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📝 Add new principle on reduced size to Impact Evaluators section for improved friction management
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Impact Evaluators.md
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Impact Evaluators.md
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- Each community understands its context better than outsiders ([seeing like a state blinds you to local realities](https://slatestarcodex.com/2017/03/16/book-review-seeing-like-a-state/))
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- Local experiments surface patterns for higher-level systems
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- Small groups enable iterated games that reward trust and penalize defection
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- Reduced size reduce friction
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- **Build anti-Goodhart resilience**. Any metric used for decisions [becomes subject to gaming pressures](https://en.wikipedia.org/wiki/Campbell%27s_law). Design for evolution:
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- Run multiple evaluation algorithms in parallel and let humans choose
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- Use exploration/exploitation trade-offs (like multi-armed bandits) to test new metrics