Unlearning Imperative: Securing Trustworthy and Responsible LLMs through Engineered Forgetting
A survey of machine unlearning for LLMs covering verification of forgetting, resistance to adversarial recovery, and technical and institutional safeguards, concluding that robust, verifiable unlearning remains unsolved.