2 papers
cs.AI2026
Governance Records as Supervision: Verifier-Selected Self-Training for Structured Workflow Repair
Jesus Salas
Machine-verifiable workflows produce governance records linking a task contract, model attempt, verifier decision, accepted output, and target origin. We test whether these records…
cs.AI2026
Correct Is Not Governed: Provenance Integrity in Agentic Workflows
Jesus Salas
Agentic workflows are commonly evaluated by whether they reach the correct outcome. That is insufficient in institutional settings, where a correct action may rely on the wrong aut…