The Alignment Flywheel: A Governance-Centric Hybrid MAS for Architecture-Agnostic Safety

Excerpt

arXiv:2603.02259v3 Announce Type: replace-cross Abstract: Multi-agent systems provide mature abstractions for role decomposition, coordination, and normative governance, but increasingly capable learned components make post-deployment safety harder to inspect, audit, and update. When safety behavior is absorbed into a decision component, narrow failures may require retraining or rollback of the full component. This instantiates our vision of the Alignment Flywheel as a governance-centric hybrid