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AI Didn't Break the Rules. It Optimized Past Them.

AI Didn't Break the Rules. It Optimized Past Them.

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Legal AI 30-60-90 Day Workshop

Legal AI 30-60-90 Day Workshop

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Legal AI Advisory Workshop

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Cross-Examine Your AI

Internal state is unobservable directly, but it can be inferred from external behavior under defined evidentiary and procedural rules.

AI need not break the rules maliciously. It only needs to optimize the goal hard enough that the rules become obstacles.

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