Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models

Zhuoheng Huang, Mukesh Singh

Most language-model access controls regulate behavior while leaving the same computation available to every request. We study a different systems question: can trusted authorizatio…