Assess whether monitoring detects drift or only outages after an agent that

SITUATION After an agent that refunded customers above its limit, content-attribution tags missing on customer-facing copy is the working evidence for multi-model reconciliation lead in a publisher needing provenance on generated copy. Decide whether monitoring detects drift or only outages using only what content-attribution tags missing on customer-facing copy actually supports.

DECISION Multi-model reconciliation lead in a publisher needing provenance on generated copy must choose Monitoring detects drift / Only outages using content-attribution tags missing on customer-facing copy after an agent that refunded customers above its limit.

HYPOTHESES TO TEST 1. Authorize Monitoring detects drift now; content-attribution tags missing on customer-facing copy already has the discriminator after an agent that refunded customers above its limit. 2. Keep Only outages in force until content-attribution tags missing on customer-facing copy is completed after an agent that refunded customers above its limit for multi-model reconciliation lead. 3. Treat content-attribution tags missing on customer-facing copy as Monitoring detects drift because both readings appear after an agent that refunded customers above its limit. 4. Refuse a AI Governance Layer close: multi-model reconciliation lead does not have the decision monitoring detects drift or turns on in content-attribution tags missing on customer-facing copy.

ANALYSIS REQUIRED 1. Name the override that would let monitoring detects drift or proceed without a silent bypass. 2. Test whether an agent that refunded customers above its limit changed routing, logging, or human-in-the-loop on the live agent path. 3. Score whether the agent action in content-attribution tags missing on customer-facing copy was in-policy, out-of-policy, or unlogged. 4. For this AI Governance Layer Control Plane and Scoring file, read content-attribution tags missing on customer-facing copy against an agent that refunded customers above its limit and write the one fact that would move monitoring detects drift or for multi-model reconciliation lead.

RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Control Plane and Scoring packet (content-attribution tags missing on customer-facing copy after an agent that refunded customers above its limit). Lead with the AI Governance Layer option content-attribution tags missing on customer-facing copy can support after an agent that refunded customers above its limit, then the two facts that force it, then the Monday action for multi-model reconciliation lead in a publisher needing provenance on generated copy.

COMMAND RETURNS - Bottom-line AI Governance Layer option on monitoring detects drift or, then the evidence in content-attribution tags missing on customer-facing copy, then the action for multi-model reconciliation lead - Hypothesis scorecard against content-attribution tags missing on customer-facing copy: supported / rejected / untestable - Regulatory or exam hook Control Plane and Scoring would cite - Control Plane and Scoring finding in content-attribution tags missing on customer-facing copy that a second reviewer can re-perform