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Status Not under consideration
Created by Guest
Created on Oct 9, 2026

RELATED IDEAS

BLIND-NOVELTY: Identity-Blind Review That Scores New Thinking Fairly

Research consistently shows evaluators mark down highly novel proposals and judge prolific or unfamiliar submitters more harshly — the exact dynamics that put high-volume contributors at risk of spam flags instead of fair review.

BLIND-NOVELTY adds an identity-blind evaluation lane to the Ideas process: an Orchestrate workflow strips submitter identity and submission history before routing the idea to reviewers, who score novelty, feasibility, and value on separate axes. The blind score travels with the idea and must be reconciled with any non-blind disposition.

This protects unconventional ideas from familiarity bias and protects unconventional submitters from reputation bias — judging the idea, not the author.

Idea priority Low
  • Post comment
  • Admin
    Laurent Tillette de Clermont-Tonnerre
    Oct 9, 2026

    thank you for your input, but it seems that this is more the description of a use case / an agent that was built on the platform rather than a feature for the platform.

    let us know if we misunderstood, otherwise, our community would be a better avenue to share use cases you have implemented or envision for the platform, do not hesitate to contribute there while the present idea portal is about feature improvement for the platform. We hope this makes sense

    Reply

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