Recall the core HITL design patterns and when to apply each one.
What is an activation condition? The gate before human review. A rule that starts review when uncertainty, impact, missing evidence, or policy novelty crosses a defined line. If the condition is vague, the queue will be inconsistent. When someone says We have humans in the loop because reviewers can look at cases if needed. A launch review where the review trigger is informal. Your line What exact condition sends a case to review, and what happens if nobody acknowledges it? Accepting optional review as a control. It turns the claim into a testable workflow requirement. Review vs escalation Do not…
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