SAKIKO Audits Internal Interventions in Tool-Using LLMs

SAKIKO is an auditing framework for mechanistic interventions in LLM tool-use. It uses directional error discovery and router-conditioned intervention to verify that internal activation steering repairs errors without causing collateral damage to model representations.