哈佛的一项新研究发现,在各项测试指标上,由 Claude Opus 4.8 生成的论文评审表现均优于高薪聘请的专家人类同行评审。在盲评测试中,GPT-5.5 在所有判定对中均选择了 AI 评审,3 名前期刊编辑有 87% 的时间选择了 AI 评审;同时,AI 评审声称的错误率为 5.5%,低于人类评审的 15.9%。
Massive. New Harvard study finds that AI-written paper reviews now beat the best human peer reviews on every measure the authors tested.
Peer review is slow and often misses errors. Earlier studies concluded AI should only assist human reviewers, not replace them.
They used 134 reviews from rapidPeer, a Harvard service that pays expert reviewers well. Claude Opus 4.8 reviewed the same 1124 papers, and GPT-5.5 plus 3 former journal editors judged the pairs blind.
GPT-5.5 picked the AI review in all 132 decided pairs, and the editors picked it 87% of the time. Only 5.5% of the AI's claims about the paper were wrong, versus 15.9% for the human reviews.
Teams that depend on expert critique can now let AI do the first full review pass, and keep a human for the final decision.
来源:Rohan Paul · x.com