Sven Braunholz

HEPE Lyapunov V(s)=0: First Hardware-Enforced AI Governance Certificate with Topological Bypass Impossibility

We introduce the HEPE (Hardware-Emergent Policy Enforcement) Lyapunov certificate V(s), a scalar function over the 16-state hardware governance space {0,1}^4 that provably reaches zero exactly when all four hardware enforcement layers are simultaneously active. We prove that V(s)...