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A submission was desk-rejected from NeurIPS based on an uncalibrated AI detector (Pangram), raising concerns about circularity in the review process and unvalidated false-positive rates on the target distribution.
NeurIPS 2026 used a proprietary AI-text detector to desk-reject papers for alleged AI policy violations without validating it on the target distribution; the same detector later flagged conference chairs' own papers as likely AI-written.
The Machine Learning Reproducibility Challenge (MLRC) 2026 is now open for submissions and will be held as an official track at NeurIPS 2026 in Sydney, Australia in December.
A Reddit post exposes a paid program (Algoverse AI Research) that allegedly misleads high school students into paying for ML research papers with fabricated results and AI-generated citations, raising concerns about workshop peer review integrity.