Recent studies (chronologically).

Each study lives on its own subdomain with its full writeup, data, and methods. Behavioral ground truth first; scalable instruments second.

• AI uplift / cognitive debt

  In progress / 2026

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  An existence proof: how you use AI — lean vs. lever — changes what you retain, and you can't feel the difference while it happens.

More research lines land here as they begin. They'll be connected by the worldview once it's earned.