University of Birmingham

When Does Correction Become Repair? Mechanistic Auditing of Internal Interventions in Tool-Using LLMs

See it, Say it, Sorted: Mechanistic Diagnosis and Parameter-Space Mitigation of Emergent Misalignment in LLMs