Resources
Reference documents and governance principles for AI brand management
AI Brand Misrepresentation
A canonical reference on how artificial intelligence systems describe organizations without their visibility or control. Covers definition, types, causes, business impact, and governance approaches.
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Governance Principles
GEOStrategy.Pro's approach to AI brand governance. Five core principles that define responsible practice: measurement over manipulation, transparency, harm reduction, continuous monitoring, and context-aware interpretation.
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