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Governance · Attributing AI ships machine-scale change with no accountable owner.
Governance · Gating Manual policy gates can't keep pace with AI-scale change.
Efficiency · Iterating Agent loops outpace the pipeline and multiply its cost.
Efficiency · Diagnosing AI multiplies build failures and inefficiencies.
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