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

arXiv:2506.22497v2 Announce Type: replace 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 system of scholarly evaluation anchored in open commentary. Leveraging blockchain for immutable audit trails and AI for iterative synthesis, we design a framework that incentivises intellectual contribution, captures epistemic evolution, and enables traceable reputational dynamics. This model empowers fields from computational science to the humanities, reframing academic knowledge as a living process rather than a static credential.

Proposes a new system for peer review using blockchain and AI.

This is a theoretical framework paper about restructuring peer review, not a deployed system with measured effects. Implications for broader human flourishing are indirect and speculative, limited to academic publishing norms.

The paper proposes a new peer review system leveraging AI and blockchain to improve transparency and reproducibility in academia. This could significantly enhance scholarly validation and knowledge evolution. However, the system is still a proposal and its real-world effectiveness remains to be seen, introducing a speculative element.

The paper proposes a system that increases transparency and reproducibility in academic peer review. It leverages AI and blockchain to create a more open and dynamic scholarly evaluation process. This has strong positive implications for academic integrity and progress.

SOURCE     arXiv cs.CY (Computers and Society) (tier 1)
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DOCUMENT   2e5ed495-220c-47e3-aaf8-3db5459111ef
           https://arxiv.org/abs/2506.22497
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EVIDENCE   3 extracted excerpts
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MODEL RUN  4 runs, methodology 1.0.1
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SCORE      0  (Mixed or uncertain)
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CONFIDENCE 65%