Episode 8: Rusty Is the Point Skill Atrophy — What Happens When the Next Generation Never Learns the Manual Way Every skill you have took repetition to build. This week, Carolyn and Beau pick up right where last episode left off: if last week was about proving where your work came from, this week is about proving where your judgment came from — and making sure there’s still something there to prove.
In this episode:
• The distinction between atrophy (reversible) and foreclosure (a skill that never formed in the first place) — and why it matters for anyone managing junior talent
• The numbers: nearly two-thirds of Gen Z workers admitting to AI dependency, developers losing measurable understanding after full delegation, and doctors and nurses worried about their own hands forgetting the work
• How art schools are actually handling this right now, and the concept researchers are calling “productive difficulty”
• This week’s Invisible Move: Manual Reversion, the aviation principle that keeps a critical skill alive by forcing pilots to periodically fly without the autopilot — applied across illustration, animation, writing, music, magic, photography, and game design
• Why live skill demonstrations are replacing take-home tests in hiring, and what that means for your portfolio
• Industry Voice: two working game industry professionals, one optimistic about a smaller, sharper team, one warning that AI just lets bad decisions happen faster if the judgment underneath it was never there
Next week: The creator economy swallows the agency model — individual creators building the entire stack themselves, content, product, education, and software, all under one roof.
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