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OpenAI & Tech· Tier C · not scored· not scored

Bowen predicts Excel will generalize to enable in silico experiments on unseen biological contexts.

On Latent Space · unverified speaker · Latent Space · Jul 21, 2026

data. The hope is that the model can generalize and we will be able to do in silico experiment into the future

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Excel demonstrates successful in silico predictions on held-out cell types, conditions, or perturbations with accuracy metrics exceeding linear baselines by >20%

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