Assess whether monitoring detects drift or only outages (c59c87)

SITUATION A publisher needing provenance on generated copy cannot treat an examiner asking who authorized last Tuesday's model output as incidental context on content-attribution tags missing on customer-facing copy. AI committee secretariat must close monitoring detects drift or from that extract under AI Governance Layer / Lifecycle and Accountability.

DECISION AI committee secretariat 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 examiner asking who authorized last Tuesday's model output.

HYPOTHESES TO TEST 1. An examiner asking who authorized last Tuesday's model output is noise around an already-controlled Lifecycle and Accountability process in a publisher needing provenance on generated copy, given content-attribution tags missing on customer-facing copy. 2. An examiner asking who authorized last Tuesday's model output is the event in content-attribution tags missing on customer-facing copy that forces Monitoring detects drift for AI committee secretariat under AI Governance Layer. 3. Content-attribution tags missing on customer-facing copy shows a one-file miss after an examiner asking who authorized last Tuesday's model output, not a Lifecycle and Accountability program failure. 4. Content-attribution tags missing on customer-facing copy cannot decide monitoring detects drift or yet after an examiner asking who authorized last Tuesday's model output; hold is the only AI Governance Layer close a publisher needing provenance on generated copy can defend.

ANALYSIS REQUIRED 1. Test whether an examiner asking who authorized last Tuesday's model output changed routing, logging, or human-in-the-loop on the live agent path. 2. Score whether the agent action in content-attribution tags missing on customer-facing copy was in-policy, out-of-policy, or unlogged. 3. Confirm the inventory line still matches the running configuration in a publisher needing provenance on generated copy. 4. For this AI Governance Layer Lifecycle and Accountability file, read content-attribution tags missing on customer-facing copy against an examiner asking who authorized last Tuesday's model output and write the one fact that would move monitoring detects drift or for AI committee secretariat.

RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Lifecycle and Accountability packet (content-attribution tags missing on customer-facing copy after an examiner asking who authorized last Tuesday's model output). Lead with the AI Governance Layer option content-attribution tags missing on customer-facing copy can support after an examiner asking who authorized last Tuesday's model output, then the two facts that force it, then the Monday action for AI committee secretariat in a publisher needing provenance on generated copy.