Introduction: The Bitter Lesson for Biological Data
Finding Scaling Laws and the Right Data for Biology
DeepMind’s Bitter Lesson: Solving Problems vs. Scaling Models
AlphaFold, Data Limitations, and Building the Virtual Cell
Handcrafted Architectures vs. Scaling Compute
Good Data, Inductive Bias, and Model Design