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Human Oversight
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Human Presence Is Not Human Authority
A human somewhere in the workflow does not mean a human is in control. What the law actually asks of “human oversight,” what the research says about whether people can…
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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…
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Who Gets to Decide? Why AI Governance Is a Power Question
Every AI system that acts in the world does so because someone decided it could. FairByDesign’s launch essay on why governance is a question of power, and why the people…
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The Accountability Control Plane Public Brief
Most organizations can prove they have an AI policy. Far fewer can prove what actually happened the last time an AI system shaped a real decision.
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The Accountability Control Plane Field Paper
Trustworthy AI cannot be reduced to model behavior. It depends on trustworthy systems of oversight around AI.