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Curiosity Chronicle

The Protégé Effect: A Powerful Model for the AI Era

September 25, 2026·7 min
Episode Description from the Publisher

AI is quite clearly the biggest buzzword of the year.But one thing I don't see anyone talking about is just how much AI is shifting how rewards are earned.Things are changing so rapidly that the frontier of accurate prediction has been pulled closer and closer to the present.In this new world, the rewards will be earned by those who are willing to be beginners over and over again. The value seems likely to accrue to those who can combine curiosity and a beginner's mindset with bias for action.This means that learning has become a core meta-skill. Perhaps even THE core meta-skill.On Friday, I wrote about the Protégé Effect: the psychological phenomenon where teaching, preparing to teach, or pretending to teach information to someone else helps you learn and retain that information better yourself.The new world will place an emphasis on adaptation. Rapid iteration. Learning and unlearning.It sounds scary. It shouldn't.If you're willing to be a beginner again, the future is brighter than ever...•••This episode brought to you by:DeleteMe - DeleteMe makes it quick, easy, and safe to remove your personal data online. Origin Financial - Your personal AI Financial Advisor. Track your spending, investments, and net worth—all in one place.Innerbody Labs - A Higher Standard. After reviewing thousands of health products, we built formulas we wished existed.Lemon - The Al agent that turns your voice instructions into finished tasks.

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