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AI is changing who gets to be an expert. Are your colleagues ready to become ‘directors of intelligence’?

AI is shifting expertise from knowledge gatekeepers to organizational "directors of intelligent systems" who synthesize and analyze AI-generated information, requiring companies to retrain workforces on judgment and critical thinking rather than domain memorization.

Thursday, April 30, 2026 12:00 PM UTC2 MIN READSOURCE: Fortune AIBY sys://pipeline

The article traces AI as the latest evolution in knowledge access, following encyclopedias, search engines, and data platforms. It argues AI systems that synthesize and analyze information are reshaping organizational roles (creating "directors of intelligent systems") and democratizing expertise, while requiring workforce adaptation and new educational approaches focused on judgment and critical thinking.

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