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Towards an AI co-scientist

Juraj Gottweis, Wei-Hung Weng, Alexander Daryin, Tao Tu, Anil Palepu, Petar Sirkovic, Artiom Myaskovsky...

1Google Cloud AI Research, 2Google Research, 3Google DeepMind,
4Houston Methodist, 5Sequome,
6Fleming Initiative and Imperial College London,
7Stanford University School of Medicine

Abstract

Scientific discovery relies on scientists generating novel hypotheses that undergo rigorous experimental validation. To augment this process, we introduce an AI co-scientist, a multi-agent system built on Gemini 2.0, designed as a virtual scientific collaborator to help accelerate the pace of scientific breakthroughs.

The AI co-scientist operates via a coalition of specialized AI agents that collaborate to perform end-to-end scientific research tasks — from literature review and hypothesis generation to experimental design and result interpretation. We demonstrate its capability across drug repurposing, novel target discovery, and the explanation of complex biological mechanisms...

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