Tsai Spark

Beyond HITL: Continuation Readiness as a Governance Requirement for Enterprise AI Workflows

Human-in-the-Loop (HITL) is widely treated as a default mechanism for satisfying AI governance requirements: when an AI system reaches a checkpoint, a human is asked to intervene. This paper argues that intervention is not sufficient. Enterprise AI governance requires continuabil...