AI Assessment Redesign: If AI Can Pass It, Why Assign It?
AI assessment redesign explained: 94% of students use AI on assessed work and detectors misfire. How to rebuild…
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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: Madagascar Long Runway 2026
One year after the Gen Z uprising, Madagascar's unelected transition passes IMF reviews while voters wait for 2027.…
10,000 Hours of Play by OP Hero: Seneca
How Seneca kept a Stoic practice alive through exile, Nero's court and a death sentence, told as a…
Human in the Loop Jobs: Designing Work People Want (2026)
Human in the loop jobs are being built as cost centers with no ladder. Yu-kai Chou maps the…
Nationcraft Analysis: Malawi Green Gold Trap 2026
Malawi earns its dollars from green gold and loses them on the same clock. An 18-variable Nationcraft read…
10,000 Hours of Play by OP Hero: Lisa Su
How Lisa Su rebuilt AMD from a 2015 near-collapse into an AI-era chip company, told as a 10,000…
AI Entry Level Jobs: When the First Rung Disappears
AI entry level jobs are vanishing as agents absorb the bounded tasks careers were built on. Yu-kai Chou…