Gemini Co-Scientist predicts living-cell behavior accurately

Dr_Singularity · x · 2026-08-29

Google's Gemini Co-Scientist achieved a breakthrough by predicting the collective swarming patterns of engineered E. coli at different IPTG concentrations using only sparse imaging data. Its predictions quantitatively matched wet-lab measurements that the system had apparently not seen before. Beyond this, Co-Scientist generated hypotheses, designed experiments, helped synthesize new materials, and autonomously discovered a medical AI architecture that outperformed multiple frontier models.

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