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Science & ResearchJul 28, 2026

Why machines don't speak biology: Toward native biological language models.

Recent advances in AI inspire visions of universal models of biology.

Recent advances in AI inspire visions of universal models of biology. Yet living systems are evolved, emergent processes whose behaviors cannot be inferred from their parts alone. We propose grounding AI in canonical biological processes, constructing data-driven world models…

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