Has demonstrated audit-defensible AI judgment across the 4D framework — Delegation, Description, Discernment, Diligence — through 15 case-anchored lessons, rubric-scored coaching sessions, and a capstone assessment. Coursework is anchored to real precedents including Air Canada, Mata v. Avianca, EchoLeak, Project Vend, and Garante v. OpenAI.
This certificate is anchored to the recipient and survives team or organizational changes. The verifiable URL stays valid permanently.
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