English(EN) Peer Review as Structured Commentary: Immutable Identity, Public Dialogue, and Reproducible Scholarship

论文提出区块链和人工智能用于透明的学术同行评审

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-29 04:00

一篇研究论文提出了一个新颖的学术同行评审系统，将其重新定义为结构化的公开评论。该系统旨在通过利用区块链实现不可变的审计跟踪和人工智能进行迭代综合来克服匿名性和延迟等传统限制。所提出的框架鼓励智力贡献，跟踪知识的演变，并建立可追溯的声誉动态，有可能改变各个领域的学术评估。 AI

影响提议在学术同行评审中使用人工智能进行迭代综合，可能改善知识传播和评估。

排序理由该集群包含一篇已撤回的学术论文，讨论了一个新颖的同行评审系统。[lever_c_demoted from research: ic=1 ai=1.0]

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

本文如何被排名

Signal score: 0 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Tool; 该集群包含一篇已撤回的学术论文，讨论了一个新颖的同行评审系统。[lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration: Single-source cluster; Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics: paper, other; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance: High; Clearly on-topic for AI-industry coverage.
Story freshness: 9 days old; Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

完整方法见我们的编辑标准。

arXiv cs.AI TIER_1 English(EN) · Craig Steven Wright · 2026-09-29 04:00

同行评审作为结构化评论：不可变身份、公开对话和可复现的学术研究

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…