我们在与IE框架及其面临的挑战的会议中讨论的一些示例: 示例1:保护金融 信用发行流程 如何运作 - 信用来源于可测量的指标 - 例如:土地所有者雇佣第三方评估师来评估树木是否存活 - 评估师将这些数据转化为可以在市场上作为奖励功能发行的信用 挑战: 1. 估算问题: - 估算步骤通常不准确 2. 每一步的摩擦 - 在范围内分配项目涉及显著的摩擦 - 在数字领域之外,流程变得更加缓慢和繁琐 示例2:科学出版 如何运作 - 期刊作为知识的IE - 每个出版场所都有一个声誉评分(例如:影响因子) 激励循环 - 科学家的目标:通过出版物积累声誉 问题/挑战: - 评估者(期刊和会议)已经根深蒂固超过100年。 - 他们的奖励循环没有更新,这造成了僵化、低效和激励不对齐。
Devansh Mehta
Devansh Mehta2025年7月30日
In today's open session we ran an analysis on the application of impact evaluator or block reward type systems for 2 domains: academic publishing & environment We derived 5 useful features in their design 1. All impact evaluator functions require credible conversion into fungibility Hash power for btc, storage for fil, etc. are clear mathematical functions allowing for issuance against some formula But people only buy into the issuance if they accept its neutrality. For eg, carbon credits are fungible but many coal polluters use some slightly better technology and receive credits so it's not entirely credible 2. If properly obtained, impact evaluator systems become knobs by which we can align long term actors around an ideal outcome we want They should also be metrics that are hard to obtain but easy to verify, similar to btc or storage capacity 3. We want to ideally first solve some problem locally like "is this paper enough to be accepted to the conferences" And make those inputs onto more global problems like "is the conference high impact", "how good is a researcher as measured by their publication in good conferences" 4. We want impact evaluators to be self upgrading systems, otherwise they can ossify into bastions of power A good example is the implementation of plurality in community notes or cluster QF. If 2 people normally disagree but now agree, that has a higher weight. But if they again agree next time it has a lower weight since last time they voted together 5. Finally, we have impact evaluators as hard mathematical functions that release some emissions vs more soft & irrational forces like market prices of that currency, which need to be squared against each other
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