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EIP-2: Review Impact - Community Sentiment Adjustment

Ethos
April 17, 2025

Introducing EIP-2: Community Moderation for Review Impact

We’re rolling out EIP-2, a major upgrade to how reviews influence credibility scores on Ethos. This proposal brings the community directly into the loop, letting votes on a review shape how much it actually moves someone’s score.

In short: reviews that the community supports will carry more weight, and ones that get a lot of pushback will matter less (or not at all).

Why This Matters

Until now, a review’s impact was based mostly on two things:

  1. The reviewer’s own credibility (via our ELO-style ranking)
  2. The sentiment of the review (positive, negative, or neutral)

But there’s been no way for the broader community to weigh in on whether a review is fair or accurate, and that’s a problem. A single high-ELO user could write a low-quality or biased review, and it would still carry heavy weight.

EIP-2 solves that by introducing community sentiment weighting.

How It Works

We’re adding a new layer to the Review Impact algorithm: Community Sentiment Adjustment.

Every review can now be upvoted or downvoted by the community. Based on the pattern of votes, a review’s influence on credibility scores will adjust in real-time:

  • Well-regarded reviews (more upvotes than downvotes) keep their full impact
  • Heavily downvoted reviews (e.g., 5+ net downvotes) are effectively nullified; they no longer influence the score
  • Slightly or moderately downvoted reviews have their impact reduced in proportion to the number of downvotes

This means that reviews need community alignment to make a real impact.

Why This Approach?

We designed it to be nuanced and fair:

  • It’s flexible: Not every disagreement is treated the same. One downvote won’t kill a review, but five or more sends a stronger signal.
  • It’s resilient: A review still has value unless there’s clear consensus against it.
  • It keeps signal intact: If a review isn’t hotly contested, it still contributes, even if only slightly.
  • It balances top-down and bottom-up inputs: Both the reviewer’s credibility and the community’s reaction matter.

What This Means for You

  • The community has more power: You can now directly moderate which reviews matter most.
  • Scores will be more accurate: Low-effort or unfair reviews won’t skew reputations as easily.
  • No more needing admin appeals: This system reduces the need for centralized moderation. If you see a bad review, just downvote it.
  • Future-proofing for Sybil resistance: While this system is live now, we’re already thinking about future updates to prevent coordinated vote manipulation or Sybil attacks.

Final Thoughts

EIP-2 is another step toward a more transparent, resilient, and community-governed credibility system.

As always, your input shapes where Ethos goes next. Join the discussion, vote on the proposal, and let us know what’s working... and what’s not.

Snapshot: https://snapshot.box/#/s:ethos-labs.eth/proposal/0x396f6ce925f4677e90a2da18f70a0d6b6d3bb01ee4a599bbf4910c82d9341c60

Discussion: https://app.ethos.network/activity/review/65279/eip-2-review-impact-community-sentiment-adjustment


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