Google launches AlphaGenome 2 to predict how DNA variants affect specific cell types
sundarpichai · x · 2026-11-12
Sundar Pichai announced DeepMind's AlphaGenome 2, a next-generation DNA sequence model that predicts how genetic variants impact hundreds of specific human cell types and cell states.
- All cells share the same DNA, but each cell type reads the blueprint differently; AlphaGenome 2 models that interpretation, going from broad-tissue averages down to individual cell types
- This lets researchers spot variant effects in disease-relevant cells that broader tissue models miss, and link genetic findings to the actual cellular roots of disease
- A step-change improvement in variant prediction performance over AlphaGenome 1, bridging single-cell biology and human genetics
More from Research
- MIT's Tegmark coins 'formal-washing': Signal protocol proof is far from complete — tegmark · 2026-11-12
- Signal formal verification hits 80%, Tegmark says Wired overstated completion — tegmark · 2026-11-12
- When does matter compute? Wave memory and a categorical closure criterion — neurovium · 2026-11-12
- Category-theoretic framework asks: when does a physical system actually compute? — neurovium · 2026-11-12
- Radical Numerics brings genome language model Omnii-1 to the edge for biodefense — exnx · 2026-11-12
- Against 'verifiable vs. fuzzy': the real axis is how expensive tasks are to grade — dfrsrchtwts · 2026-11-12