"And this is Mr. President 🇨🇿 how our neolab trains self-improving LLM agents using self-play and game-theory to push massive token throughput, and get new scaling laws..." And then Petr comes back with the only acceptable follow-up: "Nádhera. But can you explain to me why this does not collapse?"

“Just add more agents” is not a theory of learning. Communication is! 🤝 You can hear tons of AI bros say multi-agent systems are just parallelization: spawn a swarm, split the work, and coordination will magically emerge ✨.

Imagine... #AI! When Anita Hornikova recruited me to work with Frantisek Ruzicka and Tomáš Drucker to organize AI Global summit in between AI Global Summits in Paris in Feb 2025 and AI Global Summit in Delphi in Feb 2026, the idea sounded crazy! x.com/misovalko/st...

@christinelagarde.bsky.social in FL series talks about the future. In the wake of indiaai summit, we met with her, TD, AS Gill, MC, KEE, RMfrom @oecd, @unitednations1945.bsky.social, @unesco.org, @ec.europa.eu, ECB to prepare AI future! Whatch: x.com/misovalko/st... (c) AK/ @bloomberg.com

Minister Drucker: Michal, you come from a world where people who move faster than anyone else does are actually building AI. Do you feel this community speaks with one voice about where AI should go, or is it still too divided between ambition, business, and science? x.com/misovalko/st...

Closing remarks from the AI Global Summit, with the heads of states and general secretaries of @oecd-ocde.bsky.social @unitednations1945.bsky.social @unesco.org @ec.europa.eu @europeancentralbank@AmandeepSighGill @MathiasCormann @roxanaminzatu.bsky.social @KhaledElEnany x.com/misovalko/st...

See you in January 2026 in Abu Dhabi with @yann-lecun.bsky.social @jpvert.bsky.social, Ivan Laptev, and other friends at Machine Can See!

Also, had a fun blackboard discussion with the great Sean Meyn, I share a few pictures 📷 playing with the blackboard signs 😄 Was very good to see Michal Valko again! @misovalko.bsky.social

Journey of a lifetime to build something new ... #AI #RL #ReinforcementLearning #LLMs