AI审稿系统藏漏洞，18篇论文暗嵌白字指令操控评审结果
arXiv:2507.06185v2 Announce Type: replace-cross Abstract: In July 2025, 18 academic manuscripts on arXiv contained hidden instructions that manipulate…
WAICA用“AI原生”范式颠覆传统顶会规则，全PC评审与公平投稿机制引关注
学术评审不堪重负，PeerCheck让LLM辅助评审质量逼近人类专家。
arXiv:2606.20897v1 Announce Type: cross Abstract: As academic submissions grow, the traditional peer review process struggles to keep up, raising conc…
LLM生成论文评审正被大会试点，但存在被操纵的风险——这篇研究揭示了人机对齐与可游戏性的关键矛盾。
arXiv:2605.28897v1 Announce Type: new Abstract: LLM-generated reviews for scientific papers are gaining considerable traction and are even being offic…