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Practical Governance for Enterprise AI

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Proxy Disclosure

Proxy disclosure refers to the practice of revealing information about AI systems, models, or decision-making processes through an intermediary or representative rather than direct transparency. In enterprise AI governance, this approach allows organizations to share details about their AI implementations with regulators, auditors, or stakeholders while protecting proprietary information or technical specifications. This mechanism is particularly important for compliance with disclosure requirements where full transparency might compromise competitive advantages or create security vulnerabilities.

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