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

Abeer Mostafa, Thi Huyen Nguyen, Zahra Ahmadi

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 d…