Assess whether monitoring detects drift or only outages (eb9d80)

SITUATION A manufacturer sunsetting a vision model still used in QA cannot treat a customer discovering AI copy with no disclosure as incidental context on content-attribution tags missing on customer-facing copy. Vendor-contract AI counsel's operations partner must close monitoring detects drift or from that extract under AI Governance Layer / Lifecycle and Accountability.

DECISION Vendor-contract AI counsel's operations partner in a manufacturer sunsetting a vision model still used in QA must choose Monitoring detects drift / Only outages using content-attribution tags missing on customer-facing copy after a customer discovering AI copy with no disclosure.

HYPOTHESES TO TEST 1. A customer discovering AI copy with no disclosure is noise around an already-controlled Lifecycle and Accountability process in a manufacturer sunsetting a vision model still used in QA, given content-attribution tags missing on customer-facing copy. 2. A customer discovering AI copy with no disclosure is the event in content-attribution tags missing on customer-facing copy that forces Monitoring detects drift for vendor-contract AI counsel's operations partner under AI Governance Layer. 3. Content-attribution tags missing on customer-facing copy shows a one-file miss after a customer discovering AI copy with no disclosure, not a Lifecycle and Accountability program failure. 4. Content-attribution tags missing on customer-facing copy cannot decide monitoring detects drift or yet after a customer discovering AI copy with no disclosure; hold is the only AI Governance Layer close a manufacturer sunsetting a vision model still used in QA can defend.

ANALYSIS REQUIRED 1. Confirm the inventory line still matches the running configuration in a manufacturer sunsetting a vision model still used in QA. 2. Map the control-plane score in content-attribution tags missing on customer-facing copy to the policy gate vendor-contract AI counsel's operations partner can enforce. 3. Name the override that would let monitoring detects drift or proceed without a silent bypass. 4. For this AI Governance Layer Lifecycle and Accountability file, read content-attribution tags missing on customer-facing copy against a customer discovering AI copy with no disclosure and write the one fact that would move monitoring detects drift or for vendor-contract AI counsel's operations partner.

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 a customer discovering AI copy with no disclosure). Lead with the AI Governance Layer option content-attribution tags missing on customer-facing copy can support after a customer discovering AI copy with no disclosure, then the two facts that force it, then the Monday action for vendor-contract AI counsel's operations partner in a manufacturer sunsetting a vision model still used in QA.