Do Perturbation Predictors Learn Gene Interactions? Diagnosing Extrapolation in Agentic Screening

Ziyuan Gao

High-throughput perturbation screens increasingly use machine-learning models to predict the effects of gene combinations that were never measured. A difficult case arises when bot…