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By definition, learning cannot be outsourced

Tom Chatfield · 12 Nov 2025

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  1. AI’s power must not be allowed to hollow out the very skills required to navigate an AI age successfully.
  2. By definition, learning cannot be automated or outsourced.
  3. In the long term, everyone loses if education becomes an arms race.

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