GPAI represents the first major multilateral AI governance initiative but operates as a non-binding policy laboratory with limited enforcement power and structural coordination challenges. While providing valuable international cooperation frameworks, its voluntary nature and exclusion of key AI-developing nations like China reduce its governance reach.
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