AI Governance Architect | Principal Architect | Building Governed AI Delivery Standards | Author of Verdict Layer Architecture
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verdict-layer-framework
verdict-layer-framework PublicMeasurement-first framework for trust in AI-generated code changes: capability asks "can it solve?", trust asks "can you safely accept?". Theory companion to patchward (17/50 → 0/50 held-out result).
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replication-checks
replication-checks PublicOne published AI evaluation claim at a time, checked against the data its authors released. Protocol frozen before the data is opened; results published either way.
Python
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