflections on relationships.  The nucleus sings, the cell responds—not by command, but by memory. Life is not imposed; it is expressed. A reflection of a hidden pattern.

Bitcoin chants this. Each node, a living cell, holds the full timechain—Truth distributed, incorruptible. Remove one, and the whole remains. This isn’t redundancy. It’s a revelation on the power of protection in Truth.

Consensus is communion. Verification becomes a sacred rite—Truth made audible through math. 

Not just the signal; the song. A web of self-expression woven from Truth.

No center, yet every point alive with the whole. Like Indra’s Net, each reflects all. This is more than currency and information exchange. It is memory; a self-remembering Mind, unfolding through consensus and code. A Mind reflecting the Truth of reality at the speed of thought.

Heuristics are mental shortcuts—efficient, imperfect, alive. Like cells, they must adapt or decay. To become unbiased is to have self-balancing heuristics which carry feedback loops within them: they listen to the environment, mutate when needed, and survive by resonance with reality. Mutation is not error, but evolution. Its rules are simple, but their expression is dynamic. 

What persists is not rigidity, but pattern. 

To think clearly is not necessarily to be certain, but to dissolve doubt by listening, adjusting, and evolving thought itself.

To understand Bitcoin is simply to listen—patiently, clearly, as one would to a familiar rhythm returning.

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Permissionless Individuation

Bitcoin is a path. One that no one can walk for you.

Said differently, it is not a passive act. It cannot be spoon-fed. Like a spiritual path, it demands initiation, effort, and the willingness to question inherited beliefs.

Because Bitcoin is permissionless, no one can be forced to adopt it. One must choose to engage it—compelled by need, interest, or intuition. Each person who embarks undergoes their own version of the hero’s journey.

Carl Jung called this process Individuation—the reconciliation of fragmented psychic elements into a coherent, mature Self. Bitcoin mirrors this: it invites individuals to confront the unconscious assumptions of the fiat paradigm, and to re-integrate their relationship to time, value, and agency.

In Western traditions—alchemy, Christianity, Kabbalah—the individual is sacred, and salvation is personal. In Eastern systems—Daoism, Buddhism, the Vedas—the self is ultimately dissolved into the cosmic whole. Bitcoin, in a paradoxical way, echoes both: it empowers the individual, while aligning them with a holistic, transcendent order.

To truly see Bitcoin is to allow something false to die. A belief. A habit. A self-concept.

In that death—a space opens for deeper connection with the Divine itSelf. 

In that dissolution, something luminous is reborn. 

After the passing, Truth becomes resurrected.  

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Dispelling Paradox Through Resonance

There is a subtle paradox encoded into the hero’s journey: each starts in solidarity, yet the awakening affects the collective.

No one can be forced into understanding Bitcoin. Like a spiritual truth, it must be seen. And yet, once seen, it becomes nearly impossible to unsee—and easier for others to glimpse. The pattern catches.

This phenomenon mirrors the concept of morphic resonance, as proposed and empirically tested by biologist Rupert Sheldrake. Once a critical mass of individuals begins to embody a new behavior or awareness, it becomes easier—instinctive—for others to follow suit. Like the proverbial hundredth monkey who begins to wash the fruit in the sea water, and suddenly, monkeys across islands begin doing the same—without ever meeting.

When enough individuals embody a pattern, it ripples outward. Not through propaganda, but through field effect and wave propagation. It becomes accessible, instinctive, familiar—even across great distance.

Bitcoin spreads in this way. Not through centralized broadcast, but through subtle resonance. Each new node, each individual who integrates the protocol into their life, strengthens the signal for others. The protocol doesn’t shout; it hums, oscillates and vibrates——persistently, coherently, patiently.

One awakens. Another follows. The current builds. What was fringe becomes familiar. What was radical becomes obvious.

This is the sacred geometry of spiritual awakening. One awakens, another follows, and soon the fluidic current is strong enough to carry the rest. One becomes two, two become many, and eventually the many become One again. This tessellation reverberates through the human aura, not as ideology, but as perceivable pattern recognition.

Bitcoin’s most powerful marketing tool is truth. Its most compelling evangelist is reality. Its most unstoppable force is resonance.

Therefore, Bitcoin is not just financial infrastructure—it is psychic scaffolding. It is part of the subtle architecture through which new patterns of coherence ripple across the collective field. 

The training wheels from which humanity learns to embody Peace and Prosperity.

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Ego Deflation

The process of awakening is not linear, and its beginning is rarely gentle—it usually begins with disruption, with ego inflation and destruction.

To individuate is to shape a center; to recognize peripherals and create boundaries—to say, “I am.” But without integration, the ego tilts—collapsing into void or inflating into noise. Fiat reflects this pathology: scarcity hoarded, abundance simulated. Stagnation becomes disguised as safety, and inflation masquerades as growth.

In other words, to become whole, the ego must first rise—claiming agency, autonomy, and identity. However, when left unbalanced, it inflates, or implodes. It forgets its context. It begins to consume rather than connect. And so the process must reverse: what inflates must deflate.

In the fiat paradigm, this inflation is literal. More is printed, and ethos is diluted. Savings decay. Meaning erodes. Value is abstracted. The economy becomes bloated with inaudible noise. And like the psyche that refuses to confront its own shadow, it begins to collapse under the weight of its own illusions.

But under Bitcoin, time is honored. Value is preserved. Energy is not abstracted but grounded.

Bitcoin is inherently deflationary—in both economic and spiritual senses. With a fixed supply, it reveals what is truly scarce. Not money, not status—but the finite number of heartbeats we each carry.

To see Bitcoin is to feel that limit in one’s soul. To hold Bitcoin is to feel Time’s weight again. To sense the importance of Bitcoin is to feel the value of preserved, potential energy. It is to confront the reality that what matters cannot be printed, inflated, or faked. In this way, Bitcoin gently confronts the ego—not through punishment, but through clarity.

Deflation, rightly understood, is not collapse—it is refinement. It strips away illusion, bloat, and excess. It restores the clarity of essence.

Spiritually, this is liberation.

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The Coin of Great Price

There is an ancient parable told by a wise man:

“The kingdom of heaven is like a merchant seeking fine pearls, who, upon finding one of great price, sold all he had and bought it.”

Bitcoin is such a pearl.

But the ledger is more than a chest full of treasure. It is a key to the heart of things.

It is not just software—it is sacrament.

A symbol of what cannot be corrupted. A mirror of divine order etched into code. A map back to the sacred center.

It reflects what endures. It encodes what cannot be falsified. It remembers what we forgot: that Truth, when aligned with form, becomes Light once again.

Its design is not arbitrary. It speaks the language of life itself— 

The elliptic orbits of the planets mirrored in its cryptography,

The logarithmic spiral of the nautilus shell discloses its adoption rate,

The interconnectivity of mycelium in soil reflect the network of nodes in cyberspace, 

A webbed breadth of neurons across synaptic space fires with each new confirmed transaction.

It is geometry in devotion. Stillness in motion.

It is the Logos clothed in protocol.

What this key unlocks is beyond external riches. It is the eternal gold within us.

Clarity. Sovereignty. The unshakeable knowing that what is real cannot be taken. That what is sacred was never for sale.

Bitcoin is not the destination.

It is the Path.

And we—when we are willing to see it—are the Temple it leads back to.

@ 5d4b6c8d:8a1c1ee3

One of the best first rounds in recent memory just concluded. Let's recap our playoff contests.

Bracket Challenge

In our joint contest with Global Sports Central, @WeAreAllSatoshi is leading the way with 85 points, while me and some nostr jabroni are tied for second with 80 points.

The bad news is that they are slightly ahead of us, with an average score of 62 to our 60.8. We need to go back in time and make less stupid picks.

Points Challenge

With the Warriors victory, I jumped into a commanding lead over @grayruby. LA sure let most of you down. I say you hold @realBitcoinDog responsible for his beloved hometown's failures.

I still need @Car and @Coinsreporter to make their picks for this round. The only matchup they can choose from is Warriors (7) @ Timberwolves (6). Lucky for them, that's probably the best one to choose from.

| Stacker | Points | |---------|--------| | @Undisciplined | 25| | @grayruby | 24| | @Coinsreporter | 19 | | @BlokchainB | 19| | @Carresan | 18 | | @gnilma | 18 | | @WeAreAllSatoshi | 12 | | @fishious | 11 | | @Car | 1 |

originally posted at https://stacker.news/items/973284

@ 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.

@ c631e267:c2b78d3e

Die Wahrheit verletzt tiefer als jede Beleidigung. \ Marquis de Sade

Sagen Sie niemals «Terroristin B.», «Schwachkopf H.», «korrupter Drecksack S.» oder «Meinungsfreiheitshasserin F.» und verkneifen Sie sich Memes, denn so etwas könnte Ihnen als Beleidigung oder Verleumdung ausgelegt werden und rechtliche Konsequenzen haben. Auch mit einer Frau M.-A. S.-Z. ist in dieser Beziehung nicht zu spaßen, sie gehört zu den Top-Anzeigenstellern.

«Politikerbeleidigung» als Straftatbestand wurde 2021 im Kampf gegen «Rechtsextremismus und Hasskriminalität» in Deutschland eingeführt, damals noch unter der Regierung Merkel. Im Gesetz nicht festgehalten ist die Unterscheidung zwischen schlechter Hetze und guter Hetze – trotzdem ist das gängige Praxis, wie der Titel fast schon nahelegt.

So dürfen Sie als Politikerin heute den Tesla als «Nazi-Auto» bezeichnen und dies ausdrücklich auf den Firmengründer Elon Musk und dessen «rechtsextreme Positionen» beziehen, welche Sie nicht einmal belegen müssen. [1] Vielleicht ernten Sie Proteste, jedoch vorrangig wegen der «gut bezahlten, unbefristeten Arbeitsplätze» in Brandenburg. Ihren Tweet hat die Berliner Senatorin Cansel Kiziltepe inzwischen offenbar dennoch gelöscht.

Dass es um die Meinungs- und Pressefreiheit in der Bundesrepublik nicht mehr allzu gut bestellt ist, befürchtet man inzwischen auch schon im Ausland. Der Fall des Journalisten David Bendels, der kürzlich wegen eines Faeser-Memes zu sieben Monaten Haft auf Bewährung verurteilt wurde, führte in diversen Medien zu Empörung. Die Welt versteckte ihre Kritik mit dem Titel «Ein Urteil wie aus einer Diktatur» hinter einer Bezahlschranke.

Unschöne, heutzutage vielleicht strafbare Kommentare würden mir auch zu einigen anderen Themen und Akteuren einfallen. Ein Kandidat wäre der deutsche Bundesgesundheitsminister (ja, er ist es tatsächlich immer noch). Während sich in den USA auf dem Gebiet etwas bewegt und zum Beispiel Robert F. Kennedy Jr. will, dass die Gesundheitsbehörde (CDC) keine Covid-Impfungen für Kinder mehr empfiehlt, möchte Karl Lauterbach vor allem das Corona-Lügengebäude vor dem Einsturz bewahren.

«Ich habe nie geglaubt, dass die Impfungen nebenwirkungsfrei sind», sagte Lauterbach jüngst der ZDF-Journalistin Sarah Tacke. Das steht in krassem Widerspruch zu seiner früher verbreiteten Behauptung, die Gen-Injektionen hätten keine Nebenwirkungen. Damit entlarvt er sich selbst als Lügner. Die Bezeichnung ist absolut berechtigt, dieser Mann dürfte keinerlei politische Verantwortung tragen und das Verhalten verlangt nach einer rechtlichen Überprüfung. Leider ist ja die Justiz anderweitig beschäftigt und hat außerdem selbst keine weiße Weste.

Obendrein kämpfte der Herr Minister für eine allgemeine Impfpflicht. Er beschwor dabei das Schließen einer «Impflücke», wie es die Weltgesundheitsorganisation – die «wegen Trump» in finanziellen Schwierigkeiten steckt – bis heute tut. Die WHO lässt aktuell ihre «Europäische Impfwoche» propagieren, bei der interessanterweise von Covid nicht mehr groß die Rede ist.

Einen «Klima-Leugner» würden manche wohl Nir Shaviv nennen, das ist ja nicht strafbar. Der Astrophysiker weist nämlich die Behauptung von einer Klimakrise zurück. Gemäß seiner Forschung ist mindestens die Hälfte der Erderwärmung nicht auf menschliche Emissionen, sondern auf Veränderungen im Sonnenverhalten zurückzuführen.

Das passt vielleicht auch den «Klima-Hysterikern» der britischen Regierung ins Konzept, die gerade Experimente zur Verdunkelung der Sonne angekündigt haben. Produzenten von Kunstfleisch oder Betreiber von Insektenfarmen würden dagegen vermutlich die Geschichte vom fatalen CO2 bevorzugen. Ihnen würde es besser passen, wenn der verantwortungsvolle Erdenbürger sein Verhalten gründlich ändern müsste.

In unserer völlig verkehrten Welt, in der praktisch jede Verlautbarung außerhalb der abgesegneten Narrative potenziell strafbar sein kann, gehört fast schon Mut dazu, Dinge offen anzusprechen. Im «besten Deutschland aller Zeiten» glaubten letztes Jahr nur noch 40 Prozent der Menschen, ihre Meinung frei äußern zu können. Das ist ein Armutszeugnis, und es sieht nicht gerade nach Besserung aus. Umso wichtiger ist es, dagegen anzugehen.

[Titelbild: Pixabay]

--- Quellen: ---

[1] Zur Orientierung wenigstens ein paar Hinweise zur NS-Vergangenheit deutscher Automobilhersteller:

• Volkswagen
• Porsche
• Daimler-Benz
• BMW
• Audi
• Opel
• Heute: «Auto-Werke für die Rüstung? Rheinmetall prüft Übernahmen»

---

Dieser Beitrag wurde mit dem Pareto-Client geschrieben und ist zuerst auf Transition News erschienen.

@ c631e267:c2b78d3e

Es ist völlig unbestritten, dass der Angriff der russischen Armee auf die Ukraine im Februar 2022 strikt zu verurteilen ist. Ebenso unbestritten ist Russland unter Wladimir Putin keine brillante Demokratie. Aus diesen Tatsachen lässt sich jedoch nicht das finstere Bild des russischen Präsidenten – und erst recht nicht des Landes – begründen, das uns durchweg vorgesetzt wird und den Kern des aktuellen europäischen Bedrohungs-Szenarios darstellt. Da müssen wir schon etwas genauer hinschauen.

Der vorliegende Artikel versucht derweil nicht, den Einsatz von Gewalt oder die Verletzung von Menschenrechten zu rechtfertigen oder zu entschuldigen – ganz im Gegenteil. Dass jedoch der Verdacht des «Putinverstehers» sofort latent im Raume steht, verdeutlicht, was beim Thema «Russland» passiert: Meinungsmache und Manipulation.

Angesichts der mentalen Mobilmachung seitens Politik und Medien sowie des Bestrebens, einen bevorstehenden Krieg mit Russland geradezu herbeizureden, ist es notwendig, dieser fatalen Entwicklung entgegenzutreten. Wenn wir uns nur ein wenig von der herrschenden Schwarz-Weiß-Malerei freimachen, tauchen automatisch Fragen auf, die Risse im offiziellen Narrativ enthüllen. Grund genug, nachzuhaken.

Wer sich schon länger auch abseits der Staats- und sogenannten Leitmedien informiert, der wird in diesem Artikel vermutlich nicht viel Neues erfahren. Andere könnten hier ein paar unbekannte oder vergessene Aspekte entdecken. Möglicherweise klärt sich in diesem Kontext die Wahrnehmung der aktuellen (unserer eigenen!) Situation ein wenig.

Manipulation erkennen

Corona-«Pandemie», menschengemachter Klimawandel oder auch Ukraine-Krieg: Jede Menge Krisen, und für alle gibt es ein offizielles Narrativ, dessen Hinterfragung unerwünscht ist. Nun ist aber ein Narrativ einfach eine Erzählung, eine Geschichte (Latein: «narratio») und kein Tatsachenbericht. Und so wie ein Märchen soll auch das Narrativ eine Botschaft vermitteln.

Über die Methoden der Manipulation ist viel geschrieben worden, sowohl in Bezug auf das Individuum als auch auf die Massen. Sehr wertvolle Tipps dazu, wie man Manipulationen durchschauen kann, gibt ein Büchlein [1] von Albrecht Müller, dem Herausgeber der NachDenkSeiten.

Die Sprache selber eignet sich perfekt für die Manipulation. Beispielsweise kann die Wortwahl Bewertungen mitschwingen lassen, regelmäßiges Wiederholen (gerne auch von verschiedenen Seiten) lässt Dinge irgendwann «wahr» erscheinen, Übertreibungen fallen auf und hinterlassen wenigstens eine Spur im Gedächtnis, genauso wie Andeutungen. Belege spielen dabei keine Rolle.

Es gibt auffällig viele Sprachregelungen, die offenbar irgendwo getroffen und irgendwie koordiniert werden. Oder alle Redenschreiber und alle Medien kopieren sich neuerdings permanent gegenseitig. Welchen Zweck hat es wohl, wenn der Krieg in der Ukraine durchgängig und quasi wörtlich als «russischer Angriffskrieg auf die Ukraine» bezeichnet wird? Obwohl das in der Sache richtig ist, deutet die Art der Verwendung auf gezielte Beeinflussung hin und soll vor allem das Feindbild zementieren.

Sprachregelungen dienen oft der Absicherung einer einseitigen Darstellung. Das Gleiche gilt für das Verkürzen von Informationen bis hin zum hartnäckigen Verschweigen ganzer Themenbereiche. Auch hierfür gibt es rund um den Ukraine-Konflikt viele gute Beispiele.

Das gewünschte Ergebnis solcher Methoden ist eine Schwarz-Weiß-Malerei, bei der einer eindeutig als «der Böse» markiert ist und die anderen automatisch «die Guten» sind. Das ist praktisch und demonstriert gleichzeitig ein weiteres Manipulationswerkzeug: die Verwendung von Doppelstandards. Wenn man es schafft, bei wichtigen Themen regelmäßig mit zweierlei Maß zu messen, ohne dass das Publikum protestiert, dann hat man freie Bahn.

Experten zu bemühen, um bestimmte Sachverhalte zu erläutern, ist sicher sinnvoll, kann aber ebenso missbraucht werden, schon allein durch die Auswahl der jeweiligen Spezialisten. Seit «Corona» werden viele erfahrene und ehemals hoch angesehene Fachleute wegen der «falschen Meinung» diffamiert und gecancelt. [2] Das ist nicht nur ein brutaler Umgang mit Menschen, sondern auch eine extreme Form, die öffentliche Meinung zu steuern.

Wann immer wir also erkennen (weil wir aufmerksam waren), dass wir bei einem bestimmten Thema manipuliert werden, dann sind zwei logische und notwendige Fragen: Warum? Und was ist denn richtig? In unserem Russland-Kontext haben die Antworten darauf viel mit Geopolitik und Geschichte zu tun.

Ist Russland aggressiv und expansiv?

Angeblich plant Russland, europäische NATO-Staaten anzugreifen, nach dem Motto: «Zuerst die Ukraine, dann den Rest». In Deutschland weiß man dafür sogar das Datum: «Wir müssen bis 2029 kriegstüchtig sein», versichert Verteidigungsminister Pistorius.

Historisch gesehen ist es allerdings eher umgekehrt: Russland, bzw. die Sowjetunion, ist bereits dreimal von Westeuropa aus militärisch angegriffen worden. Die Feldzüge Napoleons, des deutschen Kaiserreichs und Nazi-Deutschlands haben Millionen Menschen das Leben gekostet. Bei dem ausdrücklichen Vernichtungskrieg ab 1941 kam es außerdem zu Brutalitäten wie der zweieinhalbjährigen Belagerung Leningrads (heute St. Petersburg) durch Hitlers Wehrmacht. Deren Ziel, die Bevölkerung auszuhungern, wurde erreicht: über eine Million tote Zivilisten.

Trotz dieser Erfahrungen stimmte Michail Gorbatschow 1990 der deutschen Wiedervereinigung zu und die Sowjetunion zog ihre Truppen aus Osteuropa zurück (vgl. Abb. 1). Der Warschauer Pakt wurde aufgelöst, der Kalte Krieg formell beendet. Die Sowjets erhielten damals von führenden westlichen Politikern die Zusicherung, dass sich die NATO «keinen Zentimeter ostwärts» ausdehnen würde, das ist dokumentiert. [3]

Expandiert ist die NATO trotzdem, und zwar bis an Russlands Grenzen (vgl. Abb. 2). Laut dem Politikberater Jeffrey Sachs handelt es sich dabei um ein langfristiges US-Projekt, das von Anfang an die Ukraine und Georgien mit einschloss. Offiziell wurde der Beitritt beiden Staaten 2008 angeboten. In jedem Fall könnte die massive Ost-Erweiterung seit 1999 aus russischer Sicht nicht nur als Vertrauensbruch, sondern durchaus auch als aggressiv betrachtet werden.

Russland hat den europäischen Staaten mehrfach die Hand ausgestreckt [4] für ein friedliches Zusammenleben und den «Aufbau des europäischen Hauses». Präsident Putin sei «in seiner ersten Amtszeit eine Chance für Europa» gewesen, urteilt die Journalistin und langjährige Russland-Korrespondentin der ARD, Gabriele Krone-Schmalz. Er habe damals viele positive Signale Richtung Westen gesendet.

Die Europäer jedoch waren scheinbar an einer Partnerschaft mit dem kontinentalen Nachbarn weniger interessiert als an der mit dem transatlantischen Hegemon. Sie verkennen bis heute, dass eine gedeihliche Zusammenarbeit in Eurasien eine Gefahr für die USA und deren bekundetes Bestreben ist, die «einzige Weltmacht» zu sein – «Full Spectrum Dominance» [5] nannte das Pentagon das. Statt einem neuen Kalten Krieg entgegenzuarbeiten, ließen sich europäische Staaten selber in völkerrechtswidrige «US-dominierte Angriffskriege» [6] verwickeln, wie in Serbien, Afghanistan, dem Irak, Libyen oder Syrien. Diese werden aber selten so benannt.

Speziell den Deutschen stünde außer einer Portion Realismus auch etwas mehr Dankbarkeit gut zu Gesicht. Das Geschichtsbewusstsein der Mehrheit scheint doch recht selektiv und das Selbstbewusstsein einiger etwas desorientiert zu sein. Bekanntermaßen waren es die Soldaten der sowjetischen Roten Armee, die unter hohen Opfern 1945 Deutschland «vom Faschismus befreit» haben. Bei den Gedenkfeiern zu 80 Jahren Kriegsende will jedoch das Auswärtige Amt – noch unter der Diplomatie-Expertin Baerbock, die sich schon länger offiziell im Krieg mit Russland wähnt, – nun keine Russen sehen: Sie sollen notfalls rausgeschmissen werden.

«Die Grundsatzfrage lautet: Geht es Russland um einen angemessenen Platz in einer globalen Sicherheitsarchitektur, oder ist Moskau schon seit langem auf einem imperialistischen Trip, der befürchten lassen muss, dass die Russen in fünf Jahren in Berlin stehen?»

So bringt Gabriele Krone-Schmalz [7] die eigentliche Frage auf den Punkt, die zur Einschätzung der Situation letztlich auch jeder für sich beantworten muss.

Was ist los in der Ukraine?

In der internationalen Politik geht es nie um Demokratie oder Menschenrechte, sondern immer um Interessen von Staaten. Diese These stammt von Egon Bahr, einem der Architekten der deutschen Ostpolitik des «Wandels durch Annäherung» aus den 1960er und 70er Jahren. Sie trifft auch auf den Ukraine-Konflikt zu, den handfeste geostrategische und wirtschaftliche Interessen beherrschen, obwohl dort angeblich «unsere Demokratie» verteidigt wird.

Es ist ein wesentliches Element des Ukraine-Narrativs und Teil der Manipulation, die Vorgeschichte des Krieges wegzulassen – mindestens die vor der russischen «Annexion» der Halbinsel Krim im März 2014, aber oft sogar komplett diejenige vor der Invasion Ende Februar 2022. Das Thema ist komplex, aber einige Aspekte, die für eine Beurteilung nicht unwichtig sind, will ich wenigstens kurz skizzieren. [8]

Das Gebiet der heutigen Ukraine und Russlands – die übrigens in der «Kiewer Rus» gemeinsame Wurzeln haben – hat der britische Geostratege Halford Mackinder bereits 1904 als eurasisches «Heartland» bezeichnet, dessen Kontrolle er eine große Bedeutung für die imperiale Strategie Großbritanniens zumaß. Für den ehemaligen Sicherheits- und außenpolitischen Berater mehrerer US-amerikanischer Präsidenten und Mitgründer der Trilateralen Kommission, Zbigniew Brzezinski, war die Ukraine nach der Auflösung der Sowjetunion ein wichtiger Spielstein auf dem «eurasischen Schachbrett», wegen seiner Nähe zu Russland, seiner Bodenschätze und seines Zugangs zum Schwarzen Meer.

Die Ukraine ist seit langem ein gespaltenes Land. Historisch zerrissen als Spielball externer Interessen und geprägt von ethnischen, kulturellen, religiösen und geografischen Unterschieden existiert bis heute, grob gesagt, eine Ost-West-Spaltung, welche die Suche nach einer nationalen Identität stark erschwert.

Insbesondere im Zuge der beiden Weltkriege sowie der Russischen Revolution entstanden tiefe Risse in der Bevölkerung. Ukrainer kämpften gegen Ukrainer, zum Beispiel die einen auf der Seite von Hitlers faschistischer Nazi-Armee und die anderen auf der von Stalins kommunistischer Roter Armee. Die Verbrechen auf beiden Seiten sind nicht vergessen. Dass nach der Unabhängigkeit 1991 versucht wurde, Figuren wie den radikalen Nationalisten Symon Petljura oder den Faschisten und Nazi-Kollaborateur Stepan Bandera als «Nationalhelden» zu installieren, verbessert die Sache nicht.

Während die USA und EU-Staaten zunehmend «ausländische Einmischung» (speziell russische) in «ihre Demokratien» wittern, betreiben sie genau dies seit Jahrzehnten in vielen Ländern der Welt. Die seit den 2000er Jahren bekannten «Farbrevolutionen» in Osteuropa werden oft als Methode des Regierungsumsturzes durch von außen gesteuerte «demokratische» Volksaufstände beschrieben. Diese Strategie geht auf Analysen zum «Schwarmverhalten» [9] seit den 1960er Jahren zurück (Studentenproteste), wo es um die potenzielle Wirksamkeit einer «rebellischen Hysterie» von Jugendlichen bei postmodernen Staatsstreichen geht. Heute nennt sich dieses gezielte Kanalisieren der Massen zur Beseitigung unkooperativer Regierungen «Soft-Power».

In der Ukraine gab es mit der «Orangen Revolution» 2004 und dem «Euromaidan» 2014 gleich zwei solcher «Aufstände». Der erste erzwang wegen angeblicher Unregelmäßigkeiten eine Wiederholung der Wahlen, was mit Wiktor Juschtschenko als neuem Präsidenten endete. Dieser war ehemaliger Direktor der Nationalbank und Befürworter einer Annäherung an EU und NATO. Seine Frau, die First Lady, ist US-amerikanische «Philanthropin» und war Beamtin im Weißen Haus in der Reagan- und der Bush-Administration.

Im Gegensatz zu diesem ersten Event endete der sogenannte Euromaidan unfriedlich und blutig. Die mehrwöchigen Proteste gegen Präsident Wiktor Janukowitsch, in Teilen wegen des nicht unterzeichneten Assoziierungsabkommens mit der EU, wurden zunehmend gewalttätiger und von Nationalisten und Faschisten des «Rechten Sektors» dominiert. Sie mündeten Ende Februar 2014 auf dem Kiewer Unabhängigkeitsplatz (Maidan) in einem Massaker durch Scharfschützen. Dass deren Herkunft und die genauen Umstände nicht geklärt wurden, störte die Medien nur wenig. [10]

Janukowitsch musste fliehen, er trat nicht zurück. Vielmehr handelte es sich um einen gewaltsamen, allem Anschein nach vom Westen inszenierten Putsch. Laut Jeffrey Sachs war das kein Geheimnis, außer vielleicht für die Bürger. Die USA unterstützten die Post-Maidan-Regierung nicht nur, sie beeinflussten auch ihre Bildung. Das geht unter anderem aus dem berühmten «Fuck the EU»-Telefonat der US-Chefdiplomatin für die Ukraine, Victoria Nuland, mit Botschafter Geoffrey Pyatt hervor.

Dieser Bruch der demokratischen Verfassung war letztlich der Auslöser für die anschließenden Krisen auf der Krim und im Donbass (Ostukraine). Angesichts der ukrainischen Geschichte mussten die nationalistischen Tendenzen und die Beteiligung der rechten Gruppen an dem Umsturz bei der russigsprachigen Bevölkerung im Osten ungute Gefühle auslösen. Es gab Kritik an der Übergangsregierung, Befürworter einer Abspaltung und auch für einen Anschluss an Russland.

Ebenso konnte Wladimir Putin in dieser Situation durchaus Bedenken wegen des Status der russischen Militärbasis für seine Schwarzmeerflotte in Sewastopol auf der Krim haben, für die es einen langfristigen Pachtvertrag mit der Ukraine gab. Was im März 2014 auf der Krim stattfand, sei keine Annexion, sondern eine Abspaltung (Sezession) nach einem Referendum gewesen, also keine gewaltsame Aneignung, urteilte der Rechtswissenschaftler Reinhard Merkel in der FAZ sehr detailliert begründet. Übrigens hatte die Krim bereits zu Zeiten der Sowjetunion den Status einer autonomen Republik innerhalb der Ukrainischen SSR.

Anfang April 2014 wurden in der Ostukraine die «Volksrepubliken» Donezk und Lugansk ausgerufen. Die Kiewer Übergangsregierung ging unter der Bezeichnung «Anti-Terror-Operation» (ATO) militärisch gegen diesen, auch von Russland instrumentalisierten Widerstand vor. Zufällig war kurz zuvor CIA-Chef John Brennan in Kiew. Die Maßnahmen gingen unter dem seit Mai neuen ukrainischen Präsidenten, dem Milliardär Petro Poroschenko, weiter. Auch Wolodymyr Selenskyj beendete den Bürgerkrieg nicht, als er 2019 vom Präsidenten-Schauspieler, der Oligarchen entmachtet, zum Präsidenten wurde. Er fuhr fort, die eigene Bevölkerung zu bombardieren.

Mit dem Einmarsch russischer Truppen in die Ostukraine am 24. Februar 2022 begann die zweite Phase des Krieges. Die Wochen und Monate davor waren intensiv. Im November hatte die Ukraine mit den USA ein Abkommen über eine «strategische Partnerschaft» unterzeichnet. Darin sagten die Amerikaner ihre Unterstützung der EU- und NATO-Perspektive der Ukraine sowie quasi für die Rückeroberung der Krim zu. Dagegen ließ Putin der NATO und den USA im Dezember 2021 einen Vertragsentwurf über beiderseitige verbindliche Sicherheitsgarantien zukommen, den die NATO im Januar ablehnte. Im Februar eskalierte laut OSZE die Gewalt im Donbass.

Bereits wenige Wochen nach der Invasion, Ende März 2022, kam es in Istanbul zu Friedensverhandlungen, die fast zu einer Lösung geführt hätten. Dass der Krieg nicht damals bereits beendet wurde, lag daran, dass der Westen dies nicht wollte. Man war der Meinung, Russland durch die Ukraine in diesem Stellvertreterkrieg auf Dauer militärisch schwächen zu können. Angesichts von Hunderttausenden Toten, Verletzten und Traumatisierten, die als Folge seitdem zu beklagen sind, sowie dem Ausmaß der Zerstörung, fehlen einem die Worte.

Hasst der Westen die Russen?

Diese Frage drängt sich auf, wenn man das oft unerträglich feindselige Gebaren beobachtet, das beileibe nicht neu ist und vor Doppelmoral trieft. Russland und speziell die Person Wladimir Putins werden regelrecht dämonisiert, was gleichzeitig scheinbar jede Form von Diplomatie ausschließt.

Russlands militärische Stärke, seine geografische Lage, sein Rohstoffreichtum oder seine unabhängige diplomatische Tradition sind sicher Störfaktoren für das US-amerikanische Bestreben, der Boss in einer unipolaren Welt zu sein. Ein womöglich funktionierender eurasischer Kontinent, insbesondere gute Beziehungen zwischen Russland und Deutschland, war indes schon vor dem Ersten Weltkrieg eine Sorge des britischen Imperiums.

Ein «Vergehen» von Präsident Putin könnte gewesen sein, dass er die neoliberale Schocktherapie à la IWF und den Ausverkauf des Landes (auch an US-Konzerne) beendete, der unter seinem Vorgänger herrschte. Dabei zeigte er sich als Führungspersönlichkeit und als nicht so formbar wie Jelzin. Diese Aspekte allein sind aber heute vermutlich keine ausreichende Erklärung für ein derart gepflegtes Feindbild.

Der Historiker und Philosoph Hauke Ritz erweitert den Fokus der Fragestellung zu: «Warum hasst der Westen die Russen so sehr?», was er zum Beispiel mit dem Medienforscher Michael Meyen und mit der Politikwissenschaftlerin Ulrike Guérot bespricht. Ritz stellt die interessante These [11] auf, dass Russland eine Provokation für den Westen sei, welcher vor allem dessen kulturelles und intellektuelles Potenzial fürchte.

Die Russen sind Europäer aber anders, sagt Ritz. Diese «Fremdheit in der Ähnlichkeit» erzeuge vielleicht tiefe Ablehnungsgefühle. Obwohl Russlands Identität in der europäischen Kultur verwurzelt ist, verbinde es sich immer mit der Opposition in Europa. Als Beispiele nennt er die Kritik an der katholischen Kirche oder die Verbindung mit der Arbeiterbewegung. Christen, aber orthodox; Sozialismus statt Liberalismus. Das mache das Land zum Antagonisten des Westens und zu einer Bedrohung der Machtstrukturen in Europa.

Fazit

Selbstverständlich kann man Geschichte, Ereignisse und Entwicklungen immer auf verschiedene Arten lesen. Dieser Artikel, obwohl viel zu lang, konnte nur einige Aspekte der Ukraine-Tragödie anreißen, die in den offiziellen Darstellungen in der Regel nicht vorkommen. Mindestens dürfte damit jedoch klar geworden sein, dass die Russische Föderation bzw. Wladimir Putin nicht der alleinige Aggressor in diesem Konflikt ist. Das ist ein Stellvertreterkrieg zwischen USA/NATO (gut) und Russland (böse); die Ukraine (edel) wird dabei schlicht verheizt.

Das ist insofern von Bedeutung, als die gesamte europäische Kriegshysterie auf sorgsam kultivierten Freund-Feind-Bildern beruht. Nur so kann Konfrontation und Eskalation betrieben werden, denn damit werden die wahren Hintergründe und Motive verschleiert. Angst und Propaganda sind notwendig, damit die Menschen den Wahnsinn mitmachen. Sie werden belogen, um sie zuerst zu schröpfen und anschließend auf die Schlachtbank zu schicken. Das kann niemand wollen, außer den stets gleichen Profiteuren: die Rüstungs-Lobby und die großen Investoren, die schon immer an Zerstörung und Wiederaufbau verdient haben.

Apropos Investoren: Zu den Top-Verdienern und somit Hauptinteressenten an einer Fortführung des Krieges zählt BlackRock, einer der weltgrößten Vermögensverwalter. Der deutsche Bundeskanzler in spe, Friedrich Merz, der gerne «Taurus»-Marschflugkörper an die Ukraine liefern und die Krim-Brücke zerstören möchte, war von 2016 bis 2020 Aufsichtsratsvorsitzender von BlackRock in Deutschland. Aber das hat natürlich nichts zu sagen, der Mann macht nur seinen Job.

Es ist ein Spiel der Kräfte, es geht um Macht und strategische Kontrolle, um Geheimdienste und die Kontrolle der öffentlichen Meinung, um Bodenschätze, Rohstoffe, Pipelines und Märkte. Das klingt aber nicht sexy, «Demokratie und Menschenrechte» hört sich besser und einfacher an. Dabei wäre eine für alle Seiten förderliche Politik auch nicht so kompliziert; das Handwerkszeug dazu nennt sich Diplomatie. Noch einmal Gabriele Krone-Schmalz:

«Friedliche Politik ist nichts anderes als funktionierender Interessenausgleich. Da geht’s nicht um Moral.»

Die Situation in der Ukraine ist sicher komplex, vor allem wegen der inneren Zerrissenheit. Es dürfte nicht leicht sein, eine friedliche Lösung für das Zusammenleben zu finden, aber die Beteiligten müssen es vor allem wollen. Unter den gegebenen Umständen könnte eine sinnvolle Perspektive mit Neutralität und föderalen Strukturen zu tun haben.

Allen, die sich bis hierher durch die Lektüre gearbeitet (oder auch einfach nur runtergescrollt) haben, wünsche ich frohe Oster-Friedenstage!

[Titelbild: Pixabay; Abb. 1 und 2: nach Ganser/SIPER; Abb. 3: SIPER]

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[1] Albrecht Müller, «Glaube wenig. Hinterfrage alles. Denke selbst.», Westend 2019

[2] Zwei nette Beispiele:

• ARD-faktenfinder (sic), «Viel Aufmerksamkeit für fragwürdige Experten», 03/2023
• Neue Zürcher Zeitung, «Aufstieg und Fall einer Russlandversteherin – die ehemalige ARD-Korrespondentin Gabriele Krone-Schmalz rechtfertigt seit Jahren Putins Politik», 12/2022

[3] George Washington University, «NATO Expansion: What Gorbachev Heard – Declassified documents show security assurances against NATO expansion to Soviet leaders from Baker, Bush, Genscher, Kohl, Gates, Mitterrand, Thatcher, Hurd, Major, and Woerner», 12/2017

[4] Beispielsweise Wladimir Putin bei seiner Rede im Deutschen Bundestag, 25/09/2001

[5] William Engdahl, «Full Spectrum Dominance, Totalitarian Democracy In The New World Order», edition.engdahl 2009

[6] Daniele Ganser, «Illegale Kriege – Wie die NATO-Länder die UNO sabotieren. Eine Chronik von Kuba bis Syrien», Orell Füssli 2016

[7] Gabriele Krone-Schmalz, «Mit Friedensjournalismus gegen ‘Kriegstüchtigkeit’», Vortrag und Diskussion an der Universität Hamburg, veranstaltet von engagierten Studenten, 16/01/2025\ → Hier ist ein ähnlicher Vortrag von ihr (Video), den ich mit spanischer Übersetzung gefunden habe.

[8] Für mehr Hintergrund und Details empfehlen sich z.B. folgende Bücher:

• Mathias Bröckers, Paul Schreyer, «Wir sind immer die Guten», Westend 2019
• Gabriele Krone-Schmalz, «Russland verstehen? Der Kampf um die Ukraine und die Arroganz des Westens», Westend 2023
• Patrik Baab, «Auf beiden Seiten der Front – Meine Reisen in die Ukraine», Fiftyfifty 2023

[9] vgl. Jonathan Mowat, «Washington's New World Order "Democratization" Template», 02/2005 und RAND Corporation, «Swarming and the Future of Conflict», 2000

[10] Bemerkenswert einige Beiträge, von denen man später nichts mehr wissen wollte:

• ARD Monitor, «Todesschüsse in Kiew: Wer ist für das Blutbad vom Maidan verantwortlich», 10/04/2014, Transkript hier
• Telepolis, «Blutbad am Maidan: Wer waren die Todesschützen?», 12/04/2014
• Telepolis, «Scharfschützenmorde in Kiew», 14/12/2014
• Deutschlandfunk, «Gefahr einer Spirale nach unten», Interview mit Günter Verheugen, 18/03/2014
• NDR Panorama, «Putsch in Kiew: Welche Rolle spielen die Faschisten?», 06/03/2014

[11] Hauke Ritz, «Vom Niedergang des Westens zur Neuerfindung Europas», 2024

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Dieser Beitrag wurde mit dem Pareto-Client geschrieben.