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Paper proposes blockchain and AI for transparent academic peer review

A research paper proposes a novel system for academic peer review, reframing it as structured public commentary. This system aims to overcome traditional limitations such as anonymity and latency by utilizing blockchain for immutable audit trails and AI for iterative synthesis. The proposed framework encourages intellectual contribution, tracks the evolution of knowledge, and establishes traceable reputational dynamics, potentially transforming scholarly evaluation across various fields. AI

IMPACT Proposes using AI for iterative synthesis in academic peer review, potentially improving knowledge dissemination and evaluation.

RANK_REASON The cluster contains a withdrawn academic paper discussing a novel system for peer review. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

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Paper proposes blockchain and AI for transparent academic peer review

COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Craig Steven Wright ·

    Peer Review as Structured Commentary: Immutable Identity, Public Dialogue, and Reproducible Scholarship

    arXiv:2506.22497v2 Announce Type: replace-cross Abstract: This paper reconceptualises peer review as structured public commentary. Traditional academic validation is hindered by anonymity, latency, and gatekeeping. We propose a transparent, identity-linked, and reproducible syste…