Cell-state-conditioned architecture may unify sequence models with multimodal cell-state encoders

anshulkundaje · x · 2026-11-12

Anshul Kundaje argues cell-state-conditioned architectures offer a natural path to unify sequence models with multimodal cell-state encoding models, on the way to fully causal cis-trans models of gene regulation.

Related event: Stanford's Kundaje Hails New Gene Regulation Model as Paradigm Shift, Not Brute-Force Scaling(10 posts)→

Original post →

More from Research

Research channel →