谷歌DeepMind的Co-Scientist進化為研究夥伴
谷歌deepmind的co-scientist已經從假設生成器演變成研究夥伴，能夠規劃實驗、編寫程式碼和控制實驗室設備，在三個學科中取得了實驗驗證的結果。
google deepmind has upgraded its multi-agent system co-scientist from a hypothesis generator to a lab-integrated research partner. co-scientist now plans experiments, writes code, and controls lab equipment, delivering experimentally validated results across three disciplines: materials science, biology, and computer science. in initial tests, co-scientist designed synthesis recipes for materials science, built predictive pipelines in biology with expert feedback, and independently developed a medical ai architecture that outperformed gpt-5 in benchmarks. the system uses verification modules to cross-check numerical claims against execution logs, reducing fabricated results. co-scientist operates in three phases: ideation, experimentation, and paper generation.