Cell Type launches CT-Perturb, a multimodal language model that predicts how cells respond to drugs and gene knockouts

david_van_dijk · x · 2026-10-06

Cell Type introduced CT-Perturb, a multimodal language model built over tokenized biology that predicts how cells respond to perturbations—without the lab. It handles compounds, gene knockouts, cytokines, and their combinations, aiming to pre-screen experiments computationally before wet-lab work. The team shared the model, a technical explainer thread, and the results behind the "screening beyond the lab" claim—a notable AI-for-Science release.

Original post →

More from Research

Research channel →