How to Stay Great When AI Is Good Enough | Matt Beane
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摘要
Matt Beane, Associate Professor of Technology Management at UC Santa Barbara & author of The Skill Code, breaks down why AI's endless flood of B+ work is a trillion-dollar threat to human skill, and how challenge, complexity, and connection keep people learning when experts no longer need novices. He also shares what leaders and organizations should do before the deskilling bill comes due.
00:00 Intro
01:17 Don't Let AI Dumb You Down
01:33 The B+ Trap
02:31 The Trillion-Dollar Deskilling
02:50 Fighters vs. Coasters
03:30 Burning Tokens, Running in Circles
04:00 Reward the B+ Killers
04:37 What Shadow Learners Reveal About How We Build Skill
07:03 The Skill Code - Three C's
07:59 Challenge - Learn at the Edge
09:16 Complexity - See the Whole System
11:29 Connection - Trust Is a Skill
12:58 What Leaders Must Do Now
13:09 Learn in Public
13:56 Hire Juniors, Learn Both Ways - Inverted Apprenticeship
14:56 When AI Beats Us at Everything
More from Matt Beane: https://www.mattbeane.com/
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