We show that AI-generated article reviews are now better, by every measure we could construct, than reviews written by well-compensated human experts and judged to be of unusually high quality by journal editors and authors. We then discuss how this result may inform journal policy choices, with concerning downsides as well as potential paths to increase publication speed and quality; reduce adversarial interactions; improve the experience of editors, reviewers, authors, and readers; and advance science.

Local multi-speaker transcription on Apple Silicon: Apple SpeechAnalyzer finds the pauses, whisper large-v3 writes the words. Channel and ambisonic diarization. - JMoVS/transcription-tooling