AI駆動研究
Sakana AIの思想を追う
AIロボット駆動科学
マルチエージェントシステム
ニューラル構造探索(NAS)
AIロボット駆動科学
医学系の研究
研究の自動化
https://github.com/eimenhmdt/autoresearcher
研究法(暦本)
https://www.youtube.com/watch?v=vn0cL7fxYh8
松尾ぐみの論文の書き方：英語論文
http://ymatsuo.com/japanese/ronbun_eng.html
elicit
Benchmarking Large Language Models As AI Research Agents
https://arxiv.org/abs/2310.03302
Autonomous Discovery Reimagining the Future of Scientific Discovery through AI, Robotics and Lab-wide Collaboration
https://www.anl.gov/autonomous-discovery
ResearchTown: Simulator of Human Research Community
https://arxiv.org/abs/2412.17767
Autores
https://www.autores.one/japanese
Agent Laboratory: Using LLM Agents as Research Assistants
https://github.com/SamuelSchmidgall/AgentLaboratory/tree/5201197bf00edb46629693358c697564bd4b92b7
BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery
https://arxiv.org/abs/2501.01540
Gravity-Bench-v1: A Benchmark on Gravitational Physics Discovery for Agent
https://arxiv.org/abs/2501.18411
The AI Scientist ハウダニット(How done it)!
https://note.com/wandb_jp/n/n6d44ec52b2ea
PaSa: An LLM Agent for Comprehensive Academic Paper Search
https://arxiv.org/abs/2501.10120
【DL輪読会】AgentLaboratory: Using LLM Agents as Research Assistant
https://www.docswell.com/s/DeepLearning2023/ZN1X3R-2025-01-23-121413?ref=rss
Scaling test-time compute for advanced scientific reasoning
https://research.google/blog/accelerating-scientific-breakthroughs-with-an-ai-co-scientist/
AI駆動AI研究に向けて
https://speakerdeck.com/t46/aiqu-dong-aiyan-jiu-nixiang-kete
https://x.com/schroneko/status/1927583673060327640
学術論文をポスターに変換するマルチエージェントフレームワーク PosterAgent。100 件の論文→ポスターペアのベンチマーク Paper2Poster を合わせて公開。Qwen 2.5 ベースの PosterAgent で 22 ページの論文を $0.0045 で編集できる pptx のポスターに変換。
SciArena: A New Platform for Evaluating Foundation Models in Scientific Literature Tasks
https://allenai.org/blog/sciarena
SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam?
https://arxiv.org/abs/2507.05241
⑤科学的発見における人工知能の台頭：自動化、拡張、そして未来への道
https://note.com/laboautomation/n/n77db3dd0eb7a
AlphaProof と AlphaGeometry 2 の概要
https://note.com/npaka/n/ncc9d22ca8866