What AI Can’t Replace: The Core Drives It Will Never Have
What AI can't replace is motivation itself. A model has no Core Drives, no calling, no belonging, no…
Work with Yu-kai
The Blog
Gamification Analysis
Articles on Gamification Analysis — from Yu-kai Chou, creator of the Octalysis Framework.
Agentic AI Governance: Who Babysits the Agents? (2026)
Agentic AI governance is becoming a real job nobody wants. Yu-kai Chou maps the Core Drives that turn…
AI Coding Assistant Productivity: The Perception Gap (2026)
AI coding assistant productivity has a measured perception gap: developers in a 2025 trial felt 20% faster while…
Octalysis Framework Maps 48 Elements in New JMIR Review
A JMIR Serious Games review used the Octalysis Framework to map 48 gamification elements across 53 physical activity…
Brawl Stars Duolingo Collab: Why Two Mascots Traded Habit Loops
How the Brawl Stars Duolingo collab traded habit loops: the 20-player Duo boss fight, the Detention tasks 10…
Quality of Culture by Design: Why AI-Efficient Teams Get Lonely
Quality of Culture by Design is the decision to rebuild workplace connection after AI removes the reason people…
AI Reward Dilemma: Let AI Keep Score, Humans Give Boosters
The AI Reward Dilemma is the question of who is allowed to grade an AI's work. Dany Kitishian…
Agentic Commerce: Designing for Buyers Who Aren’t Human
74% of shoppers would trust an AI agent over their best friend to buy for them. Only 12%…
Kotter’s 8-Step Change Model: An S-Tier Behavioral Designer’s Guide
Most transformations don’t die in a dramatic showdown. They dissolve quietly, somewhere between the kickoff town hall and…