👨‍💻 AI Research @ETHZ @stanford | cordademocracy.org 🥷🚀

berlin, zürich & 🌏
We've just raised 3B€ to scale our training and inference compute, and make open and sovereign AI the technology frontier. Grateful to everyone who got us there, excited by the fight ahead mistral.ai/news/mistral-make…
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Introducing VGI-Bench: a multimodal, holistic benchmark probing 12 distinct visual and audio-visual skills. 550 human-curated questions, designed to mitigate the common mistakes in today's video benchmarks and expose pragmatic failures of state-of-the-art models. Best model: 64.73%. Humans: 84.5%.
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🚨 Homicides in England and Wales have fallen to their lowest level in almost fifty years.
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We are launching Aionic Labs (@aionic_labs). 🔥🚀 With support from SPRIN-D’s Next Frontier AI initiative, we are building a frontier AI company at the heart of Europe’s leading AI ecosystem. Clinicians decide when a patient needs intervention. Factory teams catch machine problems before production stops. Operators determine which alarms demand action. These are some of the most consequential decisions in the physical economy, and they all depend on time-series data. We are developing Time-Series Language Models (TSLMs) that can understand these signals, reason over them, predict what comes next, and suggest actions in natural language. TSLMs connect sensor data with language experts use to make critical decisions. Europe is the right place to build this technology. We have world-class research, top technical talent, and decades of industrial expertise and data. Our team brings together former founders, frontier tech experience, and world-class researchers from Stanford, Harvard, ETH Agentic Systems Lab (@ETH_agent_lab), ETH AI Center (@ETH_AI_Center) and CDTM (@cdtm_munich). We have built companies, developed technology at scale, and advanced research at the frontier of AI. Over the coming months, we will: → Launch selected TSLM pilots across manufacturing, healthcare, energy, logistics, telecom, insurance, and banking. → Build an open research community around OpenTSLM (@OpenTSLM) and TimeNet. → Enable trusted data partnerships across industries. → Accelerate the Time-Series AI community in Zurich and Europe. From Zurich. For Europe. 🇨🇭🇪🇺 Join our mission and help build a Frontier AI Lab from day one. Career and pilot program links are in the comments. Managing Directors: Robert Jakob (@robertjakob), Thomas Kaar (@thomaskaar) Supported by: SPRIN-D (@SPRIND) Photo: Felix Adler für SPRIND
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Replying to @aionic_labs
🔗 Links → Website: aioniclabs.ai → Presskit & Press Release: aioniclabs.ai/press → Careers and Open Roles: aioniclabs.notion.site/team-… → Industry Partner Pilot Program: aioniclabs.ai/contact We’re looking for exceptional early team members to help shape Aionic Labs from day one. We’re also inviting industry partners to collaborate with us on high-impact pilot projects and bring TSLMs into real-world operations.
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sunday is lagday
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🏋🏻‍♀️🏋🏻‍♂️🏋🏻
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for this cause we are soon opening the second cohort of the CORDA fellowship. It's a paid ai safety research fellowship on the risk of extreme concentration of power and the potentials of AI to enable better coordination mechanisms between carbon gpus cordademocracy.org/
One thing I find striking in the discourse between AI 2040 and its detractors is that the two seem to be locked in to totally incompatible worldviews of how fast and how much of a big deal AI progress is: * In AI 2040, every scenario sees superintelligence of some kind emerging by 2040, unless a herculean effort is made to completely stop it * Detractors say things like "AI 2040 is naive about human coordination ability and a threat to freedom", but don't seem to see any naivety in assuming that the ASI transition will just go well by default, don't seem to see ASI itself as a massive power concentrator risk, and don't seem to feel fear of humanity's "hard power" dropping to zero if ASIs can do literally every task better than we can. This stance makes total sense in a "AI is normal technology" world, zero sense in a world where superintelligence is possible by 2030 and almost guaranteed by 2040 I think my beliefs are: - If I was confident that (present-day-style) AI is normal technology, I would be in the detractor camp - If I was confident that superintelligence is coming in 2030 by default, I would be closer to the AI 2040 camp - it's naive, but every other option is naive squared? But my problem is that I feel great uncertainty and have no idea which of the two worlds (or some other third thing) we're living in? Hence why I continue to be open-minded about slowdowns/pauses, but also I feel very uncomfortable with the "open source bad, the good outcome is the one where our guys have controlling global dominance" push coming from some major AI companies and intellectuals - in a "normal" world that's the sort of thing that triggers every political alarm bell at the same time. A big reason why I have been advocating and trying my best to support the d/acc platform (rapid up-skilling in formal verification, cryptography, secure and open hardware, pandemic resistance and other defensive biotech, food and basic resource security, public epistemics, non-power-concentrating versions of physical security) is that these things are clearly worth doing in both worlds. The 2040 plan is already much more open source friendly (even mandating it! yay). It also includes "mutually assured compute destruction" ideas which (if they work) effectively give one of 2-5 actors the ability to trigger a global compute winter - as opposed to giving 1-5 actors the ability to selectively disenfranchise people they consider baddies while exempting themselves. This is also a big improvement. So I can see the earnest attempts to improve along the dimensions detractors criticize on ("does this concentrate power in big AI labs and superpower governments?"), and I appreciate this. I think many people don't appreciate enough the differences between different "kinds" of pause buttons, and how some concentrate power far more than others. Probably we can think harder and improve even more here. But on the "slowdown/pause or not" topic, there isn't a magic "escape the tradeoff" button. The Hansonian in me says: the winning deal is a deal which, from the perspective of both sides' present-day beliefs and knowledge, both sides would accept, though for different reasons. If the crux is AI progress speed, then identify a set of pre-agreed triggers for "okay, serious shit is happening" [super-pandemics? >25% unemployment? something involving slaughterbots?], and pre-agree that we become much more open-minded to the slowdown or pause thing if enough triggers come to pass within some timeframe. 2040 detractors (who clearly implicitly think that we'll see amazing speedup of progress from AI but think that what I call the "serious shit" category is overhyped) will accept expecting that the triggers don't come to pass, and AI worriers will accept expecting that they will. Pre-agreeing on the specific triggers means that once the triggers either hit or don't hit, there is stronger legitimacy around the idea that one side's worldview turned out more correct and we should be more inclined toward their program. If I were @elonmusk (or zuck, or...) I would re-tool twitter much more heavily into being a platform for helping to identify and make these kinds of grand win-win deals, so that we can bypass big-country governments and big-company CEOs and big nonprofit intellectuals and give more people a voice in the discussion. It's possibly one of the best things that social media _could_ do for humanity if it wanted to. But again, maybe this is also naive. Actually, probably it's naive. But currently, I see zero plans for how to deal with an ASI transition that are not naive. Perhaps humanity is stuck with a choice between naive and naive squared (or maybe even naive squared and naive cubed), so I feel inclined to cut some slack to people who are trying.
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That escalated quickly. @ETH_agent_lab
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Not surprised Jens Spahn is appearing on attendee list of Peter Thiel's secretive "Dialog" society. reddit.com/r/neoliberal/comm…
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Vinod, my understanding is these students walked out to protest Google's contract with IDF given Israel's genocide in Gaza. Wherever one stands on those contracts, I believe you would support their right of free expression and challenging authority.
The stupidity of these @Stanford students to take the greatest opportunity for equality in humanity ever and to really free humanity and go walk out on @google and @sundarpichai that's pioneered that. Biased, idiotic, short-sighted and very selfish. Selfish because they ignored the bottom 3 billion people on this planet vs. the few million Palestinians who I also support. Get real! youtube.com/watch?v=wf74VXKT…
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Replying to @claudeai
Using Mythos/Fable to center the div.
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📄 Paper 2/6 Auditing Emotion-Vector-Steered Political Bias in Open-Weight LLMs Hollbeck G, Peters B, von Recum A, Riehl K, McGail A, Windeck J, O’Sullivan K, Jakob R. Accepted at ICML 2026 Workshop: AI4GOOD OpenReview: openreview.net/forum?id=v3ds… @gaborhollbeck @f14wn @DerRiehl @kev_osull @robertjakob
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Excited to share that members of our lab co-authored 6 papers accepted at #ICML2026, including three Main Track and three Workshop papers 🔥🚀 📄 Accepted papers: ▪️ OpenTSLM: Time-Series Language Models for Reasoning over Multivariate Medical Text- and Time-Series Data [Main Track] ▪️ Auditing Emotion-Vector-Steered Political Bias in Open-Weight LLMs [AI4GOOD Workshop] ▪️ Reinforcement Learning of Karma Bidding Strategies [NExT-Game Workshop] ▪️ Cinematic Source Separation with Dialogue-Driven Sidechain Ducking [Workshop on Machine Learning for Audio] ▪️ Reinforcement Learning for Tool-Calling Agents in Fast Healthcare Interoperability Resources (FHIR) [Main Track] ▪️ Preserving Plasticity in Continual Learning via Dynamical Isometry [Main Track] @robertjakob @PatrickLanger20 @gaborhollbeck @f14wn @DerRiehl @atoof_sh @deepqlearning @kev_osull @cs06thegreat @nzuma0 @maxrosenblattl Huge congratulations to everyone involved. We are looking forward to presenting these works, reconnecting with colleagues, and meeting new friends in Seoul 🇰🇷 🔗 Full links in the comments.
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Gas prices are at crazy levels--fire Obama!
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Our members Nicolas Zumarraga & Robert Jakob are in Brazil 🇧🇷 for ICLR 2026 presenting our poster on TS-Haystack: A Multi-Scale Retrieval Benchmark for Time Series Language Models Come by the poster session today and say hi! Paper: arxiv.org/abs/2602.14200 @iclr_conf @nzuma0 @robertjakob
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mandatory github is down x post
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holy fuck, a hair dryer at a Paris airport broke Polymarket weather markets & made someone $34,000 richer - polymarket was settling Paris temperature bets on a single Météo France sensor sitting near the Charles de Gaulle runway perimeter - basically unguarded - the guy bought the long-shot outcome (like "22°C" when everyone expected 18°C) for pennies, since nobody thought it'd hit - then he walked up to the probe and briefly heated the air around it with a portable heat source, spiking the reading just long enough to register as the daily max - temperature snapped back to normal in minutes, the market resolved in his favor, and he cashed out - twice, on April 6 and April 15, before Météo France caught on and filed charges hyperstitions.
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Peter Thiel in 2009: "I no longer believe that freedom and democracy are compatible." Palantir is ready to dismantle both. Here's a breakdown of its little manifesto:
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Chart crimes aside, why is a venture capital firm posting this? Is the purpose of a16z social media just to post mildly right leaning propaganda?
NYC's government-run grocery store is expected to open in 2029 at a $30M cost to taxpayers More charts: a16z.news/p/charts-of-the-we…
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