Contextuality as an External Bookkeeping Cost under Fixed Shared-State Semantics

ArXi:2601.20167v2 Announce Type: cross Contextuality is a central feature distinguishing quantum from classical probability theories, but its operational meaning is often stated only qualitatively. In this Letter, we study a simple information-theoretic question: how much additional contextual information must a classical simulation