Actually I was reading the book "A Poison Like No Other: How Microplastics Corrupted Our Planet and Our Bodies" just last week. I didn't realize the extent to which plastics have come to permeate and mess with our entire environment. It's not just about the polymer granules of

Automated Design of Agentic Systems (ADAS) might be one of those ideas that seems obvious in retrospect. Of course, we should use AI to design AI agents. The key idea is that an agent designs the architecture of other agents. What's really interesting is that the entire agent

🎉 Excited to present our work on The AI Scientist later today at DLCT ML Collective. Will talk about the power & limitations of foundation models in scientific idea creation💡coding 🧑‍💻 writing ✍️ & reviewing 🧑‍⚖️ Drop by and ask all your pressing Qs 🤗 Of course, I am (only)

the authors got this working with gpt3.5. You'll be shocked to hear that L3.1 405B does much better than even i anticipated. if you add in some tree search, things get very very interesting ...

was gonna share my notes on the ADAS paper but xjdr beat me to it and much more succinctly here are more findings: if you take a look at the outputs of the meta agent that the authors share, you’ll see the agent is mainly just remixing variants of this pattern: try 3-5

Great to see the community exploring ADAS and discovering interesting results!

Great summary of recent open-endedness work, with mentions of OMNI-EPIC, Intelligent Go-Explore, Genie, & The AI-Scientist, alongside other great OE work in the field. Awesome to see open-endedness discussed by VCs as a next big wave in AI! 🚀🔥❤️‍🔥📈 press.airstreet.com/p/open-endedne…

spicy take: LM agents for automated safety research in the rough shape of sakana.ai/ai-scientist/ will be the ultimate meta-approach to neglected safety approaches (lesswrong.com/posts/qAdDzcBu…); see appendix 'C. Progression of Generated Ideas' from arxiv.org/abs/2408.06292 for an

Also see the Weimar Republic.

The DLCT ML Collective talk on The AI Scientist is now available online! check out the recording 📺 & slides 🧑‍🎨 📺: youtube.com/watch?v=KzXPEL… 📜: docs.google.com/presentation/d… Thanks Rosanne Liu for having us and everyone who attended & asked Qs!

Agents creating Agents (It's getting meta) ♻️ Last week, Shengran Hu (Shengran Hu), Cong Lu (Cong Lu), and Jeff Clune (Jeff Clune) introduced “Automated Design of Agentic Systems” (ADAS). ADAS uses Meta Agent Search to discover agents such as the Multi-Step Peer Review Agent,

📢 Two weeks since we released The AI Scientist 🧑‍🔬! We want to take the time to summarize a lot of the discussions we’ve been having with the community, and give some hints about what we are working on! 🫶 We are beyond grateful for all your feedback and the community debate

The AI Scientist in Nature News! Great quotes from Cong Lu eg "This is the GPT-1 of AI science" & "People will say, I have 100 ideas that I don’t have time for. Get the AI Scientist to do those". Thanks Davide Castelvecchi for a great article! nature.com/articles/d4158…

Awesome to see the community building on Meta-Agent Search & ADAS!

“We really believe this is the GPT-1 of AI science” As Cong Lu said, many parts of our job is not the “creative part, but it’s 90% of what we do. People will say, I have 100 ideas that I don’t have time for. Get the AI Scientist to do those.” Thanks Davide Castelvecchi for writing!

Cool to see the science of science being done on The AI Scientist! Strap in everyone, it's getting meta.

Automated Design of Agentic Systems by Shengran Hu, Cong Lu, Jeff Clune ✦ Concept and Framework ADAS (Automated Design of Agentic Systems), proposed by researchers at UBC, is a new research field focused on automatically designing agents. The framework implemented to

OMNI-EPIC is open-sourced! github.com/maxencefaldor/…

It was a great pleasure to discuss our work on 'Automated Design of Agentic Systems (ADAS)' shengranhu.com/ADAS/ on the TWIML podcast!

The ICML talk on Genie is now available. Great presentation by Jack Parker-Holder and Ashley Edwards! Congrats to the whole team again on the Best Paper Award! Well-deserved. Video: icml.cc/virtual/2024/o…