The AI Competency Paradox
Why AI Doesn’t Replace Jobs, but Reshapes Organizational Competence
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Beschreibung
This book explores how artificial intelligence disrupts the cognitive foundations of human expertise. It introduces the AI-Competency Ceiling and the Procedural Memory Paradox—concepts that explain how AI-assisted performance accelerates early skill acquisition while impeding mastery. Drawing from neuroscience, skill acquisition theory, and over 150 years of technological disruption, the book presents a revised Dreyfus model, and case studies from Netflix to Toyota demonstrating the core messages of the book. It offers strategic frameworks for preserving cognitive capital, including Strategic Workforce Management, Meta-Intelligence Development, and mechanisms for sustainable AI adoption. More than a guide to adaptation, it challenges readers to consider whether thinking remains fundamentally human when cognition is outsourced.
An essential reading for executives, strategists, policymakers, and educators navigating the tension between operational excellence and cognitive resilience.
This book explores how artificial intelligence disrupts the cognitive foundations of human expertise. It introduces the AI-Competency Ceiling and the Procedural Memory Paradox—concepts that explain how AI-assisted performance accelerates early skill acquisition while impeding mastery. Drawing from neuroscience, skill acquisition theory, and over 150 years of technological disruption, the book presents a revised Dreyfus model, and case studies from Netflix to Toyota demonstrating the core messages of the book. It offers strategic frameworks for preserving cognitive capital, including Strategic Workforce Management, Meta-Intelligence Development, and mechanisms for sustainable AI adoption. More than a guide to adaptation, it challenges readers to consider whether thinking remains fundamentally human when cognition is outsourced.
An essential reading for executives, strategists, policymakers, and educators navigating the tension between operational excellence and cognitive resilience.
Critically reveals how AI erodes long-term human capability, not just jobs Strategically reframes AI adoption through a cognitive sustainability lens Practically equips leaders with tools to build AI-resilient organizations
Autor*in
Prashant Singh Yadav
Themen in »The AI Competency Paradox«
AI and workforce transformation Competency erosion Cognitive sustainability AI in strategic management Future of work and AI Human-AI collaboration Organizational resilience AI and skill development