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📣Two new blog posts - a comprehensive review of Graph and Geometric ML in 2023 with predictions for 2024. Together with Michael Bronstein, we asked 30 academic and industrial experts about the most important things happened in their areas and open challenges to be solved. 🧵 1/n

blockchain be like

♨️ Announcing: GPU-EVM by @gatling_x ♨️ The most performant parallel-EVM in the world by 100x. Massive unlock: foundational infra for training AI/RL models that interact with the EVM, accelerated L2s, MEV, backtesting, and more 🧵+ waitlist below

Aravind Srinivas Get error bars on the ARC-AGI result

Knowledge Graph Foundation Models (KGFMs) are at the frontier of graph learning - but we didn’t have a principled understanding of what we can (or can’t) do with them. Now we do! 💡🚀 🧵 with Pablo Barcelo, İsmail İlkan Ceylan, Michael Bronstein, Michael Galkin, Juan Reutter, Miguel

they should sponsor him

LLM wrapper that iteratively improves solutions for problems that can be automatically evaluated (like optimization problems). Weird release: used in-house, no serious benchmarks (like contests), no mention of costs, very vague paper. Just showing off with nothing useful shared

nothing comes close to claude opus 4 it’s a different thing. i’ve been crying for several hours.

Elon Musk Grok xAI need a CLI like Claude Code tbh, copy-pasting to the browser is so 2023 and so slow

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Humanity has prevailed (for now!) I'm completely exhausted. I figured, I had 10h of sleep in the last 3 days and I'm barely alive. I'll post more about the contest when I get some rest. (To be clear, those are provisional results, but my lead should be big enough)

Cognition is the first AI lab to win a verified gold medal at the IOI. Our human, ryanbAI (Ryan Bai), placed 7th overall. Impressively, ryanbAI competed under the exact same conditions as all human contestants.