OPIUM: Mitigating Steering Externalities and Over-Refusal via Dual Objective Latent Optimization

Kavin Aravindan, Arihant Rastogi, Krishak Aneja +4

Activation steering provides a lightweight mechanism for controlling large language models at inference time, but steering vectors can have unintended externalities: utility vector…