Assess whether audits can reconstruct who authorized what (e99c09)

Situation

In a company whose agents can send email without a gate, content-attribution tags missing on customer-facing copy is the evidence after two production models recommending opposite actions on the same file. Decision-audit designer has to pick Policy or governance breach or Model defect for this AI Governance Layer Lifecycle and Accountability close using content-attribution tags missing on customer-facing copy.

Decision

Decision-audit designer in a company whose agents can send email without a gate must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using content-attribution tags missing on customer-facing copy after two production models recommending opposite actions on the same file.

Hypotheses to test

• Authorize Policy or governance breach now; content-attribution tags missing on customer-facing copy already has the discriminator after two production models recommending opposite actions on the same file.
• Keep Model defect in force until content-attribution tags missing on customer-facing copy is completed after two production models recommending opposite actions on the same file for decision-audit designer.
• Treat content-attribution tags missing on customer-facing copy as Dual failure because both readings appear after two production models recommending opposite actions on the same file.
• Refuse a AI Governance Layer close: decision-audit designer does not have the page audits can reconstruct who turns on in content-attribution tags missing on customer-facing copy.

Analysis required

• Map the control-plane score in content-attribution tags missing on customer-facing copy to the policy gate decision-audit designer can enforce.
• Name the override that would let audits can reconstruct who proceed without a silent bypass.
• Test whether two production models recommending opposite actions on the same file changed routing, logging, or human-in-the-loop on the live agent path.
• For this AI Governance Layer Lifecycle and Accountability file, read content-attribution tags missing on customer-facing copy against two production models recommending opposite actions on the same file and write the one fact that would move audits can reconstruct who for decision-audit designer.

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