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China is transitioning from crude AI search manipulation to a structured 'Brand Cognition Governance' framework following a national crackdown on 'AI poisoning.' New industry standards emphasize the creation of machine-readable brand assets to ensure LLMs provide accurate, trustworthy, and stable recommendations to consumers.