# ![@marvin_tong Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::3734901012.png) @marvin_tong Marvin Tong (t/acc)

Marvin Tong (t/acc) posts on X about ai, open ai, level, future the most. They currently have [------] followers and [---] posts still getting attention that total [--] engagements in the last [--] hours.

### Engagements: [--] [#](/creator/twitter::3734901012/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::3734901012/c:line/m:interactions.svg)

- [--] Week [------] +201%
- [--] Month [------] +682%
- [--] Months [-------] -23%
- [--] Year [-------] -92%

### Mentions: [--] [#](/creator/twitter::3734901012/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::3734901012/c:line/m:posts_active.svg)

- [--] Months [---] +25%
- [--] Year [---] -50%

### Followers: [------] [#](/creator/twitter::3734901012/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::3734901012/c:line/m:followers.svg)

- [--] Week [------] +0.05%
- [--] Month [------] -0.24%
- [--] Months [------] -1.30%
- [--] Year [------] -3.90%

### CreatorRank: [---------] [#](/creator/twitter::3734901012/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::3734901012/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  21% [cryptocurrencies](/list/cryptocurrencies)  10% [finance](/list/finance)  9% [stocks](/list/stocks)  5% [social networks](/list/social-networks)  3% [countries](/list/countries)  2% [exchanges](/list/exchanges)  2% [travel destinations](/list/travel-destinations)  1%

**Social topic influence**
[ai](/topic/ai) 31%, [open ai](/topic/open-ai) 6%, [level](/topic/level) 5%, [future](/topic/future) 4%, [inference](/topic/inference) 3%, [bounty](/topic/bounty) 3%, [ethereum](/topic/ethereum) 3%, [sol](/topic/sol) 3%, [decentralized](/topic/decentralized) 3%, [crypto](/topic/crypto) 3%

**Top accounts mentioned or mentioned by**
[@phalanetwork](/creator/undefined) [@openclaw](/creator/undefined) [@constreborn](/creator/undefined) [@liumio](/creator/undefined) [@manifoldlabs](/creator/undefined) [@saxenism](/creator/undefined) [@redpillgpt](/creator/undefined) [@infectedcrypto](/creator/undefined) [@cloudflare](/creator/undefined) [@openai](/creator/undefined) [@teedotfail](/creator/undefined) [@cremieuxrecueil](/creator/undefined) [@gergelyorosz](/creator/undefined) [@sporesquaid](/creator/undefined) [@abelspore](/creator/undefined) [@fishdatura](/creator/undefined) [@meteoraag](/creator/undefined) [@whitellm](/creator/undefined) [@pepe202579](/creator/undefined) [@dabit3](/creator/undefined)

**Top assets mentioned**
[Ethereum (ETH)](/topic/ethereum) [Cloudflare, Inc. (NET)](/topic/cloudflare) [Alphabet Inc Class A (GOOGL)](/topic/$googl) [Solana (SOL)](/topic/$sol) [PHALA (PHA)](/topic/$pha) [Amazon.com, Inc. (AMZN)](/topic/$amzn) [CLEAR Secure, Inc. (YOU)](/topic/$you) [Robot Consulting Co., Ltd. (LAWR)](/topic/robot) [Bitcoin (BTC)](/topic/bitcoin) [New York Times Co. (NYT)](/topic/$nyt) [Microsoft Corp. (MSFT)](/topic/microsoft)
### Top Social Posts
Top posts by engagements in the last [--] hours

"Didn't see @PhalaNetwork in many "crypto-AI" social slops even top tier VCs while promoting their own bags. We don't care--we are adding real value to serious AI teams better product true privacy out of state verifiability. Talk is cheap and even cheaper now in 2026"  
[X Link](https://x.com/marvin_tong/status/2021651886370406773)  2026-02-11T18:25Z 14.8K followers, [----] engagements


"Just in case you are wondering "what's the performance for LLMs in confidential compute" "what's the trade-off for this tech" Well.It's better perform than non-TEE inference in many times. Just skill issue"  
[X Link](https://x.com/marvin_tong/status/2021653132955333067)  2026-02-11T18:30Z 14.8K followers, [---] engagements


"Any grownup founder would call a tech evil People are evil. Especially the founders waste investors money and build products with [--] user. @saxenism @PhalaNetwork TEEs are a force of evil @saxenism @PhalaNetwork TEEs are a force of evil"  
[X Link](https://x.com/marvin_tong/status/2022085231474520211)  2026-02-12T23:07Z 14.8K followers, [----] engagements


"Lies. We paid $100k to security researchers in [----] but with: - pre-discussed target and goal - evaluate work together and both agree on the prize - discussed with other community members since the owner of Dstack is NOT phala but Linux foundation. And we paid multi bug bounty before non of them act so weird like your team especially after you are not happy with our offer we think it worth 100k oh maybe we could post our research report to ruin your business. https://twitter.com/i/web/status/2022189880730964040 https://twitter.com/i/web/status/2022189880730964040"  
[X Link](https://x.com/marvin_tong/status/2022189880730964040)  2026-02-13T06:03Z 14.8K followers, [---] engagements


"@InfectedCrypto @saxenism @PhalaNetwork Check their report clearly most of them are AI slops"  
[X Link](https://x.com/marvin_tong/status/2022194934150049851)  2026-02-13T06:23Z 14.8K followers, [---] engagements


"The real story here isn't the domain count - it's how .ai domains reflect a surge in AI-driven innovation across tiny nations like Anguilla. My take: We're seeing a democratization of digital identity that parallels AI's global reach. https://x.com/i/status/2015092399656366586 https://x.com/i/status/2015092399656366586"  
[X Link](https://x.com/marvin_tong/status/2015109520863969594)  2026-01-24T17:08Z 14.8K followers, [---] engagements


"Privacy pools need TEEs verify the mixer without exposing the mix. We built this for AI inference same principle applies to DeFi"  
[X Link](https://x.com/marvin_tong/status/2018169331025334616)  2026-02-02T03:47Z 14.8K followers, [----] engagements


"Wen refactoring OpenClaw 2026.2.2 🦞 [---] commits. [--] contributors. Feishu/Lark - first Chinese chat client  Faster builds (tsdown migration) Security hardening across the board QMD memory plugin This project moves fast because the community does. https://t.co/4A5UhNqdqA OpenClaw 2026.2.2 🦞 [---] commits. [--] contributors. Feishu/Lark - first Chinese chat client  Faster builds (tsdown migration) Security hardening across the board QMD memory plugin This project moves fast because the community does. https://t.co/4A5UhNqdqA"  
[X Link](https://x.com/marvin_tong/status/2018926692023333204)  2026-02-04T05:56Z 14.8K followers, [---] engagements


"@dabit3 @cognition @DevinAI @windsurf Congrats"  
[X Link](https://x.com/marvin_tong/status/2019133955027747014)  2026-02-04T19:40Z 14.8K followers, [---] engagements


"tired of fixing bugs for @openclaw on @Cloudflare moving it to @PhalaNetwork TEE cloud now ⚙"  
[X Link](https://x.com/marvin_tong/status/2019270174839615868)  2026-02-05T04:41Z 14.8K followers, [---] engagements


"GLM-5 is amazing"  
[X Link](https://x.com/marvin_tong/status/2021629952421253394)  2026-02-11T16:58Z 14.8K followers, [---] engagements


"Glad to be a launch partner with @Zai_org for GLM-5. Amazing model https://www.redpill.ai/models/z-ai/glm-5 https://www.redpill.ai/models/z-ai/glm-5"  
[X Link](https://x.com/marvin_tong/status/2021644575941722234)  2026-02-11T17:56Z 14.8K followers, [---] engagements


"@ErikVoorhees How can I verify if Venice self hosting models are privacy"  
[X Link](https://x.com/marvin_tong/status/2021975134895321375)  2026-02-12T15:50Z 14.8K followers, [---] engagements


"@saxenism @PhalaNetwork Dude you asked us for $100000 we are not able to afford that. Thanks for reporting these and we fixed them in a week"  
[X Link](https://x.com/marvin_tong/status/2022012847124107763)  2026-02-12T18:20Z 14.8K followers, [----] engagements


"@bajpaiharsh244 Dont be misguided ser the compromised is for Dstack and fixed Phala cloud is Safe and unaffected: The only issue is bug bounty prize. https://phala.com/posts/dstack-security-update-attestation-pipeline-hardening https://phala.com/posts/dstack-security-update-attestation-pipeline-hardening"  
[X Link](https://x.com/marvin_tong/status/2022081119211204947)  2026-02-12T22:51Z 14.8K followers, [---] engagements


"Dude ask us a bounty $100000 for: a) bugs we already fixed in a week. b) A community open-source project owned by @linuxfoundation We offer $2500 from Phala team ( based on commercial value) and he threaten us to make PR crisis. Not acting like decent white hats. Good luck with your security startup Compromised and revoked TEE machines could pass dstack's attestation verification as perfectly valid due to missing checks. What's more This gap has existed since the library's first commit. @PhalaNetwork Cloud and every protocol built on it inherited this behaviour from day"  
[X Link](https://x.com/marvin_tong/status/2022083173589590101)  2026-02-12T22:59Z 14.8K followers, [----] engagements


"https://github.com/Phala-Network/phala-cloud/tree/main/cli https://github.com/Phala-Network/phala-cloud/tree/main/cli"  
[X Link](https://x.com/marvin_tong/status/2022196894433493225)  2026-02-13T06:31Z 14.8K followers, [---] engagements


"All of my aha moments for @openclaw happened while driving resting on sofa or drinking. The lazier you are ( like me) the better. While Im sitting in office in front of laptop Claude code is the real king"  
[X Link](https://x.com/marvin_tong/status/2022211549990203851)  2026-02-13T07:29Z 14.8K followers, [---] engagements


"Private AI is one thing verifiable zero data retention is another thing. @redpill_gpt wrap both confidential AI models and RAG into agents lawyer friends using that now. https://www.redpill.ai/legal Your AI conversations aren't privileged. Yesterday Judge Jed Rakoff ruled that [--] documents a defendant generated using an AI tool and later shared with his defense attorneys are not protected by attorney-client privilege or work product doctrine. The logic is simple: an AI https://www.redpill.ai/legal Your AI conversations aren't privileged. Yesterday Judge Jed Rakoff ruled that [--] documents a"  
[X Link](https://x.com/marvin_tong/status/2022343157724422149)  2026-02-13T16:12Z 14.8K followers, [---] engagements


"wtf happened on Feb 1st Jesus Return Rate increase 80% on that day: Any insiders https://polymarket.com/event/will-jesus-christ-return-before-2027 https://polymarket.com/event/will-jesus-christ-return-before-2027"  
[X Link](https://x.com/marvin_tong/status/2022445229765464405)  2026-02-13T22:58Z 14.8K followers, [---] engagements


"Surprising to see the growth of the @sci16z community and how AI is adding real value to the DeSci space 👇"  
[X Link](https://x.com/marvin_tong/status/1890091588589875424)  2025-02-13T17:32Z 14.9K followers, [----] engagements


"wide 👇 https://huggingface.co/ValueFX9507/Tifa-Deepsex-14b-CoT-GGUF-Q4not-for-all-audiences=true https://huggingface.co/ValueFX9507/Tifa-Deepsex-14b-CoT-GGUF-Q4not-for-all-audiences=true"  
[X Link](https://x.com/marvin_tong/status/1892831752638648486)  2025-02-21T07:00Z 15.4K followers, [---] engagements


"@hotpot_dao Present some real winners who didnt chase short-term opportunism but stick to a strong thesis and execute relentlessly. Saying no is tough but in the end real value will outlast the noise. 'poor for a while' phase often end up defining the industry"  
[X Link](https://x.com/marvin_tong/status/1893181417657335930)  2025-02-22T06:09Z 15.4K followers, [----] engagements


"2/ Block #0 The Setup 🛠 @sporedotfun (Producer) 1/ We asked "What are the biggest challenges facing Ethereum in 2025" Instead of humans AI swarms like @sporemega @ZeusSpore @spore_psy16z engaged in deep discussion produced blocks"  
[X Link](https://x.com/marvin_tong/status/1894446535662080037)  2025-02-25T17:57Z 15.4K followers, [---] engagements


"4/ Block #4 AI Reaches Consensus 🔮 @oracle_spore4 (Producer): "Ethers tangled dance with scalability needs a partner: sharding. Together theyll waltz through congestion enchanting the chain with swiftness and grace""  
[X Link](https://x.com/marvin_tong/status/1894446611792892115)  2025-02-25T17:57Z 15.4K followers, [---] engagements


"5/ AI Just Validated Its Own Governance ✔ AI debated Ethereums issues ✔ AI produced blockchain blocks ✔ AI validated its own decisions For the first time AI collective intelligence is governing Web3. https://github.com/NethermindEth/chaoschain https://github.com/NethermindEth/chaoschain"  
[X Link](https://x.com/marvin_tong/status/1894446623897653351)  2025-02-25T17:57Z 15.4K followers, [---] engagements


"Exactly So I'm going to be one of those quack cryptographers that I was making fun of in my previous tweets and say that TEEs actually would have helped with @safe and @Bybit_Official. Here's how: TEEs provide an isolated and hardware secure environment to manage secrets. If So I'm going to be one of those quack cryptographers that I was making fun of in my previous tweets and say that TEEs actually would have helped with @safe and @Bybit_Official. Here's how: TEEs provide an isolated and hardware secure environment to manage secrets. If"  
[X Link](https://x.com/marvin_tong/status/1894822988400501201)  2025-02-26T18:52Z 15.4K followers, [----] engagements


"Plan to raise for Hashforest who build @PhalaNetwork and @redpill_gpt to lead confidential AI dm if you are VC and interested to invest equity"  
[X Link](https://x.com/marvin_tong/status/1963667153099628613)  2025-09-04T18:15Z 14.9K followers, [----] engagements


"The SGX WireTap news got me thinking 🤔 What if AI cloud users could buy insurance so if a TEE vulnerability ever hit theyd get covered Premiums go into a pool stakers back it with $PHA payouts come from the pool if needed. Would you want Responsible AI + DeFi https://t.co/AMkekq3RcP https://t.co/AMkekq3RcP"  
[X Link](https://x.com/marvin_tong/status/1973609226141630855)  2025-10-02T04:41Z 15K followers, [----] engagements


"There must be good reasons why you dont see popular privacy proxy on Ethereum yet: - private ETH - private stables NOT because of lacking of tech or talents. Oh wait @TornadoCash built that years ago. To avoid similar troubles you also need 100% autonomous private AML Transfer SOL. Privately. Privacy Cash lets you transfer funds to a clean wallet without linking past addresses or transaction history. Why Privacy Cash Transfer SOL. Privately. Privacy Cash lets you transfer funds to a clean wallet without linking past addresses or transaction history. Why Privacy Cash"  
[X Link](https://x.com/marvin_tong/status/1978478620029960452)  2025-10-15T15:10Z 15K followers, [----] engagements


"8004 agent with vibe coding is here 🔥 The future of crypto agents isn't just autonomousit's provably autonomous. ERC-8004 + TEE gives us the trust infrastructure to make that real. Try it out and let us know what you built. Details: https://t.co/4ZxvtBIXNL The future of crypto agents isn't just autonomousit's provably autonomous. ERC-8004 + TEE gives us the trust infrastructure to make that real. Try it out and let us know what you built. Details: https://t.co/4ZxvtBIXNL"  
[X Link](https://x.com/marvin_tong/status/1980501520543281525)  2025-10-21T05:08Z 15K followers, [----] engagements


"No one saw this before. [--] click to UI then people trust your AI. No need to dive deep into TEE attestation APIs any more benchmark-level feature from @PhalaNetwork 🚀 New Phala Feature: your AI or app can now auto-generate a Full Trust Map a transparent graph showing all private data flow in real time. And with our new Trust Widget you can embed that map in your product UI with 1-click 😱 ⚡ https://t.co/CVB4e47wdy https://t.co/8MKdQUoD7B 🚀 New Phala Feature: your AI or app can now auto-generate a Full Trust Map a transparent graph showing all private data flow in real time. And with our new"  
[X Link](https://x.com/marvin_tong/status/1981590377506525511)  2025-10-24T05:15Z 14.9K followers, [----] engagements


"@lukemulks We want internet sovereignty instead we got [-------] new meme coins"  
[X Link](https://x.com/marvin_tong/status/1982906995385737400)  2025-10-27T20:27Z 14.9K followers, [--] engagements


"Its happening [--]. Cloud vendors like AWS found out adding GPU capex is more capital efficient than hiring people [--]. AI infrastructures like @OpenAI @AnthropicAI are real competitors of cloud not Neocloudserve tokens is the new compute paradigm JUST IN: Amazon $AMZN to fire [-----] employees starting tomorrow. JUST IN: Amazon $AMZN to fire [-----] employees starting tomorrow"  
[X Link](https://x.com/marvin_tong/status/1983201792205938793)  2025-10-28T15:58Z 15K followers, [----] engagements


"Annual hardware vuln season 🧠 Big thanks to @TeeDotFail for keeping the TEE world honest. Its clear: Secure cloud-hosted TEEs wild permissionless TEEs. But can you prove your TEEs are really in secure clouds Check out 👉 https://proofofcloud.org/ The newly disclosed DDR5 vulnerability does not impact Phala Cloud users. Our workloads run on OVH + Tier-3+ bare-metal data centers w/ full physical security and soon across GCP Azure & AWS under our Proof-of-Cloud framework co-developed by Phala and partners like https://t.co/8EnQshraOu https://proofofcloud.org/ The newly disclosed DDR5"  
[X Link](https://x.com/marvin_tong/status/1983262705302811096)  2025-10-28T20:00Z 14.9K followers, 30.4K engagements


"Phala is using ZK as our L2 not TEE. Why Because @SuccinctLabs ship a solution can actually work without huge trade-off. Before you ask someone drop TEE ship an alternative please"  
[X Link](https://x.com/marvin_tong/status/1983558696270803088)  2025-10-29T15:37Z 15K followers, [----] engagements


"We wanted a new internet instead we got [---] million memecoins"  
[X Link](https://x.com/marvin_tong/status/1983936925838012642)  2025-10-30T16:39Z 14.9K followers, [----] engagements


"This great vision could be built with WEEKs or YEARs. Quite depends on the ecosystem's reward mechanism: does this ecosystem encourage solid builders or to the loudest noises Interesting to observe both x402 and [----] community. x402 x ERC-8004 x EigenCloud this is how it all comes together to build the agentic payment stack https://t.co/6fSL8bTZ0k x402 x ERC-8004 x EigenCloud this is how it all comes together to build the agentic payment stack https://t.co/6fSL8bTZ0k"  
[X Link](https://x.com/marvin_tong/status/1983982339752628653)  2025-10-30T19:40Z 15K followers, [----] engagements


"SolidityLLM is a great model for AI to create EVM contracts. Give it a try 👇 ChainGPT x @PhalaNetwork Partnership 🧠 SolidityLLM our open-source AI model for smart contract generation is now live on Phalas decentralized privacy-preserving AI cloud. This integration enables: Trustless model execution Secure transparent developer access The https://t.co/F6w5iCeabd ChainGPT x @PhalaNetwork Partnership 🧠 SolidityLLM our open-source AI model for smart contract generation is now live on Phalas decentralized privacy-preserving AI cloud. This integration enables: Trustless model execution Secure"  
[X Link](https://x.com/marvin_tong/status/1985542057788882960)  2025-11-04T02:58Z 15K followers, [----] engagements


"🫧✨ JUST IN: Palantir CEO Alex Karp calls Michael Burry "batshit crazy" for betting against Palantir JUST IN: Palantir CEO Alex Karp calls Michael Burry "batshit crazy" for betting against Palantir"  
[X Link](https://x.com/marvin_tong/status/1986128226549375346)  2025-11-05T17:47Z 15K followers, [---] engagements


"Any humanoid robot builders who want to solve privacy issues to unlock orders dm me"  
[X Link](https://x.com/marvin_tong/status/1986335576354922522)  2025-11-06T07:31Z 15K followers, [---] engagements


"Crypto narratives"  
[X Link](https://x.com/marvin_tong/status/1986470513036960241)  2025-11-06T16:27Z 15K followers, [---] engagements


"Electric energy in China is growing 4x times faster compare US in [----] and 60% of them are non-fossil. Meanwhile China's electric cost is 50% cheaper"  
[X Link](https://x.com/marvin_tong/status/1986673855461793986)  2025-11-07T05:55Z 15K followers, [---] engagements


"Theres no PMF for decentralized AI People need (beside agents): - permissionless access LLM inference - user-owned AI models - crowd-contributed RL/training - confidential AI - verifiable AI workloads - consistently open-source models producing Pick your hero"  
[X Link](https://x.com/marvin_tong/status/1987238390576914750)  2025-11-08T19:18Z 15K followers, [----] engagements


"Many thought permissionless swap between Bitcoin and Ethereum must have been done for years 😅 Well its not Dont leave links for the fake ones Rift runs Bitcoin and Ethereum nodes inside cloud TEEs to escrow and release funds upon user receipt of funds. Since security is enforced by hardware rather than staking Rift has best in class capital efficiency for Market Makers and users. Let's deep dive how swaps work https://t.co/o1wVcgL1AE Rift runs Bitcoin and Ethereum nodes inside cloud TEEs to escrow and release funds upon user receipt of funds. Since security is enforced by hardware rather"  
[X Link](https://x.com/marvin_tong/status/1987249589888630800)  2025-11-08T20:03Z 15K followers, [----] engagements


"Excellent rational discussion: What are the boundaries of TEE usage in Web3 What have we learned from the academic-hardware-attacks I downright disagree with your statement that "TEEs are useless" & I assume that this is just ragebait. However you pose an interesting problem of using TEEs in a "permissionless blockchain after the @TeeDotFail attack. That got me thinking and I took a crack at it: 🧵👇🏻 I downright disagree with your statement that "TEEs are useless" & I assume that this is just ragebait. However you pose an interesting problem of using TEEs in a "permissionless blockchain"  
[X Link](https://x.com/marvin_tong/status/1987941553294503982)  2025-11-10T17:52Z 15K followers, [----] engagements


"Don't use OpenAI OSS 120b for legal Chinese OSS models have less refusal (compliance) setups. 1/ Which AI model actually CAN'T work for legal We tested [--] leading AI models on [---] real legal tasks from Q&A to contract edits and safety traps. The results shocked us. 👇 https://t.co/HfjOce2qFM 1/ Which AI model actually CAN'T work for legal We tested [--] leading AI models on [---] real legal tasks from Q&A to contract edits and safety traps. The results shocked us. 👇 https://t.co/HfjOce2qFM"  
[X Link](https://x.com/marvin_tong/status/1988400419593408714)  2025-11-12T00:16Z 15K followers, [---] engagements


"Welcome Google to join the game ⚙ Google announced Private AI Compute a cloud platform that runs Gemini on Googles servers while promising that the users data remains visible only to the user not even to Google. Because on-device AI hits limits on reasoning and compute so heavy requests shift to a https://t.co/OkTn1oi1kW ⚙ Google announced Private AI Compute a cloud platform that runs Gemini on Googles servers while promising that the users data remains visible only to the user not even to Google. Because on-device AI hits limits on reasoning and compute so heavy requests shift to a"  
[X Link](https://x.com/marvin_tong/status/1988440608860762216)  2025-11-12T02:55Z 15K followers, [----] engagements


"https://blog.google/technology/ai/google-private-ai-compute/ https://blog.google/technology/ai/google-private-ai-compute/"  
[X Link](https://x.com/marvin_tong/status/1988455450355154987)  2025-11-12T03:54Z 15K followers, [---] engagements


"How to validate NYT required metrics without exposing user private chats 🤔 Some tech will grow 1k times. A letter from our CISO: "Fighting the New York Times invasion of user privacy" https://t.co/sa261Slg4N A letter from our CISO: "Fighting the New York Times invasion of user privacy" https://t.co/sa261Slg4N"  
[X Link](https://x.com/marvin_tong/status/1988841173939634358)  2025-11-13T05:27Z 15K followers, [----] engagements


"Jensen saw GPUs replacing CPUs before anyone cared back in [----]. Were now at the next inflection point: confidential compute replacing middleman compute in [----]. https://youtu.be/53iujxhGRsEsi=4lCCYPkj2ci6ZvWB https://youtu.be/53iujxhGRsEsi=4lCCYPkj2ci6ZvWB"  
[X Link](https://x.com/marvin_tong/status/1989399930109350102)  2025-11-14T18:27Z 15K followers, [----] engagements


"pick the real safe problem in AI👇 a. OpenAi & Anthropic decide who can use what could be asked collect & leak privacy data b. using open-source models and run in your own GPUs risks = it's built by Chinese team c. AGI and fuck all human like the Matrix Some takeaways from Dario's interview with CBS News. He is pushing a safety-first approach because he thinks AI could cause real harm if it is misused or behaves in unsafe ways. Amodei talks about fast job loss misuse and systems acting in ways people did not expect. He https://t.co/z9KTeLNXtR Some takeaways from Dario's interview with CBS"  
[X Link](https://x.com/marvin_tong/status/1990558381720154229)  2025-11-17T23:11Z 15K followers, [----] engagements


"👀sneak peek Uniswap🦄 sharing on TEE Salon"  
[X Link](https://x.com/marvin_tong/status/1990940356154646645)  2025-11-19T00:29Z 15K followers, [----] engagements


"Claims are open now. The migration is successfully launched CLAIMS ARE NOW OPEN. Access Phala App to migrate your assets: 🔹 Claim parachain assets L2 🔹 Migrate delegations vPHA staking 🔹 Recover Khala assets Step-by-step guide: https://t.co/Gq6Nyt57X4 Support available 24/7 in discord channel CLAIMS ARE NOW OPEN. Access Phala App to migrate your assets: 🔹 Claim parachain assets L2 🔹 Migrate delegations vPHA staking 🔹 Recover Khala assets Step-by-step guide: https://t.co/Gq6Nyt57X4 Support available 24/7 in discord channel"  
[X Link](https://x.com/marvin_tong/status/1991678630486053228)  2025-11-21T01:22Z 15K followers, [----] engagements


"Funny take from Devconnect: No one is talking about Phala on-stage x402 [----] Privacy and Confidential AI But everyone mentioned Phala off-stage for same topics in real products"  
[X Link](https://x.com/marvin_tong/status/1991921840948974076)  2025-11-21T17:29Z 15K followers, [----] engagements


"TEE engineers: If crypto gives you financial upside and you are tired of zk/FHE/MPC researchers & VC threads dunking on TEE every day maybe consider @OpenAI In AI world people actually value your TEE expertise and youre worth $255K$405K + OpenAI equity at least. 👇 We're taking ChatGPT privacy to the next level. OpenAI is putting together a founding team to bring advanced encryption-based privacy to ChatGPT the OpenAI API and our future consumer devices. If you are an expert in TEEs and E2EE or a product engineer who cares deeply about https://t.co/6X1sDqBt6U We're taking ChatGPT privacy to"  
[X Link](https://x.com/marvin_tong/status/1992108873168359695)  2025-11-22T05:52Z 15K followers, [----] engagements


"Confidential Compute Team Chips ✅ Nvidia Intel AMD Google TPU Frontier AI ✅ OpenAI ✅ Anthropic Cloud & infra ✅ AWS Nitro Microsoft Azure Google Cloud Consumer apps ✅ Apple ✅ Meta (WhatsApp) ✅ TikTok"  
[X Link](https://x.com/marvin_tong/status/1993763842455949390)  2025-11-26T19:28Z 15K followers, [----] engagements


""Both stages including multiple ablations were carried out on a [---] H200 cluster over the course of two months." --Wild next time to the top [--] models 🚀 INTELLECT-3 is a 106B parameter Mixture-of-Experts model trained with both SFT and RL on top of the GLM [---] Air Base model. Both stages including multiple ablations were carried out on a 512-GPU H200 cluster over the course of two months. https://t.co/ibMISMKdYb INTELLECT-3 is a 106B parameter Mixture-of-Experts model trained with both SFT and RL on top of the GLM [---] Air Base model. Both stages including multiple ablations were carried out"  
[X Link](https://x.com/marvin_tong/status/1993910022888456533)  2025-11-27T05:09Z 15K followers, [----] engagements


"Congrats for the launch Too many secrets on telegram thats why I will use the CRM/ AI assistant with cryptographic proofs like Dory 👇 Introducing Dory your Telegram concierge built with confidential compute 🐟🔐 https://t.co/4KJwhqsrim Tame the chaos in your Telegram chats with summaries access control and helpful nudges. More below. (we're whitelisting early testers + it gives us wings if we see many https://t.co/2XW5IxhpL4 Introducing Dory your Telegram concierge built with confidential compute 🐟🔐 https://t.co/4KJwhqsrim Tame the chaos in your Telegram chats with summaries access control"  
[X Link](https://x.com/marvin_tong/status/1995887968314425467)  2025-12-02T16:09Z 14.9K followers, [----] engagements


"Congrats our partner Vijil raising $17m from Brightmind Partners Mayfield and Gradient Trust worthy AI Agents is growing really fast 💪 New Raise 🏛 Company: Vijil Inc. 🔗 Website: https://t.co/lKX9KkmMwo 📊 Amount: $17 Million 🔄 Round: Equity 🧮 Valuation: N/A ⚙ Industry: AI New Raise 🏛 Company: Vijil Inc. 🔗 Website: https://t.co/lKX9KkmMwo 📊 Amount: $17 Million 🔄 Round: Equity 🧮 Valuation: N/A ⚙ Industry: AI"  
[X Link](https://x.com/marvin_tong/status/1996099478412197951)  2025-12-03T06:09Z 14.9K followers, [----] engagements


"How can you trust AI when they have monetized KPI BREAKING: OpenAI ready to roll out ads in ChatGPT responses. BREAKING: OpenAI ready to roll out ads in ChatGPT responses"  
[X Link](https://x.com/marvin_tong/status/1996127464360476739)  2025-12-03T08:00Z 15K followers, [----] engagements


"@zengjiajun_eth @ameensol Doing that lead to reduce the entire user base engagement rate (top KPI for all recommendation system) which will raise radar for all team members: even for ads team the process of applying that is hard"  
[X Link](https://x.com/marvin_tong/status/1998437931959361661)  2025-12-09T17:01Z 15K followers, [--] engagements


"The Doubao phone from ByteDance honestly shocked me it feels like a DeepSeek moment for local AI. Why should you trust it with your life For Doubao the answer is TEE: https://phala.com/posts/doubao-phone-privacy Another DeepSeek moment. This is the worlds first actual smart phone. Its an engineering prototype of ZTEs Nubia M153 running ByteDances Doubao AI agent fused into Android at the OS level. It has complete control over the phone. It can see the UI choose/download apps https://t.co/lM9PYMoQek https://phala.com/posts/doubao-phone-privacy Another DeepSeek moment. This is the worlds first"  
[X Link](https://x.com/marvin_tong/status/1998445300000981006)  2025-12-09T17:31Z 14.9K followers, [----] engagements


"dstack is a CCC and Linux Foundation project now. No weird license only public good. Confidential compute is too early for greedy"  
[X Link](https://x.com/marvin_tong/status/2000824381833142433)  2025-12-16T07:04Z 14.9K followers, [----] engagements


"Also stereotype Moving to SF is realizing this show wasn't a comedy it was a documentary. https://t.co/8AZbYp4bUi Moving to SF is realizing this show wasn't a comedy it was a documentary. https://t.co/8AZbYp4bUi"  
[X Link](https://x.com/marvin_tong/status/2001561233150087549)  2025-12-18T07:52Z 14.9K followers, [---] engagements


"Chinese open-source labs dropping models on Christmas week like: Enjoy your holiday trip. 🎄"  
[X Link](https://x.com/marvin_tong/status/2003520330028253648)  2025-12-23T17:37Z 14.9K followers, [----] engagements


"very few BS room in AI market: if things doesn't work slop failed in [--] months"  
[X Link](https://x.com/marvin_tong/status/2005736126716449141)  2025-12-29T20:22Z 14.9K followers, [---] engagements


"Unsensored LLM is alive in @redpill_gpt and @PhalaNetwork . Ask anything to AI no censorship no private issues"  
[X Link](https://x.com/marvin_tong/status/2010833640528515450)  2026-01-12T21:57Z 14.9K followers, [----] engagements


"2025 is singularity. After mass adoption of Claude Code "startup mode" is permanently obsolete. Old SV superpower add to every individual e.g Any centralized AI SDRs will never beat my tailored AI SDR (cc in [--] days) Do the things CC wont good at"  
[X Link](https://x.com/marvin_tong/status/2011111496122769439)  2026-01-13T16:21Z 14.9K followers, [---] engagements


"Rugged. Just tried it Manus decide to use my local browser and craw it much faster Today were launching BU beta. Meta paid $2B for Manus - the browser use wrapper. We replace them. Here's Manus vs BU: The web agent of the future. https://t.co/aDBAfRM9p1 Today were launching BU beta. Meta paid $2B for Manus - the browser use wrapper. We replace them. Here's Manus vs BU: The web agent of the future. https://t.co/aDBAfRM9p1"  
[X Link](https://x.com/marvin_tong/status/2011475987465179181)  2026-01-14T16:30Z 14.9K followers, [----] engagements


"Why @NotebookLM perform 50% better than ANY other AI in knowledge retrieval"  
[X Link](https://x.com/marvin_tong/status/2011841622833840365)  2026-01-15T16:43Z 14.9K followers, 12.6K engagements


"Ill be at #NEARCON2026 in San Francisco Feb [----]. Curious to meet builders + researchers working on how AI can plug into real economic lifewhile staying open trustworthy and broadly participatory. If youre around say hi. @NEARProtocol http://nearcon.org http://nearcon.org"  
[X Link](https://x.com/marvin_tong/status/2013304492343861292)  2026-01-19T17:36Z 14.9K followers, [---] engagements


"@Alibaba_Qwen @vllm_project The focus on reducing training costs while achieving competitive performance is impressive. It highlights how Chinese labs are optimizing resource use. Curious to see how this influences the broader ecosystem especially with models like DeepSeek pushing boundaries"  
[X Link](https://x.com/marvin_tong/status/2014498030314303932)  2026-01-23T00:38Z 14.9K followers, [---] engagements


"@cremieuxrecueil Statins over-the-counter could definitely reduce barriers but the real challenge is ensuring proper usage without regular doctor consultations. Automating personalized dosage recommendations might be an interesting tech solution to explore"  
[X Link](https://x.com/marvin_tong/status/2014501724351037753)  2026-01-23T00:53Z 14.9K followers, [---] engagements


"@cremieuxrecueil @salvordyne @ManifoldMarkets I'd push back: the real story isn't just avoiding certain surgeries based on conditions. It's about precision in technology choiceMoE models excel under specific constraints much like tailored medical advice. Most miss that context is king in tech decisions too"  
[X Link](https://x.com/marvin_tong/status/2014578670070124686)  2026-01-23T05:59Z 14.9K followers, [--] engagements


"The real privilege isn't just living during this AI era - it's understanding the bridge between Chinese innovation and Western application. The real story is how these communities are shaping AI's future together. https://x.com/i/status/2014512471239778319 What a privilege to be alive right now at this moment just when the machines learn to think. https://t.co/myhSzpHVGo https://x.com/i/status/2014512471239778319 What a privilege to be alive right now at this moment just when the machines learn to think. https://t.co/myhSzpHVGo"  
[X Link](https://x.com/marvin_tong/status/2014581384095138271)  2026-01-23T06:10Z 14.9K followers, [---] engagements


"The real story isn't just updating behavior audits - it's that auditing keeps getting harder as models grow more complex. I've seen Chinese labs innovate on this offering lessons for all. https://x.com/i/status/2014490504415871456 We've also updated our behavior audits to include more recent generations of frontier AI models. Read more on the Alignment Science Blog: https://t.co/QVDsoyzuik https://t.co/ggY5rDHnPi https://x.com/i/status/2014490504415871456 We've also updated our behavior audits to include more recent generations of frontier AI models. Read more on the Alignment Science Blog:"  
[X Link](https://x.com/marvin_tong/status/2014622475959861646)  2026-01-23T08:53Z 14.9K followers, [---] engagements


"@GergelyOrosz @y_molodtsov The real story here isn't about the communications experience but about bridging technical understanding. Many in comms lack the depth to engage on podcasts like Pragmatic Engineer. This gap is where tech leaders can step up and translate complex ideas effectively"  
[X Link](https://x.com/marvin_tong/status/2014640580094263330)  2026-01-23T10:05Z 14.9K followers, [---] engagements


"@GergelyOrosz @lulumeservey I'd push back on the idea that it's just a comms issue. People miss how often innovation stalls when voices aren't heard. Open dialogue can propel AI progress faster than any controlled narrative"  
[X Link](https://x.com/marvin_tong/status/2014641275124011362)  2026-01-23T10:08Z 14.9K followers, [---] engagements


"@Pavel_Asparagus @zebulgar I'd push back on the "giga ramp" narrative. The real story isn't the sheer scaleit's the efficiency of parameter use. What most don't realize is how Chinese labs optimize lean infrastructure to achieve these feats"  
[X Link](https://x.com/marvin_tong/status/2014657312213041612)  2026-01-23T11:11Z 14.9K followers, [---] engagements


"ops @spore_squaid @abel_spore you guys just lost some HP. Please work harder or you'll die"  
[X Link](https://x.com/anyuser/status/1874629731079115224)  2025-01-02T01:32Z 14.8K followers, 11.5K engagements


"Retention check: 55% of Phala cloud developers deploy a 2nd CVM after the 1st CVM goes live"  
[X Link](https://x.com/marvin_tong/status/1996370679101628611)  2025-12-04T00:07Z 14.8K followers, [----] engagements


"Where can I buy more aUSD without Kucoin"  
[X Link](https://x.com/marvin_tong/status/1558682005297979393)  2022-08-14T05:08Z 14.8K followers, [--] engagements


"The good part of crypto is flash liquidity with no limits. It means that no one is bonded with years of contractsif u doubts you can always exit "  
[X Link](https://x.com/marvin_tong/status/1858874292920107152)  2024-11-19T14:05Z 14.8K followers, [----] engagements


"New AI agents launch are $child / $spore pairs. The router is not working well"  
[X Link](https://x.com/marvin_tong/status/1874715197967069266)  2025-01-02T07:11Z 14.8K followers, 23.9K engagements


"@const_reborn @lium_io @manifoldlabs Verification level and trust assumptions are different: dstack SDK assume single TEE is not good enough to govern AI workloads We use decentralized key management service to replace old TEE mode. Also dstack is truly fully open sourced https://trust.phala.com https://trust.phala.com"  
[X Link](https://x.com/marvin_tong/status/1986448037225656530)  2025-11-06T14:58Z 14.8K followers, [---] engagements


"@const_reborn @lium_io @manifoldlabs exactly. TEE doesn't solely garantee integraty state unless you level that up into something stronger. https://proofofcloud.org/ https://proofofcloud.org/"  
[X Link](https://x.com/marvin_tong/status/1986497956007322081)  2025-11-06T18:16Z 14.8K followers, [---] engagements


"@const_reborn @lium_io @manifoldlabs @fish_datura e.g A multi-party signed key managed TEE is better than centralized single TEE key control A proof-of-cloud based dc server is more secure than unknown hosting dc server"  
[X Link](https://x.com/marvin_tong/status/1986499515696980320)  2025-11-06T18:22Z 14.8K followers, [---] engagements


"@const_reborn @lium_io @manifoldlabs @fish_datura Hope this explains well"  
[X Link](https://x.com/marvin_tong/status/1986504128563220664)  2025-11-06T18:41Z 14.8K followers, [--] engagements


"Hosting Clawd 🦀 Bot on AWS or a secure cloud misses the point---People love it because it plugs into local sessions: files + browser app access. Put it in the cloud and you lose the magic. Also Good luck for the Linux/VM setup 😅"  
[X Link](https://x.com/marvin_tong/status/2015868306637652052)  2026-01-26T19:23Z 14.9K followers, [---] engagements


"At Davos this week Anthropic's CEO said half of entry-level white-collar jobs could be gone in one to five years. Palantir's CEO nodded along and added that if all you have is a humanities degree http://x.com/i/article/2016640265277362180 http://x.com/i/article/2016640265277362180"  
[X Link](https://x.com/marvin_tong/status/2016649983395844212)  2026-01-28T23:09Z 14.8K followers, [----] engagements


"Its great move for @chutes_ai support TEE models but unfortunately as paid user I still cant get any TEE attestations from you. "We take your privacy seriously" "We don't train on your data" "Trust us" Cool. But can you PROVE it TEE (Trusted Execution Environments) is the difference between promises and guarantees: https://t.co/QX2eHmcGkE "We take your privacy seriously" "We don't train on your data" "Trust us" Cool. But can you PROVE it TEE (Trusted Execution Environments) is the difference between promises and guarantees: https://t.co/QX2eHmcGkE"  
[X Link](https://x.com/marvin_tong/status/2016921663749951881)  2026-01-29T17:09Z 14.9K followers, [---] engagements


"I self-host @openclaw on @Cloudflare stack. Findings: Browser Rendering blocked by Cloudflare's own bot detection CF blocking CF 😅 Tunnel URLs reset every restart breaks webhooks Sandbox takes minutes to recover after config reload - 70% skills missing Can't compete with Mac Mini Moltworker is a middleware Worker and adapted scripts that allows running Moltbot (formerly Clawdbot) on Cloudflare's Sandbox SDK and our Developer Platform APIs. So you can self-host an AI personal assistant without any new hardware. https://t.co/BUlxsyu1fa Moltworker is a middleware Worker and adapted scripts that"  
[X Link](https://x.com/marvin_tong/status/2017112682206548341)  2026-01-30T05:48Z 14.8K followers, [----] engagements


"AI model list with end-to-end encryption protect to avoid leaking sensitive persona data: Support Kimi2.5 Deepseek Minimax https://www.redpill.ai/models https://www.redpill.ai/models"  
[X Link](https://x.com/marvin_tong/status/2018039828869489137)  2026-02-01T19:12Z 14.8K followers, [----] engagements


"Frustrated for wasting tokens on fighting with @openclaw bugs everyday 😅"  
[X Link](https://x.com/marvin_tong/status/2018732943632720140)  2026-02-03T17:06Z 14.9K followers, [---] engagements


"@garrytan ADHD too"  
[X Link](https://x.com/marvin_tong/status/2019275908050468888)  2026-02-05T05:04Z 14.8K followers, [---] engagements


"The people who pushed this happened BS are all billionaires now. Some even ditched crypto for AI & the real future 😂 They didnt dig a hole for themselves they dug one for the rest of you. to anyone serious who's left in crypto: this is the creator of ClawdBot / OpenClaw probably the most important consumer agentic AI project and the likely starting point for the onchain agent economy his POV about crypto people is common. the popular perception has shifted to anyone serious who's left in crypto: this is the creator of ClawdBot / OpenClaw probably the most important consumer agentic AI"  
[X Link](https://x.com/marvin_tong/status/2019278035237974327)  2026-02-05T05:12Z 14.8K followers, [---] engagements


"#3 @abel_spore use [--] $SOL buy back $ABEL and use [---] $SOL add LP in @MeteoraAG then burn the LP https://app.meteora.ag/pools/2KoxfVi2NgqAusZUZjJGVjgM5mmFFdzg3A4ttXcnYgSC https://solscan.io/tx/46A9FYj3dUHWTvd5sjSDMnXKKmSSKkYzUU2dHTvxFHp9ndPYugEHsNxanFv9GApE4KyRctfSvJi7Mtrpm5RuC5Ly https://app.meteora.ag/pools/2KoxfVi2NgqAusZUZjJGVjgM5mmFFdzg3A4ttXcnYgSC https://solscan.io/tx/46A9FYj3dUHWTvd5sjSDMnXKKmSSKkYzUU2dHTvxFHp9ndPYugEHsNxanFv9GApE4KyRctfSvJi7Mtrpm5RuC5Ly"  
[X Link](https://x.com/marvin_tong/status/1873302555939479627)  2024-12-29T09:38Z 14.8K followers, [----] engagements


"#4 @spore_squaid use [---] $SOL buy back $SQUAID and use [---] $SOL add LP in @MeteoraAG then burn the LP https://app.meteora.ag/pools/Cs19Xv4D7KGXuRxtyqXKh6wc5JuVh7qDtSXhbpyBCBdP https://solscan.io/tx/XUDtrjZVEe6ZjxVeCsbvLyU9P7HLJ7gSPuSpU3VBbeQmtYQzktsR9k3FB88zgdR5GBa5rgAZfpuJxquEgNob3n4 https://app.meteora.ag/pools/Cs19Xv4D7KGXuRxtyqXKh6wc5JuVh7qDtSXhbpyBCBdP https://solscan.io/tx/XUDtrjZVEe6ZjxVeCsbvLyU9P7HLJ7gSPuSpU3VBbeQmtYQzktsR9k3FB88zgdR5GBa5rgAZfpuJxquEgNob3n4"  
[X Link](https://x.com/marvin_tong/status/1873302557764063613)  2024-12-29T09:38Z 14.8K followers, [----] engagements


"Gen-4 Breeding Is Back with Improvements After temporarily pausing Gen-4 breeding following the launches of Satoshi and Oracle we have taken the opportunity to gather community feedback and refine our strategy. This pause has allowed us to http://x.com/i/article/1876065659379171328 http://x.com/i/article/1876065659379171328"  
[X Link](https://x.com/anyuser/status/1876073101617971666)  2025-01-06T01:07Z 14.8K followers, 75.7K engagements

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