
In "The Skill Code," Matt Beane reveals how AI threatens the expert-novice relationship crucial for human ability. With nearly 2 million TED Talk views, Beane's decade-long research offers a revolutionary framework: What if the key to thriving alongside machines isn't more technology, but smarter human connection?
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A nine-year-old boy watches a master tinsmith's hands move with impossible precision, metal bending to his will while an apprentice mirrors every gesture, absorbing a craft older than written language. This scene-witnessed by researcher Matt Beane decades ago-captures something we're losing faster than we realize. For 160,000 years, humans have transferred skills through one sacred relationship: expert teaching novice, side by side, day after day. Yet in hospitals, warehouses, and offices worldwide, we're quietly severing this ancient bond. Not through mass layoffs that make headlines, but through something more insidious-inserting screens, algorithms, and robots between the people who know and those who need to learn. The cost? Not just individual careers, but our collective capacity for mastery itself.
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Criado por ex-alunos da Universidade de Columbia em San Francisco
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Criado por ex-alunos da Universidade de Columbia em San Francisco

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