Buridan’s AI: Pick a Main to Escape AI Tool Paralysis
Buridan's AI is the habit of switching AI tools so often that no skill, memory, or workflow ever…
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The Blog
Gamification Analysis
Articles on Gamification Analysis — from Yu-kai Chou, creator of the Octalysis Framework.
AI Morale Overload: Why 100 Agents Feel Worse Than One Finished Task
AI Morale Overload is the exhaustion that shows up when one person supervises a swarm of unfinished AI…
Emperor’s Dilemma: Why Your AI Agrees With You (and How I Make Mine Fight)
The Emperor's Dilemma is a scoring rule for AI agents: a model earns points for catching a real…
AI Motivation Design: The Complete 2026 Framework
The first time an AI told me I was doing great, I almost thanked it out loud. That…
Intrinsic vs Extrinsic Motivation: The Complete Framework (and Why Rewards Backfire)
Intrinsic vs extrinsic motivation: clear definitions, the overjustification effect, when rewards help or backfire, and the Octalysis Left-Brain/Right-Brain…
AI Companion Apps, Loneliness, and the Way Back to Humans
AI companion apps relieve loneliness for minutes, then stall. Yu-kai Chou maps why the comfort fades and 7…
Lewin’s Change Management: An S-Tier Behavioral Designer’s Guide
Kurt Lewin never packaged a three-step model, and the metaphor he actually used was a river. What he…
Post-GLP-1 Motivation Design: The 2026 Reset
GLP-1 drugs rewired half the assumptions built into fitness, diet, and behavior-change products. What Octalysis-informed motivation design looks…
Epic Meaning and Calling: The Definitive Guide
Core Drive 1 explained by Octalysis creator Yu-kai Chou. Anatomy, game techniques, 2026 case studies, ethical failure modes,…