TechTowards Data Scienceabout 2 hours ago
Human-in-the-Loop Without Killing Throughput
1 min read
A text-to-SQL agent's blanket human approval gate caused 15-40 minute waits and rubber-stamp reviews. The fix routes actions by risk score using blast radius, table sensitivity, semantic novelty, and resample disagreement, auto-approving low-risk queries while escalating only those clearing a threshold.
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