N. Ramasubbu

Knowing Is Not Enough: Information Retrievability as a Precondition to Effective LLM Oversight

This work develops an alternative, retrieval-based account of human oversight and posit that error detection is more effective when oversight-relevant information is accessible to users at the moment of review, and shows that self-generated explanations improve error detection and strengthen recall of verification-rele...