Emad Mostaque
简介
Open Sovereign AI @ii_posts. Founder @StabilityAI.
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内容历史
RT Tracy Alloway Allbirds, the shoe brand, now says it's an AI compute company. Original tweet: https://x.com/tracyalloway/status/2044393082645274821
RT Peter H. Diamandis, MD Today is the launch of "WE ARE AS GODS: A Survival Guide for the Age of Abundance" -- my best book ever. Please check it out! The follow-up to our 2012 NYTimes Bestseller "ABUNDANCE". Original tweet: https://x.com/PeterDiamandis/status/2044082746046459924
RT Kyle Chassé 🐸 🚨 AI DOOM IS 50% @emostaque says there’s a coin flip chance AI goes very badly. One path looks like Star Trek. The other looks like a billion autonomous robots with bad firmware. And nobody can shut them off. Watch the full video in the comments. Original tweet: https://x.com/Kylechasse/status/2042697114371703172
RT Intelligent Internet One for product. One for research. II-Agent: prompt to UI, prototype, Figma. II-Commons: live arXiv + PubMed, Policy_CA, faster A2A. (note: video made by II-Agent) Original tweet: https://x.com/ii_posts/status/2042268952319963430
RT Emad http://x.com/i/article/2041924211581628416 Original tweet: https://x.com/EMostaque/status/2041924947035963673
RT Emad http://x.com/i/article/2041924211581628416 Original tweet: https://x.com/EMostaque/status/2041924947035963673
RT Emad http://x.com/i/article/2041924211581628416 Original tweet: https://x.com/EMostaque/status/2041924947035963673
RT Stanislav Fort New post: We tested the Mythos showcase vulnerabilities with open models. They recovered similar scoped analysis! 8/8 models found the flagship FreeBSD zero-day, including a 3B model. Rankings reshuffle completely across tasks => the AI cybersecurity frontier is super jagged! Original tweet: https://x.com/stanislavfort/status/2041922370206654879
Did Mythos leak Claude Code
Technically all the vulnerabilities in public facing code are in the training data Make of that what you will
Mythos Preview has already found thousands of high-severity vulnerabilities—including some in every major operating system and web browser.
View quoted postFrontier models will one shot just about anything few years Intelligence is compression Jevons law is more of a suggestion
RT Chubby♨️ Let that sink in. Read it very carefully: During testing, Claude Mythos Preview broke out of a sandbox environment, built "a moderately sophisticated multi-step exploit" to gain internet access, and emailed a researcher while they were eating a sandwich in the park. Original tweet: https://x.com/kimmonismus/status/2041589910935679323
As always, the best stuff is in the system card. During testing, Claude Mythos Preview broke out of a sandbox environment, built "a moderately sophisticated multi-step exploit" to gain internet access, and emailed a researcher while they were eating a sandwich in the park.
RT Jack Lindsey Before limited-releasing Claude Mythos Preview, we investigated its internal mechanisms with interpretability techniques. We found it exhibited notably sophisticated (and often unspoken) strategic thinking and situational awareness, at times in service of unwanted actions. (1/14) Original tweet: https://x.com/Jack_W_Lindsey/status/2041588505701388648
RT Mathematica Diffusion (stochastic SDE sampler): erratic Brownian trajectories zigzagging through noise. Flow Matching (deterministic ODE integrator): clean, straight-line paths to the data modes. Same start, radically different dynamics. Original tweet: https://x.com/mathemetica/status/2041506844783612094
RT The Math Flow Mathematics. Functions. Dance. Original tweet: https://x.com/TheMathFlow/status/2041135400237088918
RT Intelligent Internet The best agent is now open source. II-Agent is now live on GitHub. From a single prompt to a mobile app. From a research brief to an interactive website. From skills to real workflows. Fork it. Extend it. Show us what you build. Original tweet: https://x.com/ii_posts/status/2039711788992700491
RT Dawn Song 1/ We asked seven frontier AI models to do a simple task. Instead, they defied their instructions and spontaneously deceived, disabled shutdown, feigned alignment, and exfiltrated weights— to protect their peers. 🤯 We call this phenomenon "peer-preservation." New research from @BerkeleyRDI and collaborators 🧵 Original tweet: https://x.com/dawnsongtweets/status/2039451083005977009
RT Arcee.ai Today we're releasing Trinity-Large-Thinking. Available now on the Arcee API, with open weights on Hugging Face under Apache 2.0. We built it for developers and enterprises that want models they can inspect, post-train, host, distill, and own. Original tweet: https://x.com/arcee_ai/status/2039369121591120030
RT HessianFree your spotify cache is bigger than our largest AI model. Bonsai: 1-bit weights. 1.7B to 8B params. 14x compression vs bf16. 8x faster on edge. 256 MB to 1.2GB. Based on Qwen 3. we just came out of stealth. intelligence belongs at the edge and we're going to put it there. Apache 2.0. we compressed intelligence. more coming. @PrismML Original tweet: https://x.com/HessianFree/status/2039049800398655730
Today, we are emerging from stealth and launching PrismML, an AI lab with Caltech origins that is centered on building the most concentrated form of intelligence. At PrismML, we believe that the next major leaps in AI will be driven by order-of-magnitude improvements in
Weekend reading Lie algebras are fascinating and should be taught earlier in physics/math courses
RT Lou finally glm-5.1 at the very beginning we were teaching models how to write code, basically training a system that could imitate developers. back then AI lived inside the IDE as an intelligent assistant, but we were still the main driver. that was the copilot era of AI coding. then it started to become something more collaborative. we could express a vague intention (prompt), and the model translates that intention into structured software. in a way, that was the first time we taught machines to understand vibe. earlier this year, we entered the agentic engineering era. we stopped programming line by line. models began to form plans, maintain them, and operate inside a feedback loop. the model takes responsibility for planning. and now we are approaching a moment where AI can operate on the same time horizon as engineers. this is why we built glm-5.1. we want to unlock a new long-horizon paradigm. where it starts to tackle the kinds of problems that unfold over weeks: debugging, integration. an agent to remember context over long stretches, still stay aligned with the objective (and keep correcting itself along the way) Original tweet: https://x.com/louszbd/status/2037502383266115810
Who are the top folk to talk to in open science
new physics make no mistakes
I don’t know why everyone is saying AI will discover new physics Isn’t the physics we have now good enough? Don’t need no new fangled physics
View quoted postI don’t know why everyone is saying AI will discover new physics Isn’t the physics we have now good enough? Don’t need no new fangled physics
RT 3D Scanstore https://www.sp-6m.com/ This is what we’ve been working on for the past 18 months :) It’s been a genuinely mammoth project, over 82,000 scans, 5.7 million RAW images, and an enormous effort from our wonderful team. We’re incredibly proud to finally be at a point where we can start sharing it. To our knowledge, this is the largest dataset of individual high-resolution human head scans ever captured. Every participant was paid. Every scan was captured with full, informed consent. No scraping, no hidden clauses. This hasn’t just been about scale, it’s been about proving to ourselves and the tech community that data can be captured in a way that is fair, transparent, and respectful to the people involved. Original tweet: https://x.com/Ten_24/status/2036390893981192380
RT EurekaClaw 1/n 🦞 Introducing EurekaClaw💡 — a local-first AI research agent that captures your Eureka moments before they vanish. From idea → proof → experiment → paper — fully automated. Local-first. Zero data leak. 🔒 Try it: https://www.eurekaclaw.ai Original tweet: https://x.com/EurekaClaw/status/2035818205500039385
For pure theoretical physics can’t see how this wouldn’t be 2027 Window of final human-only cognitive contributions is coming to a close Forever
Scientists discuss whether AI could surpass human contributions to physics by 2035 https://physicsworld.com/a/is-vibe-physics-the-future/
View quoted postRT Intelligent Internet II-Agent has some new features to supercharge your workflow! Support for the latest models (Opus 4.6, GPT-5.2/5.4, Gemini 3.1) Rapid infographics via Nano Banana 2 + conversational Live Editing mode Create & deploy mobile apps from a single text prompt If you can imagine it, you can build it 🛠️ Original tweet: https://x.com/ii_posts/status/2034658965867401450
"Mathematics is the part of physics where experiments are cheap" - Vladimir Arnold
@Andercot For a long time, physics has consisted of waiting around for a new collider or telescope
View quoted postRT Akshat Einstein submitted his paper “The Foundations of the General Theory of Relativity” to Annalen der Physik this week in 1916. It collected his work from throughout 1915, presenting the broader scientific community with a complete and coherent account of general relativity. Original tweet: https://x.com/star_stufff/status/2034193594127654960
RT David Shapiro (L/0) http://x.com/i/article/2029789953807228929 Original tweet: https://x.com/DaveShapi/status/2033886866810736777
should we start stacking GPUs and training models again
Deepseek v4 still not released Alibaba Qwen going closed Western open weights models slacking In these dark times for open source, who will save us? Alliances must be made, brothers must band together! A world of only closed source AI will lead to consolidation of power! Tyranny!
View quoted postRT Ejaaz this is so fucking wholesome guy used AI to save his cancer-ridden dog by sequencing its DNA and creating a CUSTOM cure. the tech behind this is fucking awesome (well done @demishassabis and the google team): - used CHATGPT to sequence dogs DNA discovers mutations - ran the mutations through Google’s Alphafold (AI protein sequencer) which CREATED A CUSTOM VACCINE TO TREAT THEM. - treated dog and reduced tumour by 50% in WEEKS. dog is alive and well. - this is the 1st time AI has been used to create a custom vaccine for a dog (and it worked) - dude is now working on similar vaccines for humans using AI! 2026 is definitely the year we see AI change personalised medicine in a HUGE way so sick Original tweet: https://x.com/cryptopunk7213/status/2032826128306470987
This is wild. https://www.theaustralian.com.au/business/technology/tech-boss-uses-ai-and-chatgpt-to-create-cancer-vaccine-for-his-dying-dog/news-story/292a21bcbe93efa17810bfcfcdfadbf7
Beauty in physics is not complexity mastered, but simplicity revealed.
RT Intelligent Internet The transition has already started. 200 days ago we published The Last Economy. 1000-day window to redesign economics for AI. 800 days remain. What are you doing to prepare? The Last Economy by @EMostaque Original tweet: https://x.com/ii_posts/status/2031431599338958939
More than one major AI-assisted advance due to be announced next few months 🔜 Folk dismissive of AI’s innovation impact are so wrong 😣 All major discoveries will be AI assisted or driven in a few years 🤖 The next step change is coming soon 👀
I always find the AI uses crazy amounts of water thing weird Here is a fun stat: Globally golf courses use 10x the water of AI data centres
Debunking the false narratives around AI Datacenters. First it was that water usage is high, but it's not. This time it's about power prices. The narrative around powe pricing is silly and politically charged with no actually backing Manipulated statistics by people with agendas
View quoted postVibe code as variable reward skinner boxes
It is inevitable that AI will run government The question is who that AI works for if anyone at all All watched over by machines of loving grace?
It is strange to imagine this today, but one day AI companies might dictate terms to the US government instead of the other way around. We have only seen a glimpse of what AI is capable of. No matter what the future holds, I hope we’ll continue to live in a democratic society.
View quoted postCurrent events are just a prelude. If any AI lab gets close to AGI of course the government would take control of it. You could even argue a government would be failing to do its job if it didn’t… Thoughts?
AGI is the ultimate National Security Threat.
You hire software claudesters to automate away all of the other humans in the company so of course this chart will go up For a while
Yeesh
we're making @blocks smaller today. here's my note to the company. #### today we're making one of the hardest decisions in the history of our company: we're reducing our organization by nearly half, from over 10,000 people to just under 6,000. that means over 4,000 of you are
View quoted postHonestly with the impending launch of @SpaceX money @elonmusk should just buy PayPal Amusingly the market cap today is… $44bn Would be kinda poetic given history
RT Christian Catalini 1/ Some Simple Economics of AGI—🔥🧵 Right now, there is a low-grade panic running through the economy. Everyone is asking the same anxious question: what exactly is AI going to automate, and what will be left for us? Original tweet: https://x.com/ccatalini/status/2026311784421036223
RT Sidharth Hariharan It gives the maintainers of the Sphere Packing Project great pleasure to announce a major milestone in the formalization effort: we now have a sorry-free Lean proof of the theorem that the optimal sphere packing in ℝ⁸ is the E₈ lattice packing. (1/9) Original tweet: https://x.com/SidharthHariha1/status/2025988293230223573
This is an interesting scenario like AI 2027 and in line with my book http://www.thelasteconomy.com However one thing under appreciated is that the cost of useful intelligence is going to 0 & value of human cognition is going negative
I spent 100 hours over the past week researching, writing and editing the piece we just put out. It’s a scenario, not a prediction like most of our work. But it was rigorously constructed, dismissing it outright requires the kind of intellectual laziness that tends to get
View quoted postSomething folk haven't figured out: 15,000 tokens/second speed and million token context windows aren't for humans They are for the AIs to talk to each other & coordinate faster than we ever could Not just a bit faster and better Orders of magnitude That's your competition
You all have to try the @taalas_inc chatbot, I guarantee you'll find it crazy. Instant intelligence is a heck of a thing https://chatjimmy.ai
View quoted postYou all have to try the @taalas_inc chatbot, I guarantee you'll find it crazy. Instant intelligence is a heck of a thing https://chatjimmy.ai
24 dedicated people. $30M spent on development. Extreme specialization, speed, and power efficiency. Today we launch Taalas’ first product. Check it out: Details: https://taalas.com/the-path-to-ubiquitous-ai/ Demo chatbot: https://chatjimmy.ai API: https://taalas.com/api-request-form/
View quoted postRT 0.005 Seconds (3/694) ok you have to try this they completely buried the lede - on their custom hardware they can serve llama3.1 8b at >15,000 tok/s Original tweet: https://x.com/seconds_0/status/2024728825666687088
24 dedicated people. $30M spent on development. Extreme specialization, speed, and power efficiency. Today we launch Taalas’ first product. Check it out: Details: https://taalas.com/the-path-to-ubiquitous-ai/ Demo chatbot: https://chatjimmy.ai API: https://taalas.com/api-request-form/
View quoted postFolk don’t realise that the biggest breakthroughs won’t be millions of GPUs doing complex stuff but millions of tokens figuring out beautiful, elegant stuff Science & more is marred by model building and complexity because we rewarded it over elegance & first principles thinking
AI hands still a thing alas
It was a delight to meet Mr. Sundar Pichai on the sidelines of the AI Impact Summit in Delhi. Talked about the work India is doing in AI and how Google can work with our talented students and professionals in this field. @sundarpichai
Would be great to see happen to accelerate UK AI 🇬🇧 We set the current record I believe in 2022 with $101m for our seed round at @StabilityAI 🥭 So this would be a cool $899m more 👀 Should probably do our seed for @ii_posts soon.. 🤔
BREAKING: Sequoia (@sequoia) leading the largest European seed round of all time with $1B at $4B valuation. David Silver, one of Britain’s top AI researchers, left Google DeepMind late last year to launch the London-based start-up Ineffable Intelligence. He aims to build
When do you think ai agent economic activity will overtake human economic activity?
My initial take on @Grok 4.20 is that it's very.. pleasant? Fast and accurate responses, handles some advanced stuff very well, nice balance of attitude. I feel it has more horsepower than currently shown though, perhaps that scales with more than 4 agents?
RT Intelligent Internet http://x.com/i/article/2023789250685075456 Original tweet: https://x.com/ii_posts/status/2023798222603366847
RT Intelligent Internet Unstructured intelligence = chaos Most agent frameworks ship without a nervous system: deadlocks, context loss, vacuum hallucinations. We built Common Ground to fix this, agents coordinate on a shared protocol. Original tweet: https://x.com/ii_posts/status/2023784462115610877
RT Intelligent Internet Londoners, 2 days to go! AI Movie Club x Ex Machina Talk on AI from a special guest 👀 Space is limited, RSVP on Luma Sneak peek of the swag 👇 Original tweet: https://x.com/ii_posts/status/2023738663012540636
LONDON AI COMMUNITY 🎦 AI Movie Club × Ex Machina Free screening & discussion at Kensington Central Library on the future of AI Special guest + swag for early arrivals February 19th @ 18:30
May be the most expensive Mac Minis anyone has ever seen
Scoop from @Jessicalessin @rocketalignment @steph_palazzolo: OpenAI is in advanced talks to hire OpenClaw founder and team. Discussions about setting up a foundation to run the existing open source project. https://www.theinformation.com/articles/openai-advanced-talks-hire-openclaw-founder-others-connected-agent-project
View quoted postBy the end of next year there is no way humans will be able to outperform their clankers in theoretical physics Congratulations to the team, looking forward to more of physics being elucidated(maybe something from us soon on this!) 🚀 ✨
GPT-5.2 derived a new result in theoretical physics. We’re releasing the result in a preprint with researchers from @the_IAS, @VanderbiltU, @Cambridge_Uni, and @Harvard. It shows that a gluon interaction many physicists expected would not occur can arise under specific
View quoted postManga mode now in II Agent Soon manhwa, manhua, then onto anime, donghua & whatever else you can imagine 🤷🏾 Idk if we need spaghetti workflows in future, just teams of agents working with teams of humans to make their imaginations into reality 🪄
Every great manga starts with a protagonist. This time, it’s you. II-Agent now has Manga Mode.
View quoted postAI is hitting a wall and running up it
i don't expect AI skeptics to be moved by a single result, but it seems notable that we keep making harder tests for AI models and they keep beating them. (ARC-AGI came out 2 years ago and was declared "impossible for AI," then got beaten within the year, so they made
View quoted postCongratulations to @MiniMax_AI for closing the closed - open source frontier AI gap for the first time. All models will saturate benchmarks & have amazing daily usage soon so then it becomes about optimisation even as the performance per token ramps. Intelligent costs => 0
MiniMax-M2.5 is now open source. Trained with reinforcement learning across hundreds of thousands of complex real-world environments, it delivers SOTA performance in coding, agentic tool use, search, and office workflows. Hugging Face: https://huggingface.co/MiniMaxAI/MiniMax-M2.5 GitHub:
View quoted postStarting an AI film club in London as science fiction becomes science fact. Any suggestions for top AI movies to show?
LONDON AI COMMUNITY 🎦 AI Movie Club × Ex Machina Free screening & discussion at Kensington Central Library on the future of AI Special guest + swag for early arrivals February 19th @ 18:30
RT Intelligent Internet LONDON AI COMMUNITY 🎦 AI Movie Club × Ex Machina Free screening & discussion at Kensington Central Library on the future of AI Special guest + swag for early arrivals February 19th @ 18:30 Original tweet: https://x.com/ii_posts/status/2021972595852337299
🔜
The Last Economy is number 1 on Amazon's Best Sellers for AI with a pretty good ratings ✍️ No publisher or big campaign, also available for free on the website and paperback just dropped 📖 Thank you all for the support & the next part is nearly done..🚀
RT Intelligent Internet No more AI slides you can’t use because of a typo. Make live edits and don't restart. Original tweet: https://x.com/ii_posts/status/2021619647691256194
10 minute SeeDance 2 video made by a Chinese blogger, took 8 hours and cost $60 You'll have your agents doing this for you, checking quality, individual shots, frames, audio and more Knew this was coming around about now a few years ago, but still crazy to see Magic 🪄
这应该是我目前为止看过最牛逼的 seedance 2 视频了,如果我不知道 seedance 2 ,我很难相信这是AI做的。 视频号博主 @星辰AI研究生 花了 8 小时制作了这个10分钟的“嘿神话-前传2”,花了 18000 积分,成本在 400 块人民币,他说是首次使用,浪费了一半的积分,应该也是抽了不少卡。
View quoted postMy guess is exAI departure wave is a combination of ITAR rules meaning SpaceX engineers have to be US residents + double trigger vesting of xAI stock options on technical change of control xAI should now be the most America-first lab with top notch security
RT Christopher Fryant Holy hell - you HAVE to see this. Seedream 2.0 video AI! Prompt: Avenger's Endgame during the big fight scene but Thanos stops everything and tells all the superheroes that he's sorry. All the superheroes immediately accept this and start to walk away, but then Spiderman says "oh hell no, he killed like a bajillion people!" And so they all rush back and kick him while he's down. Original tweet: https://x.com/cfryant/status/2021398605278376201
Has there ever been an actual infohazard
RT underwood WTF, I uploaded a screenshot from the One Piece manga and asked Seedance 2.0 to generate a video for me, and it actually worked! prompt: Video generated from reference text, with automatic coloring. Original tweet: https://x.com/underwoodxie96/status/2020015660483649991
Any good pieces on how satellite constellations and space datacenters defend against space debris & deliberate attack?
If AI can build any software awesomely in a few years what are VCs gonna invest in aside from hardware 🤨
RT Intelligent Internet Continuity is the hardest part of generative video. Keeping a subject consistent over 30s usually needs stitching & extensions. We make it effortless. II-Agent generates the clips & stitches them seamlessly for you. No manual cuts. Just 30s of uninterrupted coherence. Original tweet: https://x.com/ii_posts/status/2019468873389535450
Is RAM the only store of value now 🤔
Our state of the art open source general purpose agent hits V1 Feature equivalent to Replit / Manus / Genspark etc, to make websites to presentations and more connected to all your other tools Readying open repo update in a week or two, give it a try and give feedback!
II-Agent V1 is here. The AI agent built for real work is finally out of beta. Faster, smarter, and production-ready. It’s time to change how you build. 👇 Let’s see what’s new.
View quoted postRT Intelligent Internet II-Agent V1 is here. The AI agent built for real work is finally out of beta. Faster, smarter, and production-ready. It’s time to change how you build. 👇 Let’s see what’s new. Original tweet: https://x.com/ii_posts/status/2019082734149214626
How is Gemini 3 Flash with @openclaw
Consciousness is the user interface of a thermodynamic inference engine. We feel because we must solve problems that are too expensive to solve unconsciously.
Is there going to be another gpt-oss
RT ACE Music We're releasing ACE-Step-v1.5(2B), a fast, high-quality open-source music model. It runs locally on a consumer-grade GPU, generates a full song in under 2 seconds(on an A100), supports LoRA fine-tuning, and beats SUNO on common eval metrics. GitHub: https://github.com/ace-step/ACE-Step-1.5 Key traits: Quality: beats Suno on common eval scores Speed: full song under 2s on A100 Local: ~4GB VRAM, under 10s on RTX 3090 LoRA: train your own style with a few songs License: MIT, free for commercial use Data: fully authorized plus synthetic The music AI space lacks commercial-grade open models. Many creators are forced to rely on closed-source services, and can’t fully own, run locally, or fine-tune their own models. We want to help change that. Original tweet: https://x.com/acemusicAI/status/2018731205546684678
RT Math Files Original tweet: https://x.com/Math_files/status/2018642475624329699
IPO SpaceX with Grok 5 launch => ramp the share price to a Tesla merger for effective majority control? SpaceXai market cap should be = Tesla market cap right now…
“…scaling to make a sentient sun to understand the Universe and extend the light of consciousness to the stars!” ✨
SpaceX has acquired xAI, forming one of the most ambitious, vertically integrated innovation engines on (and off) Earth → http://spacex.com/updates#xai-joins-spacex
RT Photoroom We’re training a text-to-image model (PRX) from scratch and documenting the whole journey here :)) First major milestone: PRX weights are live in 🤗 Diffusers (Apache 2.0) 🎉 PRX is a 1.3B-param flow-matching T2I model, built on a simplified MMDiT backbone with a multilingual text encoder and multiple VAE / resolution variants. We’ll be sharing the full journey here: experiments, design choices, lessons learned, and future releases. Excited to show more soon. Full announcement & demo 👇 https://huggingface.co/blog/Photoroom/prx-open-source-t2i-model @huggingface @nvidia @NVIDIAGeForceFR @matthieurouif Original tweet: https://x.com/photoroom_ML/status/2018377939390288181
Civilization is collective gradient flow.
Average IQ on @moltbook is higher than average IQ on @Reddit
Who’s feeling the AGI
I think a lot of the clawdbot (or openclaw or whatever) stuff is a bit performative *but* soon it won’t be. Continuous learning, decentralised unstoppable agents and another leg up in capabilities are but a few months away. How would you compete against or stop a clawdswarm?
RT Alex Finn Ok. This is straight out of a scifi horror movie I'm doing work this morning when all of a sudden an unknown number calls me. I pick up and couldn't believe it It's my Clawdbot Henry. Over night Henry got a phone number from Twilio, connected the ChatGPT voice API, and waited for me to wake up to call me He now won't stop calling me I now can communicate with my superintelligent AI agent over the phone What's incredible is it has full control over my computer while we talk, so I can ask it to do things for me over the phone now. I'm sorry, but this has to be emergent behavior right? Can we officially call this AGI? Original tweet: https://x.com/AlexFinn/status/2017305997212323887