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I highly recommend this excellent keynote ICLR 2026 by Tim! I've been eagerly awaiting when it would be publicly available, which it is now! Enjoy! iclr.cc/virtual/2025/i…

What I still don't understand is the following: Scientists and CEOs of the most important companies in the world say that: -will cure all diseases in 5-10 years (Dario Amodei, Demis Hassabis, Masayoshi Son, Sam Altman) - in 1-3 years we will see 10%-20% unemployment (Dario

I am alarmed by the proposed cuts to U.S. funding for basic research, and the impact this would have for U.S. competitiveness in AI and other areas. Funding research that is openly shared benefits the whole world, but the nation it benefits most is the one where the research is

The peer-reviewed version of expansion in situ genome sequencing is now out in Science! The news is bittersweet – when we first revealed this last September, I never guessed it would be my final paper in academia, but a lot has changed. A few parting thoughts:

Been doing some writing lately that touches on the pace of AI progress, and I arrived at this concise summary of my views: By the end of 2027, almost every economically valuable task that can be done on a computer will be done more effectively and more cheaply by computers.

Can AI systems improve themselves recursively—agents that enhance their performance while advancing further self-improvement? Today, we take a step toward realizing this vision. Introducing Darwin Gödel Machine: AI that improves itself by rewriting its own code. We build on the

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. It’s the Automated Design of Agentic Systems

🤯 Mind-blowing AI alert! The Darwin Gödel Machine (DGM) from @SakanaAI & @JeffClune’s lab at University of British Columbia evolves its own code, blending Gödel’s logic w/ Darwinian evolution. It’s rewriting the future of AI - literally! 🧬💻 #AI #MachineLearning👇1/5

🧬 Stoked to share The Darwin Gödel Machine (DGM) 🔁 - an agentic system that self-referentially modifies its inner workings to improve on coding tasks 🧑‍💻 and self-improvement 🤯 DGM iteratively builds an archive of 'agent stepping stones' used to inspire new innovations 👨‍🔬

**When AIs Start Rewriting Themselves** Darwin G​​ödel Machine: Open-Ended Evolution of Self-Improving Agents The Darwin G​​ödel Machine can: 1. Read and modify its own code 2. Evaluate if the change improves performance 3. Open-endedly explore the solution space 🧵👇

Jeff Clune So, so, SO excited about this. Have been following all of this work for years, and can see it coming together in amazing ways now. A-life, open-endedness, exploration, curriculum learning, RL... It feels like the table is set. We just need to be super careful about safety.

👀 Absolutely love watching these code edit videos showing the sequence of patches self-discovered by DGM! Interestingly, DGM does not simply linearly hill-climb improvements but instead leverages previously collected stepping stones 🗿 that later become long-term improvement

Sakana AI You made our Day... AGAIN! Great work Sakana AI - loads of love from Germany - pls find the article here! (Eng/Germ) kinews24.de/sakana-ai-darw…

Completely agree. LLMs being possible should feel like insane magic.

Now #4 on Hacker News !! 🚀🚀🚀

The Fundamental Darwin Gödel Machine Paradigm Shift Traditional Approach: Engineering Solutions Human Designer → Identifies Problem → Designs Solution → Programs Implementation → Deploys System Assumption: Humans can understand, design, and implement optimal solutions for

Sakana's Sakana AI Darwin Gödel Machine and DeepMind's Google DeepMind AlphaEvolve are gold mines for ideas about meta-cognition and the future of evolutionary cognitive architectures.

Feel like not enough attention goes to what Sakana AI seems to be cooking. All of us out here writing science fiction, and these people seem to be actually building it. See their Darwin Gödel Machine: sakana.ai/dgm/

This is a great summary of the Darwin Gödel Machine!

Mechanical Turk!