Lesson 173 chapters~2 min
Responsible Growth and Product Governance
The most important capability is not knowing how to increase engagement. It is knowing which growth to refuse, which tradeoffs to measure, and which users require stronger protection.
Learning outcomes
- Evaluate a mechanic for value, agency, vulnerability, truthfulness, and regret
- Add guardrails and counter-metrics to a growth test
- Recognize regulatory risk as a product constraint, not a late legal review
Field assignment
Run the five-part review on one existing mechanic. Add a stop condition and a counter-metric that could override an engagement win.
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