Preprint · 2026MAVS-GC: Governance-First AI for Failure-Mode Control
A governance-first architecture that separates specialist prediction from output governance. Under specialist failure and high corruption, governed consensus suppresses unsafe acceptance by up to ~200× versus baselines while preserving accuracy and stability.