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AI Reports · Brookings · 2026-10-16 · Policy position

How are countries evaluating AI models?

This background guide was prepared for the Forum for Cooperation on AI (FCAI) dialogue held on September 15, 2026. Participants agreed that independent third-party evaluation is necessary but disagreed on what to measure, who should conduct evaluations, and what should follow from the results. The dialogue also noted that benchmarks are becoming less reliable and that evaluation capacity is mismatched with enforcement infrastructure that is still under debate.

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