From Observation to Insight: Mechanistic World Models and the Quest for Autonomous Discovery

Ingmar Posner, Anson Lei, Bernhard Schölkopf

Recent advances in foundation models have transformed AI for Science, enabling remarkably accurate predictive performance across domains ranging from protein folding to weather for…