$C$-$\Delta \Theta$: Circuit-Restricted Weight Arithmetic for Selective Refusal

Aditya Kasliwal, Pratinav Seth, Vinay Kumar Sankarapu

Modern deployments require LLMs to enforce safety policies at scale, yet many controls rely on inference-time interventions that add recurring compute cost and serving complexity.…