Sofiane Lachab

Same World, Different Knowledge: When Isolated Audits Misjudge World-Model Repairs

A repair favored under an isolated input fault can be inferior when deployed modules share the faulty information. We introduce an information-interface audit for world models, distinguishing fidelity gaps, where exact inputs become estimates, from availability gaps, where inputs are missing. Fixed-weight interventions...