Research
A sampling of our research in AI and computational biology.
Essays
Through a Glass Darkly: Mechanistic Interpretability as the Bridge to End-to-End Biology
November 2024
Single-Cell Encoder Models: Toward a Statistical Physics of Emergent Agency
June 2023
Hyperbolic Science: Or, Playing Games with Growth
August 2022
A Future History of Biomedical Progress
August 2022
Research Notes
November 2025
Virtual Cells Are Currently Bottlenecked by Compute, Not Novel Data
January 2025
Markov Blankets and Mechanistic Interpretability
January 2025
Research updates
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