DEFINITION
The practice of designing, deploying, and governing AI systems that withstand regulatory scrutiny, board challenge, and client examination. Defensible AI requires documented evidence of governance — not stated intent alone. It is the canonical Advanta standard: superior to 'compliant AI' because compliance is a floor, and to 'responsible AI' alone because defensibility is testable and audit-ready.
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