Benchmarking AI agents in biology takes center stage at Genentech

kenbwork · x · 2026-10-23

The author visited Genentech's campus to share principles of biology task design and how benchmark shapes change across multi-omics, biosecurity, and therapeutics. Engaged scientists took these problems seriously; benchmarks are positioned to become a first-class tool in this new ecosystem. Slides in the image show verifiability-violation examples for cell-type assignment tasks.

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