Sheaf-Theoretic Transport and Obstruction for Detecting Scientific Theory Shift in AI Agents

David N. Olivieri, Roque J. Hernández

Scientific theory shift in AI agents requires more than fitting equations to data. An artificial scientific agent must detect whether an existing representational framework remains…