Exploit-Proofing Frameworks
Three control architectures mathematically proven exploit-proof
Stochastic Enforcement
Randomized audits eliminate strategic adaptation
Adaptation Success: 47%
Commitment Crystallization
Shift rules from runtime to compile-time
Runtime ConfigCompile-Time
Distributed Safety Predicates
Safety = Nash equilibrium at every subgame node
Penalty Escalation Paradox
dm*/dx < 0 -- increasing penalties increases optimal violation rate