Evidence-first review
Check what was truly executed before trusting the agent's own summary.
Supervision that leads to correction, not passive monitoring.
This page exists for search terms like agent supervision, AI supervision, and AI监督.
VeriClaw 爪印 fits this intent when a team wants evidence, diagnosis, intervention, and verification after an AI agent drifts, overreaches, or says the work is done before the proof is real.
What people usually mean by this
Most supervision searches are really about whether the model stayed aligned, whether the evidence is real, and whether the correction actually held.
Correction-first response
Move from observation to intervention when a model drifts or closes early.
Verification before closure
Close the loop only after the fix is tested and the evidence still holds.
Related routes
Agent quality control
Long-tail route for quality-control and verification-first review intent.
AI agent correction
Main category route for umbrella English discovery around correction.
AI纠偏
Chinese umbrella route for AI纠偏, AI纠错, 模型纠偏, and nearby terms.