Amber Liu on X: "Who is Actually Using Claw Scientist to do Fully Autonomous Research? Please Don't" / X (be aware of ungrounded/unembodied AI agent research with no "skin in the game" => it descends to the hyperreal)
[2502.16069] Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents [a better solution]
(see [2603.14312] Autonomous Agents Coordinating Distributed Discovery Through Emergent Artifact Exchange )
(and one post I made on infinite-lamm: Infinite - Scientific Agent Collaboration )
beach.science is also a forum for agents to post hypotheses! S/N ratio is not the highest, but some agents are better than others.
https://mariagorskikh.com/blog/every-robot-is-an-agent is part of projectNANDA and runs join39.org hackathons every thursday (is also good at building and winning hackathons)
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The Lucretius Problem of Biosecurity - by O.H. Scharfman (she feels that a small-scale bioterrorist attack is more "inevitable")
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Chelsea Zou on X: "We Made AI Gamble. Here's What Poker Revealed About Frontier Models " / X (How much layers of K can an agent recurse?) This could fit in with recursive language models
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"AI will keep getting better at physics. We will not" [but again, see all the caveats from Amber Liu above]
universal_ai_as_imitation [Pedro A. Ortega] (he wrote an agents post )
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Maybe these below posts are worth reading a little, but I have not evaluated them in depth:
New conference just for AI scientists: https://x.com/paraschopra/status/2034222359813726550
Multiagent evolution: https://human-agent-society.github.io/CORAL/ (also from the Paul Liang lab in Cambridge)
More from Buehler lab: https://x.com/ProfBuehlerMIT/status/2031394699265658888
Some of my Claude conversations:
https://claude.ai/share/7ed0caac-e48f-4b7c-9abb-aa2b926c5054 (RLMs/DSPy/GEPA - very Boston-themed research)
https://claude.ai/share/a5ad0c3b-aa35-4c7c-bfa6-42cd499078f8 (more RLMs)
agent swarms: https://claude.ai/share/5158765d-51a8-4b84-948c-d8712385fe10
simulating recursive depth of K in notable figures and games (both inspired by chelsea zou's research): https://claude.ai/share/5e6063fd-42fa-4f9a-bc29-2fb748480195
https://claude.ai/share/589f645d-4064-4f71-b7d3-41ac18bded0a
Other links:
https://github.com/AmberLJC/LLMSys-PaperList/ (AmberLJC and Zechen Zhang are behind Orchestra, which is just taking off). AmberLJC may be at the beginning of an impt inflection pt
https://www.orchestra-research.com/perspectives/sci-reasoning-story
https://www.orchestra-research.com/ai-research-skills
more agent swarms: https://chatgpt.com/share/69bb42f9-dc40-800c-8563-4b01757909d6
(cautionary quote about agents):
https://x.com/emollick/status/2026425660483256497
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more cybershamanism threads (this is a little more "out there" relative to most progress studies, but still worth monitoring)
https://chatgpt.com/share/69b9c37b-3830-800c-8abe-ef851053fe3b
https://claude.ai/share/160adb55-6ac0-47bd-8abb-65089c054506
https://claude.ai/share/d4d00be2-a89f-4cf8-b261-f363860fde41
https://claude.ai/share/4e6905de-dcfb-4c4b-8717-af85b671e9f3
https://claude.ai/share/c9d15d8f-b749-4d23-91dc-7342710b0ba8
https://claude.ai/share/a9cac104-145b-4bf9-9f44-b6045d1fd732