Enterprise AI deployments are outrunning their own oversight at the exact moment governments are demanding secure-by-design controls. The shadow AI crisis — where 80% of Fortune 500 organizations have lost meaningful visibility into their own AI infrastructure — is meeting regulatory frameworks that require governance to be built in, not bolted on. A new academic framework for governing 'synthetic minds' with graded autonomy arrives just as the field most needs a vocabulary f
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