Can AI Scientists Change Their Minds? Prior-Evidence Conflict in Synthetic Universes

Kargi Chauhan

Can a scientific agent distinguish a law it inferred from evidence from one it merely recognizes? We introduce Synthetic Universes, a controlled benchmark that pairs canonical famo…