The Cognitive Switching Hysteresis Certificate: Exact loop geometry under directional state-change penalties

Abstract

Proof-reconciled generated exploration of a bounded two-state relay model. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.