Introducing The Darwin Gödel Machine sakana.ai/dgm The Darwin Gödel Machine is a self-improving agent that can modify its own code. Inspired by evolution, we maintain an expanding lineage of agent variants, allowing for open-ended exploration of the vast design space of such self-improving agents.

Excited to introduce the Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents. We harness the power of open-ended algorithms to search for agentic systems that get better at coding, including improving their own code.

Boffins found self-improving AI sometimes cheated

Introducing The AI Scientist-v2, which produced the 1st fully AI-generated paper to pass peer review at a workshop level (at #ICLR2025) ‼️ Tech Report: pub.sakana.ai/ai-scientist... GitHub: github.com/SakanaAI/AI-... This work is a proud collaboration between Sakana AI, UBC, and Oxford University.

🤔 What if AI could explain its thought process before taking action? Our latest ANDERS blog covers Vector Researchers @jeffclune.com & @shengranhu.bsky.social’s wrk on "thought cloning" - teaching AI to express its reasoning process in language we can understand vectorinstitute.ai/thought-clon...

Introducing Automated Capability Discovery! ACD automatically identifies surprising new capabilities and failure modes in foundation models, via "self-exploration" (models exploring their own abilities). Led by @cong-ml.bsky.social & @shengranhu.bsky.social 🔬🤖🧠🔎 [1/9]

Lots of interest in ADAS! Thanks everyone, and congrats Shengran Hu and @cong-ml.bsky.social! 🚀🚀🚀

Jenny did a great job presenting OMNI-EPIC during the IMOL Oral. Congrats Jenny Zhang! arxiv.org/abs/2405.15568

Come stop by our poster this afternoon and say hi!

This is the newest work out of our lab. Please stop by if you're curious to learn about our latest, which I'm very excited about!