Are We Truly Innovating? A Qualitative and Quantitative Study of Originality in AI Research Papers 事件

Are We Truly Innovating? A Qualitative and Quantitative Study of Originality in AI Research Papers arXiv:2602.06054v3 Announce Type: replace Abstract: Assessing originality in AI research is arguably the most consequential yet least reliable step in peer review. Reviewer judgments of originality remain opaque, inconsistent, and dependent on comparisons to prior work that are often incomplete. In this paper, we present a large-scale, data-driven qualitative and quantitative analysis of research