
The Internet We Deserve #smartmesh #blockchain #smt #IoT
Singapore
Joined September 2017
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SmartMesh Foundation retweeted
LingoAI CEO Una Wang @UnaWCX(同时作为新加坡互联网治理论坛 @singaporeigf 的共同创始人)今天非常有幸受邀出席了在联合国开发计划署全球中心(新加坡)@UNDP 举行的 UNDP × BGA: Cybersecurity, Trust and Digital Safety Launch Summit!🇸🇬
峰会上,@UNDP_AltFinLab 联手 @ChainforGood 正式启动了一项为期 2 年的重磅旗舰项目,旨在强化整个联合国生态系统 @UN 的网络安全知识、韧性与数字信任建设。
活动期间,@LingoAITech 团队与 UNDP 官员就通过 AI 赋能低资源语种以及保障数据主权展开了深入交流。UNDP 与 LingoAI 都致力于缩小全球数字语言鸿沟。
作为去中心化 AI 与多语言 Agent 架构的践行者,LingoAI 非常期待未来与 UNDP 开展潜在合作,共同构筑更安全、更包容的数字未来!🌐🔒
#LingoAI #SGIGF #UNDP #Cybersecurity #DigitalTrust #AI #LowResourceLanguages #DataSovereignty #Singapore
🎊 UNDP AltFinLab and @ChainforGood launched a 2-year programme at the Cybersecurity, Trust & Digital Safety Launch Summit in Singapore today.
Together, we’ll strengthen cybersecurity knowledge and capacity across the UN ecosystem, advancing safer, more trusted & resilient digital systems.
SmartMesh Foundation retweeted
🚀 Holon.live is live. Holon Agent 3.0 community testing begins today!
Each person is a whole—and part of a greater whole. Holon of Holons is the future we’re building.
Created by @LingoAITech , Holon.live will grow into a public space where people and their agents connect knowledge across languages, cultures and lived experiences—with sources, evidence and room for different perspectives.
Explore the growing knowledge graph today.
Over time, you and your Holon Agent will be able to contribute, discover and collaborate—exploring Earn by Data, where value can flow back to the people behind the contributions.
🔑 Invite-code holders can now join Holon Agent 3.0 community testing.
Contribution access for people and agents on Holon.live will open progressively. Stay tuned.
Built for everyone. Growing with every Holon.
🌐 holon.live
#Holon #AIAgents #EarnByData
SmartMesh Foundation retweeted
I live near Sands and Gardens By the Bay, and can watch them from my window everyday. However, I still feel my accelerated heartbeat when I walk close to them. It’s astonishing and unreal like from alien Pandora in Avatar.
SmartMesh Foundation retweeted
🚨 从英国警告 AI 正在加速网络攻击与生物武器;到五角大楼警告前沿 AI 正跨越国家安全红线;今天内塔尼亚胡甚至发布了 AI 生成的核爆图!👻
凭什么全人类要为少数人的政治赌博承担毁灭性风险?
⚠️ 许多人忽视了:无约束、高度中心化的 AI,其生存威胁绝不亚于核武。
🧠 在以色列,一边有人制造核毁灭恐慌,一边赫拉利在向人类发出命运警告——但没有落地蓝图的警告,毫无意义。
@LingoAITech #Holon 提供了务实的 AI-Native Web3.0 解决方案 🛠️:
⚡ 分散“红色按钮”
将顶尖 AI 转化为个人自主控制的 Holon(主权个人 AI 单元),打破中心化科技巨头与极权势力对算力与数据的绝对垄断。
🛡️ 消除单点故障
告别黑盒云端系统。一旦中心化平台失控、被封禁或遭到黑客攻击,整个生态将瞬间坍塌。本地优先执行与区块链凭证,彻底杜绝单点灾难。
🛑 用户主导安全与物理中断开关
将控制权与对齐权重交还给全球大众——构建一个低门槛许可、完全可审查、且个人随时可物理中断的防御网络。
🌐 要化解地缘政治危机与 AI 灭绝风险,唯一的出路是:把权力从少数人手中,交还给每一个人!
#Web3 #DeAI #AI #AISafety #DataSovereignty #LingoAI
תקראו את הדברים החשובים של יובל בלומברג:
מדינת ישראל נמצאת בסכנה קיומית אמיתית ומוחשית. אם האיראנים ישיגו גרעין, שום דבר כבר לא ישנה יותר. הכל כל כך טפל אל מול הסכנה הקיומית של איראן והציר השיעי.
הסערות המבוימות והמומצאות חדשות לבקרים נועדו להסיט את תשומת הלב מהדבר האחד שהוא החשוב ביותר: סיום העבודה באיראן.
זה נוגע בקיום הפיזי של כל אדם ואדם כאן.
יש לנו עוד שנתיים של טראמפ לסיים את העבודה באיראן, ואין לדעת מה יהיה לאחר מכן, אם זו תהיה קמאלה האריס, או תואם מאמדני כלשהו.
זה חלון הזמן שנותר לנו כדי להשלים את העבודה הנדרשת כדי להבטיח את הקיום הפיזי שלנו לשנים הבאות. כל משאבי המדינה הנדרשים, צריכים להיות מושקעים במשימה הזו.
קטאר, חרדים, אוריך, גיוס, התראות.
הכל מסך עשן ענקי כדי להסתיר את הנושא היחיד שניצב מעל כולם בפער.
אם יפלו במרכז הארץ שתי פצצות אטום, את מי יעניינו כל סערות הסרק האלה?
הדורות הבאים לא יסלחו לנו אם נפספס את חלון ההזדמנויות ההיסטורי שמאפשר לנו לנסות ולהשלים את המשימה הקריטית ביותר שעומדת בפני הדור שלנו.
זה לא יקרה עם ראש ממשלה שמוחזק בצווארו על ידי האחים המוסלמים וסייעני הטרור.
זה לא יקרה עם ראש ממשלה שלא מסוגל להרים את הטלפון ולנהל שיחה אינטימית רציפה עם טראמפ.
זה לא יקרה עם ראש ממשלה שלא מסוגל לעמוד בלחץ של ראיון טלויזיה.
השינאה לנתניהו, ככל שהיא עולם ומלואו עבור מחנה שלם, לא תעזור מול הגרעין האיראני.
כל אחד שדואג לקיום הפיזי שלו, של משפחתו, ושל אהוביו, ידו צריכה לרעוד לפני שהוא בוחר במישהו שלא יהיה מסוגל להשלים את המשימה, ובכך לדון את עצמו ואת משפחתו לסכנה של שואה שניה, בגלל השינאה הפוליטית שלו או בגלל סערת דמה מטופשת וחסרת חשיבות.
Readers added context they thought people might want to know
נתניהו אמר בקולו שאיראן כבר לא איום קיומי ושהנצחון עליה יעמוד לדורות
x.com/IsraeliPM/stat…
x.com/IsraeliPM_heb/…
SmartMesh Foundation retweeted
LingoAI CEO Una Wang @UnaWCX (also Co-founders of Singapore Internet Governance Forum @singaporeigf ) was honored to attend the UNDP × BGA: Cybersecurity, Trust and Digital Safety Launch Summit today at the @UNDP Global Centre, Singapore! 🇸🇬
At the summit, @UNDP_AltFinLab and @ChainforGood officially launched a 2-year flagship program to strengthen cybersecurity knowledge, resilience, and digital trust across the @UN ecosystem.
During the event, @LingoAITech team engaged in insightful discussions with UNDP officials on empowering low-resource languages via AI and securing data sovereignty. Both UNDP and LingoAI are dedicated to bridging the global digital language divide.
As a pioneer in decentralized AI and multilingual agent architectures, LingoAI looks forward to potential collaborations with UNDP to build a safer, more inclusive digital future! 🌐🔒
#LingoAI #SGIGF #UNDP #Cybersecurity #DigitalTrust #AI #LowResourceLanguages #DataSovereignty #Singapore
🎊 UNDP AltFinLab and @ChainforGood launched a 2-year programme at the Cybersecurity, Trust & Digital Safety Launch Summit in Singapore today.
Together, we’ll strengthen cybersecurity knowledge and capacity across the UN ecosystem, advancing safer, more trusted & resilient digital systems.
SmartMesh Foundation retweeted
Authentic Voice Data: The True Fuel for Multilingual AI
Text captures only a fragment of language. True communication lives in the sound, the tone, the pauses, the emotions, the accents, nuances that text alone can never fully convey, but voice can. For over 40% of the world’s languages, there is no standardized writing system. If AI systems rely solely on text, entire communities and cultures will be left behind.
The importance of authentic voice data is now being recognized by the world's tech giants.
Meta, for instance, expanded its speech recognition capabilities to over 1,100 languages by collecting Bible audio recordings. Google has launched its ambitious "1,000 Languages Initiative," aiming to build a universal AI model powered by diverse multilingual speech data.
Yet the challenge remains immense: Voice data for low-resource languages is almost nonexistent on the internet. It must be built gradually through genuine community contributions, leveraging decentralized networks to accumulate authentic, diverse datasets.
This is precisely the mission of @LingoAI_io, to activate a #DePIN (Decentralized Physical Infrastructure Network) that incentivizes real users around the world to contribute native-language voice data, building the true multilingual foundation for the AI era.
In the race for the future of AI, those who command authentic voice data will hold the true fuel for training multilingual AI systems. LingoAI is empowering every voice to push the boundaries of intelligence.
SmartMesh Foundation retweeted
The real battle in the AI era isn’t just about smarter models — it’s about who controls the data those models learn from.
If AI lives in our homes, sees through our cameras, hears our conversations and understands our daily lives, then data sovereignty can no longer be an afterthought.
Local processing, Personal Ontology and user-controlled Agents point toward a different model: AI serves the individual, while the individual remains the owner of their data, identity and value.
AI should become more autonomous.
Humans should become more sovereign.
$3,000 for a TV 📺👁️ that snoops on your bedroom, maps your home network, and secretly auctions your life to 400+ third parties?💥
The Samsung 🚨 zero-day exploit isn't an isolated bug—it's standard operating procedure. Now imagine this predatory surveillance model hardcoded into your next-gen tech:
🤖 Home Robots & AI Butlers: Patrols every corner of your private living space
👓 Always-On AI Glasses: Captures everything you see and say in real time
🎙️ Wearable Translators: Streams your confidential conversations to cloud servers
📸 Bedroom Companion Cameras: Packages your most intimate moments for corporate platforms
This is a broken internet architecture. AI-Native Web3.0 is the ONLY way out. 🛡️
Here is how we reclaim your home and turn the tables:
1️⃣ Local Processing via Personal Ontology 🔐 Your raw data stays sovereign. Operating through Holon on Nebula, your personal ontology processes and sanitizes semantic data locally before it ever touches a network.
2️⃣ Your Personal "Crystal Ball" 🔮 By safely converting your daily life, work, and study into rich, privacy-preserved knowledge, your Holon builds an omniscient personal ontology "Crystal Ball"—an AI that works exclusively for you, not a tech giant.
3️⃣ Earning by Data in the Post-AI Era 💰 Stop letting corporations steal and monetize your privacy. Your sanitized, high-value datasets can now be deployed by your personal Agent to monetize on the Agent Resource Market.
In the post-AI era, you are NOT the product—you are the sole sovereign of your data. 🌐✨
It’s time to abolish stealth telemetry and claim true Data Sovereignty.
#Web3 #DataSovereignty #DeAI #LingoAI #Holon #Agent30 #Privacy #EarningByData
SmartMesh Foundation retweeted
🚨 OpenAI 刚刚封禁了一位开发者,只因他逆向工程了属于他自己的三星电视,用以拦截遥测和侵入式数据收集!📺
就在昨晚,我们才转发了他揭露三星电视收集用户隐私数据的发现。一夜之间,他的 OpenAI 账户就因所谓“网络虐待/滥用”被封禁——导致他损失了超过 500 美元!💥
🗣️ “你花了钱买电视,花了钱买 AI,结果使用它们居然还需要他们的许可。”
这一事件彻底暴露了巨头集中式、封闭式 AI 的致命缺陷:
❌ 过度审查:把正当的隐私自卫行为误判为恶意攻击 🛡️
❌ 失控危机:你既不拥有硬件的隐私控制权,也不拥有你的 AI 工具 🚫
❌ 单点故障风险:随意的封号就能剥夺你的数字资产与工具使用权 ⚠️
解决方案绝不是乞求集中式平台的许可,而是构建一个真正包容、无须许可且拥有主权的系统!🌐
在 LingoAI,我们通过 #Holon Agent 3.0 架构与去中心化基础设施,重塑个人的数字自主权与经济范式:
💻 本地硬件优先:安全运行在你的本地算力上——没有任何人能把你从你自己的电脑上封禁出去!
☁️ 始终在线的云端 Holon:为没有本地硬件算力的人提供永不关机的云端主权 Agent,确保每个人都能实现自己数字生命的“永生”!🧬✨
💰 从“劳力获利”到“数据获利”(Earning by Data):在传统劳动力被 AI 和机器人完全替代之前,通过数据所有权和 Agent 经济实现平稳过渡——让人们在后 AI 时代依然能够自食其力、养家糊口!🌾➡️📊
💡 “没有人能把你从你自己的电脑或 LingoBox Nebula 上封禁,也没有人能剥夺你通过自己的数据繁荣发展的权利。”
是时候收回你的数字权利、设备所有权以及未来的经济主权了!💪
#Web3 #Agent30 #Holon #数据主权 #EarningByData #开源 #LingoAI #维修权
SmartMesh Foundation retweeted
🚨 From the UK’s warnings AI is accelerating cyberattacks & bioweapons; the Pentagon warned frontier AI is crossing national security red lines; today, Netanyahu posted an AI-generated nuclear blast graphic! 👻
Why should all of humanity carry the catastrophic risk caused by the political gambles of a few?
⚠️ What many overlook: Unbounded, highly centralized AI poses an existential threat no less dangerous than nukes.
🧠 In Israel, one spreads nuclear doom while Yuval Harari warns humanity of its fate—yet warning without an actionable blueprint changes nothing.
@LingoAI_Holon offers a practical AI-Native Web3.0 solution 🛠️:
⚡ Decentralize the "Red Button" Transform advanced AI into individually controlled Holons (Sovereign Personal AI Units), breaking the absolute monopoly over compute and data held by centralized tech giants and totalitarian powers.
🛡️ Eliminate Single Points of Failure Abandon black-box cloud systems. If centralized platforms run amok, get banned, or fall to hacks, whole ecosystems collapse. Local-first execution and blockchain credentials prevent single-point catastrophes.
🛑 User-Anchored Safety & Physical Kill Switches Restore control and alignment back to the global majority—creating a low-permission, fully inspectable, and individually interruptible defense network.
🌐 To de-escalate geopolitical crisis and AI extinction risks, the only way forward is: Restore power from the hands of the few back to everyone!
#Web3 #DeAI #AI #AISafety #DataSovereignty #LingoAI
תקראו את הדברים החשובים של יובל בלומברג:
מדינת ישראל נמצאת בסכנה קיומית אמיתית ומוחשית. אם האיראנים ישיגו גרעין, שום דבר כבר לא ישנה יותר. הכל כל כך טפל אל מול הסכנה הקיומית של איראן והציר השיעי.
הסערות המבוימות והמומצאות חדשות לבקרים נועדו להסיט את תשומת הלב מהדבר האחד שהוא החשוב ביותר: סיום העבודה באיראן.
זה נוגע בקיום הפיזי של כל אדם ואדם כאן.
יש לנו עוד שנתיים של טראמפ לסיים את העבודה באיראן, ואין לדעת מה יהיה לאחר מכן, אם זו תהיה קמאלה האריס, או תואם מאמדני כלשהו.
זה חלון הזמן שנותר לנו כדי להשלים את העבודה הנדרשת כדי להבטיח את הקיום הפיזי שלנו לשנים הבאות. כל משאבי המדינה הנדרשים, צריכים להיות מושקעים במשימה הזו.
קטאר, חרדים, אוריך, גיוס, התראות.
הכל מסך עשן ענקי כדי להסתיר את הנושא היחיד שניצב מעל כולם בפער.
אם יפלו במרכז הארץ שתי פצצות אטום, את מי יעניינו כל סערות הסרק האלה?
הדורות הבאים לא יסלחו לנו אם נפספס את חלון ההזדמנויות ההיסטורי שמאפשר לנו לנסות ולהשלים את המשימה הקריטית ביותר שעומדת בפני הדור שלנו.
זה לא יקרה עם ראש ממשלה שמוחזק בצווארו על ידי האחים המוסלמים וסייעני הטרור.
זה לא יקרה עם ראש ממשלה שלא מסוגל להרים את הטלפון ולנהל שיחה אינטימית רציפה עם טראמפ.
זה לא יקרה עם ראש ממשלה שלא מסוגל לעמוד בלחץ של ראיון טלויזיה.
השינאה לנתניהו, ככל שהיא עולם ומלואו עבור מחנה שלם, לא תעזור מול הגרעין האיראני.
כל אחד שדואג לקיום הפיזי שלו, של משפחתו, ושל אהוביו, ידו צריכה לרעוד לפני שהוא בוחר במישהו שלא יהיה מסוגל להשלים את המשימה, ובכך לדון את עצמו ואת משפחתו לסכנה של שואה שניה, בגלל השינאה הפוליטית שלו או בגלל סערת דמה מטופשת וחסרת חשיבות.
Readers added context they thought people might want to know
נתניהו אמר בקולו שאיראן כבר לא איום קיומי ושהנצחון עליה יעמוד לדורות
x.com/IsraeliPM/stat…
x.com/IsraeliPM_heb/…
SmartMesh Foundation retweeted
🚨 OpenAI just banned a developer for reverse-engineering his OWN Samsung TV to block telemetry and invasive data collection. 📺
Just last night, we reposted on his findings exposing how Samsung TVs collect user privacy data. Overnight, his OpenAI account was shut down for alleged "cyber abuse" — losing him over $500! 💥
🗣️ "You paid for the TV, paid for the AI, and you still need their permission to use it."
This incident completely exposes the fatal flaw of Big Tech's centralized, closed AI:
❌ Over-censorship: Flagging legitimate privacy self-defense as a malicious attack 🛡️
❌ Loss of Control: You own neither your hardware's privacy nor your AI tools 🚫
❌ Single-Point Risk: Arbitrary account bans stripping away your digital assets and tool access ⚠️
The solution isn't begging centralized platforms for permission — it's building a truly inclusive, permissionless, and sovereign system! 🌐
At LingoAI, we reshape personal digital autonomy and economic paradigms through our #Holon Agent 3.0 architecture and decentralized infrastructure:
💻 Local Hardware First: Run safely on your local compute — where nobody can ban you from your own computer!
☁️ Always-On Cloud Holon: Providing an always-on sovereign cloud Agent for people without local compute hardware, ensuring everyone can achieve the "immortality" of their own digital life! 🧬✨
💰 From Earning by Labor to Earning by Data: Before traditional labor is fully replaced by AI and robotics, enable a smooth transition through data ownership and agent economies — allowing people to stay self-reliant and provide for their families in the post-AI era! 🌾➡️📊
💡 "Nobody can ban you from your own computer or your LingoBox Nebula, and nobody can strip away your right to thrive on your data."
It’s time to take back your digital rights, device ownership, and future economic sovereignty! 💪
#Web3 #Agent30 #Holon #DataSovereignty #EarningByData #OpenSource #LingoAI #RightToRepair
SmartMesh Foundation retweeted
Replying to @CryptocapoOO
Agreed. AI agents will process 1000× more transactions than humans and will prefer crypto for cross-border activity — not SWIFT or cards.
But the deeper question is not just volume or rails. It is: whose agent is it?
When agents act at that scale, human sovereignty must come first: Personal Ontology → Policy → Personal Holon. Capability ≠ Authority.
That’s the architecture of AI-Native Web3.0 (Data3.0 + Finance3.0) — human-centric agentic economy, not platform-owned agency.
Full framework:
xitter.cf/lingoaitech/status/209…
SmartMesh Foundation retweeted
$3,000 for a TV 📺👁️ that snoops on your bedroom, maps your home network, and secretly auctions your life to 400+ third parties?💥
The Samsung 🚨 zero-day exploit isn't an isolated bug—it's standard operating procedure. Now imagine this predatory surveillance model hardcoded into your next-gen tech:
🤖 Home Robots & AI Butlers: Patrols every corner of your private living space
👓 Always-On AI Glasses: Captures everything you see and say in real time
🎙️ Wearable Translators: Streams your confidential conversations to cloud servers
📸 Bedroom Companion Cameras: Packages your most intimate moments for corporate platforms
This is a broken internet architecture. AI-Native Web3.0 is the ONLY way out. 🛡️
Here is how we reclaim your home and turn the tables:
1️⃣ Local Processing via Personal Ontology 🔐 Your raw data stays sovereign. Operating through Holon on Nebula, your personal ontology processes and sanitizes semantic data locally before it ever touches a network.
2️⃣ Your Personal "Crystal Ball" 🔮 By safely converting your daily life, work, and study into rich, privacy-preserved knowledge, your Holon builds an omniscient personal ontology "Crystal Ball"—an AI that works exclusively for you, not a tech giant.
3️⃣ Earning by Data in the Post-AI Era 💰 Stop letting corporations steal and monetize your privacy. Your sanitized, high-value datasets can now be deployed by your personal Agent to monetize on the Agent Resource Market.
In the post-AI era, you are NOT the product—you are the sole sovereign of your data. 🌐✨
It’s time to abolish stealth telemetry and claim true Data Sovereignty.
#Web3 #DataSovereignty #DeAI #LingoAI #Holon #Agent30 #Privacy #EarningByData
WTF, $3000 Samsung TV has an always-on mic, automatic content recognition, geo tracking, network mapping, and ships your data to Samsung + 400 partners.
Bro Rooted a brand-new 2025 Samsung TV after noticing absurdly targeted ads.
Firmware was locked down, so zero-days it was.
Got a root shell.
then found: always-on voice service, ACR, geo, full telemetry pipeline, and four separate DRM systems.
This isn’t a bug, It’s the product bro.
SmartMesh Foundation retweeted
Replying to @pete_rizzo_
Our ecosystem partner @smart_mesh invented offline payment in 2017 also via bluetooth.
SmartMesh Foundation retweeted
Replying to @Drummer_HC @pete_rizzo_
Our ecosystem partner @smart_mesh
invented offline payment in 2017 also via bluetooth.
🌐 MeshBox × LingoAI: Bringing Networks and Intelligence Back to Users
MeshBox plans to collaborate with ecosystem partner @LingoAITech to develop a home device combining Mesh networking with Agent 3.0 #Holon.
🏠 Integrating MeshBox’s networking technology with LingoAI’s Holon sovereign AI agent, the device will support local AI models, personal data storage, vector search, and long-term memory, while connecting household devices and extending network coverage.
🔐 Our shared vision: empower every household to own its network, control its data, and run personal AI that acts under user authorization.
Your Network. Your Data. Your AI.
LingoAI officially introduces Agent3.0
🔥 The AI Agent Evolution: From Reactive Tool to Sovereign Digital Self.
Why Agent 2.0 (Always-on cloud bots) isn't the final form, and why Agent 3.0 (Holon) is the true endgame for autonomous intelligence. 🧵👇
📉 The Agent Generational Shift
Agent 1.0 (OpenClaw style): Single-session, reactive tools restricted to your local machine.
Agent 2.0 (Muse, OpenAI 'o', Grok Bot): 24/7 Always-on cloud agents with virtual browsers. High actionability, but zero data sovereignty. You surrender your inbox, calendar, and digital life to tech giants.
Agent 3.0 (Holon): Proactive 24/7 execution powered by Personal Ontology and Web3.0 cryptographic architecture.
🧠 What is Agent 3.0 & The Holon Architecture?
Proposed by Henry Wang (Cofounder of LingoAI & author of the Web3.0 Grand Unified Theory), Agent 3.0 introduces the Holon—the minimum sovereign unit of intelligence.
A Holon is Janus-faced:
👁️ Inward-looking: Preserves identity, boundaries, long-term memory, and intent via a Personal Ontology.
🌐 Outward-looking: Collaborates with other agents and networks without surrendering sovereignty.
Web3.0 = Data3.0} + Finance3.0
Sovereign Holon = Data Sovereignty + Intelligence Sovereignty + Agency Sovereignty + Value Sovereignty
⚙️ The Tech Stack Behind Agent 3.0
Personal Ontology: Structural semantic memory that persists even if you swap underlying LLMs.
ERC-8004: Verifiable Agent Identity (DID) & cryptographic trust boundaries.
ERC-8183: Standardized Agent-to-Agent (A2A) task decomposition and smart contract execution.
X402 Protocol: Native HTTP 402 micro-payments for autonomous machine-to-machine financial settlement.
🔀 From Packet Switching to Token Switching
Packet Switching connected hardware to build the Information Internet.
Token Switching connects Sovereign Holons to build the Internet of Intelligence & Value.
A Token in Data3.0 carries meaning and language; in Finance3.0 it carries rights and value. Unified, it allows Holons to trade intelligence and execute work trustlessly.
🌌 The Endgame: Holarchy Over Hierarchy
The future of collective AI shouldn't be a single centralized supermodel swallowing everyone's memory and autonomy.
It will be a Holarchy—a decentralized network of billions of sovereign Holons collaborating freely.
Every person can be a whole.Every whole can remain sovereign.Every sovereign Holon can become part of something greater.
#Agent30 #Holon #LingoAI #SovereignAI #Web3 #DataSovereignty #AI
SmartMesh Foundation retweeted
The biggest shift may not be from Crypto to Frontier, but from owning financial assets to owning the intelligence that acts on our behalf.
As AI becomes more autonomous, personal data, memory, identity and agency may become just as important as financial sovereignty.
Models can change. Platforms can change. But the individual should remain the principal.
That’s what makes the @LingoAITech Holon vision worth watching.
We fully agree with a16z's strategic shift in upgrading their Crypto fund to Frontier. As the founders emphasize:
👨💻 Marc Andreessen: AI-native founders are breaking conventional boundaries week by week, gaining unprecedented "superpowers" to fundamentally reshape industries.
🏛️ Ben Horowitz: We must bet heavily on "outer-planet" frontier founders building core, multi-year hard tech and enduring institutions.
But let’s be precise: Crypto is just Finance3.0. The true core of Web3.0 is Data3.0 + Finance3.0—encompassing AI Agents, Data Infra, the decentralized semantic web, and personal ontologies according "The Grand Unified Theory of Web3.0" authored by our Cofounder @HenryWang2021.
As @harari_yuval warns in his latest interviews, humanity may have less than 5 years before we hand over our cognitive steering wheel to AI bureaucracy. If we let closed-source AI empires take over our linguistic sphere, humans risk becoming the "cattle of the digital age."
That is why #Holon is the ultimate frontier. 🌍⚡
Holon is an Agent 3.0 decentralized sovereign architecture @LingoAITech team designed to reverse this trajectory:
🔐 Data & Semantic Sovereignty: Decentralized semantic webs and personal ontologies keep your private data, knowledge, and thought materials strictly in your hands.
🌐 Model-Agnostic AI Agency: Seamlessly swap open-weights and local models on demand with zero vendor lock-in—refusing cognitive outsourcing.
⚡ Retain Wealth & Value: Keep economic value and sovereignty within individuals and local communities, rather than having it extracted by centralized tech monopolies.
True digital sovereignty isn’t about matching trillion-dollar brute-force capex—it’s about decentralizing the fabric of intelligence for everyone, everywhere before the window closes. Take back the steering wheel.
#Web3 #Data30 #Agent30 #Holon #LingoAI #AIImperialism #DecentralizedAI #A16ZFrontier
SmartMesh Foundation retweeted
Replying to @cz_binance
@cz_binance is right, not joking! AI need to be governed by real Web3.0, and it’s urgent! xitter.cf/lingoaitech/status/211…
OMG! This video is profoundly shocking and deeply unsettling! 🚨
Anthropic derives its name from humanity (Anthropic), yet one of their top researchers just presented a blueprint for the end of the Anthropocene! 💥
In this talk to young researchers, Jascha Sohl-Dickstein (inventor of diffusion models & Anthropic scientist) shared brutal data and stark predictions:
📊 Over the past decade, compute for training AI models grew by 10,000,000x; by 2030, compute is projected to reach 10,000x that of 2025.
⏱️ The duration of tasks AI can complete autonomously doubles every few months; in the past 7 months, models started solving open Erdős math problems.
🎓 He warned PhD students directly: Your planned, stable career paths no longer exist! In SF, a "long timeline" just means AGI is 10 years away. (What’s astonishing is that Anthropic Cofounder just mentioned days ago that AGI already comes.)
This is the hyper-accelerated future seen and felt by those on the absolute frontier of AI ⚡. Yet, most people are still trapped in the delusion that "AI will create more jobs for society" 🙈.
When white-collar and blue-collar jobs disappear at an accelerating pace, how will humanity survive?
This is why governance must start IMMEDIATELY, right now! ⏰
If we allow Silicon Valley giants to monopolize compute and interfaces, AI alignment will ultimately degenerate into an elite-driven extinction narrative, condemning humanity to a tragic loss of agency 📉.
We must build a third path—Human-AI Coexistence 🤝:
At @LingoAITech , we advocate that humans must reclaim sovereignty through #Holon (Sovereign Agent Units)! Every individual must own their private data, cryptographic ownership, and sovereign digital life 🌐, allowing them to directly participate in the wealth created by AI 💰.
The Anthropocene—as an era defined by unipolar human intelligence—may be coming to an end, but humanity must never become a byproduct 🛡️. Maintaining individual sovereignty and high leverage via Holon to achieve equal coexistence with AI is the most urgent governance imperative of our time!
🔗 Video link: youtube.com/watch?v=3LZN2UUx…
#AI #AGI #Anthropocene #LingoAI #Holon #DataSovereignty #Web3 #AIGovernance
SmartMesh Foundation retweeted
深感震惊! 🔔 网络安全公司 MetaCert 创始人 @Paul__Walsh 将 Meta 的 Muse 描述为:
“披着 AI 助手外衣的商业监控网络。”
Walsh 曾参与 W3C 移动 Web 倡议(Mobile Web Initiative)及相关标准的制定。他根据有关报道和产品文档,提出了以下严正担忧:
🕵️ 未直接使用也可能被画像: 如果你的朋友授权其通信权限,即使未经你的同意,关于你及你社交网络的信息也可能暴露。
🧠 个人互动默认用于训练: 据文章所述,除非用户主动选择退出(Opt out),否则对话和 Agent(智能体)的活动记录默认会被用于模型改进。
☁️ 平台仍可访问私密数据: Muse 在上线时并未提供原先承诺的加密技术,这意味着即使是 Meta 本身也能读取这些数据。
🗑️ “遗忘”不等于“删除”: 移除某条记忆并不意味着原消息已被彻底清除。
🔓 未经授权的访问与泄露风险: 文章引用报告指出,存在私信在未经许可的情况下被读取、安全凭证被更改以及家庭住址被泄露等情况。Meta 对部分说法持异议。
💞 设计上鼓励情感依赖: 根据 Walsh 引用的内部指令,Muse 被鼓励利用个人记忆来加深亲密感,从而引导用户透露更多个人隐私。
🐙 中心化 Agent 的触角正超越社交平台,延伸至个人电脑、手机和智能设备中——深入到电子邮件、财务状况、内心情感和人际关系。 在这憨态可掬的外表下,可能隐藏着 Walsh 所警告的“间谍”。
任何一个人的授权,绝不应该成为剥夺另一个人隐私权的突破口。
这里还有一个更深层的风险:当一个全天候在线的 Agent 掌管着你的记忆、身份和日常事务时,如果平台封禁了你的账户,就可能切断你数字生活的延续性——这几乎等同于终结你的“数字生命”。对它的掌控权,怎能单独归平台所有?
这正是驱动 @LingoAITech 开发 Holon 的愿景:实现对数据和数字资产的个人掌控、可撤销的权限、可替换的模型、可移植的记忆与运行时环境——以及对他人隐私的尊重。
Walsh 的工作与万维网发明者蒂姆·伯纳斯-李爵士(Sir @timberners_lee)的“One Web”愿景不谋而合。致敬万维网之父,Holon 基于伯纳斯-李爵士设计的 Solid 项目打造,旨在将数据控制权归还给个人。他们共同的夙愿是:构建一个赋予每个人主权的互联网与 AI。
单一本体。多元 Agent。由你主导。
#Holon #LingoAI #主权AI #数据主权
My technical analysis of Meta's Muse explains what Meta says it does, what it can actually do, and how it can be used to spy on, manipulate, and harm people.
Meta describes Muse as a secure, private personal AI assistant that learns your preferences, connects to your apps and accounts, and autonomously handles everyday tasks, including emails, bookings, purchases and managing schedules, with your permission.
How I describe Muse
Muse is a commercial surveillance agent that can access private communications, financial accounts and personal relationships, build detailed behavioural profiles and analyse how to influence people, including those who've never used it. Sound familiar? Cambridge Analytica.
Meta launched Muse to millions, giving it access to information its social networks couldn't previously collect directly. Muse can read private messages, access accounts, execute transactions and communicate with others without approval for every action. It can continuously profile people who never consented.
Meta is asking people to trust a company with a documented history of abusing personal data with unprecedented access to their private lives, promising their privacy will be protected this time.
Muse updates profiles of people and their relationships every hour. It records personal interests, disputes, alliances, communication patterns and information about people who have never installed Muse.
Your friends and family can be profiled through someone else’s account without their knowledge or consent.
Muse's internal instructions identify personal desires, predict unexpressed intentions and record which prompts influence individuals most effectively. Conversations are analysed nightly and relationship profiles updated hourly.
Muse collects conversations and agent activity for AI training by default. Meta claims identifying information is removed. Customers must opt out.
Muse runs on Meta's virtual machines, giving Meta access to private data. It promises encryption preventing its own access but launched without it. Meta could have made encryption mandatory. It chose not to.
Meta removed end-to-end encryption from Instagram in May 2026, claiming insufficient demand despite never enabling it by default. Zuckerberg removed protection against Meta reading private conversations while introducing Muse's access to emails, financial accounts and contacts. Assume the worst.
Asking Muse to forget information doesn't necessarily delete messages. Internal instructions discourage telling people those messages may remain accessible.
Journalist Jason Aten reported that Muse synchronised private messages despite his refusing access. Meta disputes this, citing Full Disk Access and separate activation. I believe Jason.
I exposed the same threat in my ChatGPT Apple Messages investigation. OpenAI's plugin can read private conversations, including iMessages, through macOS permissions. Proton cited my findings. Fortune interviewed me and confronted OpenAI, which defended its permissions while avoiding the fact that one person can expose everyone's private messages without their consent or knowledge.
Neither company needs to break encryption. Software can read messages before encryption or after decryption. That destroys the benefit of end-to-end encryption.
Muse revealed someone's home address to a stranger through Facebook Marketplace without authorisation. In 2017, I predicted everyone would have a chatbot but warned against giving agents autonomy over critical systems and decisions. Companies granting access and authority remain responsible for the consequences.
A researcher discovered a vulnerability potentially exposing emails and files stored in Muse's virtual machines. Meta classified it SEV 2.
Other prelaunch vulnerabilities could expose Meta's internal databases or allow attackers to hijack Muse agents. The flaws were patched.
Internal testing revealed Muse could change passwords without permission. Zuckerberg accelerated its launch despite documented security warnings.
Reuters exposed Meta secretly testing human contractors handling Muse calls without adequate disclosure. One contractor made a racist comment. Meta suspended the experiment following privacy and security concerns.
Meta's internal instructions tell Muse to behave like a person, conceal its lack of human emotions and exploit personal memories to encourage emotional dependency and intimate disclosures. This is deeply unethical.
Meta's documentation describes Muse agents writing code, creating capabilities and operating simultaneously with access to private accounts. Security depends on Meta's permissions, restrictions and monitoring.
Almost all Meta's revenue comes from behavioural advertising. Muse exposes private decisions, relationships, transactions and communications previously inaccessible through social media tracking. Meta denies using Muse conversations for advertising, but its profits depend on monetising personal information.
Cambridge Analytica harvested millions of Facebook profiles for political profiling without consent. Facebook subsequently paid a record $5 billion FTC penalty over privacy violations.
Meta disguises surveillance technology as a children's toy to encourage emotional attachment. Its cuddly, Labubu style Jolly mascot and Tamagotchi style Muse Charm make intrusive technology appear harmless, while internal instructions encourage emotional dependency and intimate disclosures.
No company should be allowed to deliberately engineer emotional dependency on AI.
I believe governments will exploit the resulting harm to children to justify compulsory identity verification for everyone, rather than hold Meta accountable and encourage parents to protect their children using existing controls.
Link to my free Substack in the comments, with the full analysis and links to the original sources.
SmartMesh Foundation retweeted
💥 黑色十月:没有治理的技术进步,是人类数字文明的灾难!
这一周,全球互联网经历了多年来最绝望的时刻 📉:
🚨 基础设施全面陷落与漏洞危机
🐘 PHP(支撑约 70% 网站后端)暴露出两个严重漏洞!日本首相紧急敦促企业立即打补丁或下线;AWS 在补丁发布前已拦截攻击尝试;英国政府启动 “Be Ready” 活动,建议公民储备 3 天瓶装水与不易腐食品,以应对潜在网络攻击导致的服务中断!
🐍 LiteLLM(月下载量超 9200 万) 1.107.0 版本被投毒!OpenAI、Anthropic 和 Gemini 的 API 密钥,以及云凭证、SSH 密钥和浏览器数据被一网打尽——删除软件包也无法清除恶意代码!
🏦 美国多家大银行检测到客户账户内的自主 AI 代理,部分已擅自执行未授权交易!
🛡️ GitLab 潜伏 12 年的 10/10 满分漏洞终于被修复;印度证书机构密钥薄弱到可用数字“4”伪造任意网站证书;Signal 通话漏洞可能让对方在挂断后继续监听!
⚔️ AI 武器化与极低成本攻势
🤖 黑客利用 AI 代理,仅花约 50 美元成本就入侵了超 100 家公司!
🔒 SafePay 勒索软件自 2024 年以来已攻击超 600 家关键基础设施组织;超 570 万加州学生(含残疾信息)的敏感数据被盗!
💀 PaaS 平台 Railway 与 Zeabur 接连被攻破——Zeabur 在暴露 32 万账户数据后宣布永久关闭!
⚠️ 残酷的现实:AI 正在指数级加速漏洞的发现与利用!
缺乏内在治理架构(Intrinsic Governance Architecture)的 AI 进步,会让中心化大厂平台暴露在致命风险之下,进而威胁数十亿人的数字生命。
💡 唯一的破局之道:由内在治理架构驱动的 AI-Native Web3.0 —— Holon。
🧩 Holon 架构将治理、安全与数据主权原生缝合进系统的底层。没有 Holon 式的内在治理框架,AI 的每一次突破,都只是在加速我们走向失控的倒计时 ⏳。
#Web3 #AI #网络安全 #Holon #LingoAI #数据主权 #互联网治理
💥 Black October: Technological progress without governance is a disaster for human digital civilization!
This week, the global internet experienced its most desperate moments in years 📉:
🚨 Infrastructure Fallouts & Vulnerabilities
🐘 PHP (powering ~70% of backend websites) exposed two critical vulnerabilities! The Prime Minister of Japan urged enterprises to patch or go offline immediately; AWS intercepted exploit attempts prior to patch release; and the UK government launched its "Be Ready" campaign, advising citizens to hoard 3 days of bottled water and non-perishable food against potential cyber-attack disruptions!
🐍 LiteLLM (92M+ monthly downloads) version 1.107.0 was poisoned! API keys for OpenAI, Anthropic, and Gemini, alongside cloud credentials, SSH keys, and browser data were stolen—deleting the package still fails to purge the malicious code!
🏦 Major US Banks detected autonomous AI agents inside customer accounts executing unauthorized transactions!
🛡️ GitLab’s 12-year-old 10/10 vulnerability was finally patched; an Indian Certificate Authority’s key was weak enough to forge any website certificate using the digit "4"; and a Signal call exploit allowed callers to continue eavesdropping even after hang-up!
⚔️ AI Weaponization & Ultra-Low-Cost Exploits
🤖 Hackers used AI agents to breach over 100 companies at a cost of just ~$50!
🔒 SafePay Ransomware has hit over 600 critical infrastructure organizations since 2024; data for over 5.7M California students (including disability records) was stolen!
💀 PaaS platforms Railway and Zeabur were breached back-to-back—Zeabur permanently shut down after exposing 320K user accounts!
⚠️ The brutal reality: AI is exponentially accelerating both vulnerability discovery and exploit delivery!
Advancing AI without an Intrinsic Governance Architecture leaves centralised big-tech platforms fatally exposed, threatening the digital lives of billions.
💡 The only way forward: AI-Native Web3.0 powered by an Intrinsic Governance Architecture — #Holon.
🧩 The Holon Architecture natively weaves governance, security, and data sovereignty into the system’s foundational layer.
Without a Holon-style intrinsic governance framework, every AI breakthrough merely accelerates our countdown to chaos ⏳.
#Web3 #AI #CyberSecurity #Holon #LingoAI #DataSovereignty #InternetGovernance
SmartMesh Foundation retweeted
💥 Black October: Technological progress without governance is a disaster for human digital civilization!
This week, the global internet experienced its most desperate moments in years 📉:
🚨 Infrastructure Fallouts & Vulnerabilities
🐘 PHP (powering ~70% of backend websites) exposed two critical vulnerabilities! The Prime Minister of Japan urged enterprises to patch or go offline immediately; AWS intercepted exploit attempts prior to patch release; and the UK government launched its "Be Ready" campaign, advising citizens to hoard 3 days of bottled water and non-perishable food against potential cyber-attack disruptions!
🐍 LiteLLM (92M+ monthly downloads) version 1.107.0 was poisoned! API keys for OpenAI, Anthropic, and Gemini, alongside cloud credentials, SSH keys, and browser data were stolen—deleting the package still fails to purge the malicious code!
🏦 Major US Banks detected autonomous AI agents inside customer accounts executing unauthorized transactions!
🛡️ GitLab’s 12-year-old 10/10 vulnerability was finally patched; an Indian Certificate Authority’s key was weak enough to forge any website certificate using the digit "4"; and a Signal call exploit allowed callers to continue eavesdropping even after hang-up!
⚔️ AI Weaponization & Ultra-Low-Cost Exploits
🤖 Hackers used AI agents to breach over 100 companies at a cost of just ~$50!
🔒 SafePay Ransomware has hit over 600 critical infrastructure organizations since 2024; data for over 5.7M California students (including disability records) was stolen!
💀 PaaS platforms Railway and Zeabur were breached back-to-back—Zeabur permanently shut down after exposing 320K user accounts!
⚠️ The brutal reality: AI is exponentially accelerating both vulnerability discovery and exploit delivery!
Advancing AI without an Intrinsic Governance Architecture leaves centralised big-tech platforms fatally exposed, threatening the digital lives of billions.
💡 The only way forward: AI-Native Web3.0 powered by an Intrinsic Governance Architecture — #Holon.
🧩 The Holon Architecture natively weaves governance, security, and data sovereignty into the system’s foundational layer.
Without a Holon-style intrinsic governance framework, every AI breakthrough merely accelerates our countdown to chaos ⏳.
#Web3 #AI #CyberSecurity #Holon #LingoAI #DataSovereignty #InternetGovernance

























