Arc Institute's PIE model taps decades of curated biology to predict unseen gene perturbation responses

anshulkundaje · x · 2026-10-06

Arc Institute released PIE, a perturbation-prediction model that goes beyond learning only from experiments. By incorporating decades of curated biological knowledge, PIE can predict which genes respond to a perturbation — even in biological contexts and for perturbations it has never seen before.

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