AI Deskilling: What Happens to Mastery When AI Does the Reps
AI deskilling is now measurable in medicine, aviation, and software. The Octalysis read on skill decay, and five…
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The Blog
Ideas on motivation, behavior & design.
Deep dives on the psychology behind why people do what they do — from Yu-kai Chou, creator of the Octalysis Framework. Pick the topic that matters to you.
Nationcraft Analysis: Finland Deterrence Mortgage 2026
Finland is buying deterrence on credit drawn against the welfare model it defends. The 18 Nation Variables price…
10,000 Hours of Play by OP Hero: Mary Seacole
How Mary Seacole played a Game nobody would hire her for: cholera in Panama, a hotel at the…
The AI Personalization Autonomy Tax (2026)
AI personalization autonomy is the trade nobody prices: when systems decide before you do, motivation drops. An Octalysis…
Nationcraft Analysis: Pakistan Borrower’s Gavel 2026
Pakistan takes the IMF–World Bank gavel in 2027 while still inside an IMF program — the Borrower's Gavel…
10,000 Hours of Play by OP Hero: Anita Roddick
Anita Roddick built The Body Shop as a campaign with a shop attached. Her 10,000 Hours of Play…
AI Over-Reliance: Designing Calibrated Trust (2026)
AI over-reliance and blind distrust are both calibration failures. Yu-kai Chou maps Core Drive 7 curiosity to interfaces…