Governance Records as Supervision: Verifier-Selected Self-Training for Structured Workflow Repair.

arXiv:2608.18324v2 Announce Type: replace Abstract: Machine-verifiable workflows produce governance records linking a task contract, model attempt, verifier decision, accepted output, and target origin. We test whether verifier-admitted outputs can supervise a