Authoritative-binding governance of heterogeneous AI security decisions in telecommunications and IoT networks
Authority-Bound Governance of Heterogeneous AI Security Decisions in Telecom and IoT Networks
AI summary
governance-2 provides authoritative-binding, fail-closed smart contract governance for heterogeneous AI security decisions in telecommunications and IoT networks, separating decision formation from operational execution. In an empirical evaluation based on WiFiSpectralJam, 8 decision flows processed 153,744 case instances (derived from 19,218 empirical captures); the complete contract rejected all tested illegal operations, and invariant testing of 2,000 transaction sequences showed zero violations. The results indicate that heterogeneous AI security decisions can share a unified governance plane without redefining scientific semantics.