arxivcs.AI2026-07-21
Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development
AI-native biotechnology companies are often designed by copying human biotech org charts into agent roles. We argue for a different abstraction: a Company World Model, defined as a persistent asset-to-value state representation with transition models, explicit value functions, pl…