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FairByDesign Reporting

AI governance evidence

All reportingInvestigationsMercury BriefField papersGovernance resourcesNews

  • Is an AI Policy Enough?
    Field Papers

    Is an AI Policy Enough?

    An airline’s chatbot invented a refund rule, and the airline argued it was not responsible. A policy tells you what should happen. It cannot tell you what did.

    October 13, 2026
  • The Authorization Gap
    The Evidence Chain

    The Authorization Gap

    She asked her AI agent to suggest what to delete. It started deleting. When you click “allow,” can anyone prove the action that ran was the one you approved, using…

    October 11, 2026
  • The Reconstruction Gap
    The Evidence Chain

    The Reconstruction Gap

    When an AI evaluation agent breached Hugging Face in July 2026, the victim reconstructed it before the lab did. Who holds the record of what an AI did, and why…

    October 10, 2026
  • Evidence Libraries as a Foundation for AI Governance
    Field Papers

    Evidence Libraries as a Foundation for AI Governance

    Regulators demand evidence, not policies. Learn why structured evidence libraries are critical for AI governance and audit readiness.

    September 26, 2025

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