Tracking Temporal Effects Is Crucial in Perturbation Experiments, Argues Stanford's Kundaje

anshulkundaje · x · 2026-10-14

In a thread on AI-guided biological experiment design, Anshul Kundaje argues that tracking temporal effects is essential: recording only beginning and arbitrary end states makes it impossible to trace cell-state transition dynamics, critical intermediate states, direct vs indirect effects, and feedback/compensation mechanisms.

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