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We have an AI Policy Problem

We have an AI Policy Problem

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Most AI policies look like governance but don't function as one. This episode traces the problem back to its roots: AI policy inherits its DNA from IT acceptable-use policies and cybersecurity frameworks, built for tools that behave predictably, not systems that generate new outputs every time.

We break down seven assumptions baked into nearly every AI policy in circulation, from treating AI as just another tool the city controls, to reducing governance to risk management, to mistaking disclosure for real transparency. The conclusion: these policies aren't poorly written. They're doing exactly what they were built to do, and that's the problem.

Source article: We have an AI Policy Problem

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