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

arXiv:2610.18880v1 Announce Type: cross Abstract: 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 both genes in a test pair were se