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AI Governance Is Moving From Frameworks to Enforcement — With Uneven Results

The gap between declared AI governance frameworks and their operational enforcement is being exposed by real-world failures — in law enforcement misuse, product liability litigation, financial sector regulation, and export control compliance — forcing governments and institutions to confront what their frameworks actually require in practice.

2 signals tracked

  1. Police fabrication case, bank scrutiny, and EU labelling code signal enforcement era

  2. CAISI Agreements Signal Governance Shift — Biosecurity Risk Drives Urgency