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Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
The AI Competency Paradox: Why AI Doesn't Replace Jobs, But Reshapes Organizational Competence

The AI Competency Paradox: Why AI Doesn't Replace Jobs, But Reshapes Organizational Competence

Hardcover

Series: Future of Business and Finance

Business GeneralGeneral Computers

ISBN10: 303211747X
ISBN13: 9783032117472
Publisher: Springer
Published: Jan 20 2026
Pages: 317
Weight: 1.42
Height: 0.75 Width: 6.14 Depth: 9.21
Language: English
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.

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Business General