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📝 Enhance Impact Evaluators with new insights and references
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Impact Evaluators.md
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Impact Evaluators.md
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- Incentive Compatibility: Designing mechanisms so that participants are motivated to act truthfully, without gaining by misrepresenting their preferences.
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- Individual Rationality: Ensuring that every participant has a non-negative utility (or at least no worse off) by participating in the mechanism.
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- Budget Balance: The mechanism generates sufficient revenue to cover its costs or payouts, without running a net deficit.
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- When collecting data, [pairwise comparisons and rankings are more reliable than absolute scoring](https://anishathalye.com/designing-a-better-judging-system/). Humans excel at relative judgments, but struggle with absolute judgments.
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- **Legible Impact Attribution**. Make contributions and their value visible. [Transform vague notions of "alignment" into measurable criteria](https://vitalik.eth.limo/general/2024/09/28/alignment.html) that projects can compete on.
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- Support organizations like L2beat to track project alignment
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- Which algorithm is the best assigning weights is not the best question.
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- What would you change about the algorithm?
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- What would you change about the process?
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- Have a democratic way of expressing the values of the community and some representatives
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- Economist might be good at analyzing economies but doens't mean they're good at creating them. A phisicist or ecologist might be a better fit.
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## Principles
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## Related Fields
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- Reinforcement Learning
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- Cybernetics
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- Game Design
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- Social Choice Theory
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- Mechanism Design
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- Computational Social Choice
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- Game Theory
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- Machine Learning
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- Voting Theory
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- Process Control Theory
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- [Ostrom's Common Pool Resource Management](https://earthbound.report/2018/01/15/elinor-ostroms-8-rules-for-managing-the-commons/)
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- [Community Notes Note ranking algorithm](https://communitynotes.x.com/guide/en/under-the-hood/ranking-notes)
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- [Deep Funding is a Special Case of Generalized Impact Evaluators](https://hackmd.io/@dwddao/HypnqpQKke)
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- [An Analysis of Pairwise Preference](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3359677)