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The era of AI as a simple tool is ending, replaced by an economy of autonomous agents. This guide for business leaders explores the "Centaur Phase" of human-AI collaboration, the move toward "humanist superintelligence," and the critical skills needed to remain competitive. By focusing on original logic and empathy, leaders can transition from task performers to the architects of a human-centric, AI-driven future.