Mark Sanderson

Deletion Isn't Enough: Auditing RAG for Selective Forgetting

This paper introduces Forgetting-by-Design (FBD), a mechanism-agnostic audit that runs probes across paired system states before and after revocation, and separates compliance into two observable channels---retrieval/citation exposure and answer-level disclosure or abstention ---and reports the cost of compliance using...