Authority-Bound Governance of Heterogeneous AI Security Decisions in Telecom and IoT Networks

Excerpt

arXiv:2607.09259v2 Announce Type: replace-cross Abstract: Artificial intelligence (AI)-enabled security decision systems in telecom and IoT networks can draw on heterogeneous models whose outputs may trigger operational actions. Recording such decisions on a blockchain does not establish that they are authorised, applicable, policy-consistent, or still valid at execution time. This paper presents governance-2, an authority-bound and fail-closed architecture that separates upstream scientific dec