research-state

Discovery Foundation Models are proposed as general-purpose systems for enabling open-ended scientific discovery through iterative problem formulation, hypothesis testing, and evidence-based revision across dry and wet lab settings. The paper introduces a framework with capabilities like problem discovery and continual improvement, instantiated with systems like Zetema and GALILEO.