# Vector Resonance

Taming the Black Box: China’s Shift from AI Search Manipulation to Brand Governance

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.