Position: The ML Community Must Build an AI-Augmented Peer-Review Ecosystem
DGX agentarXiv:2506.08134v4 Announce Type: replace Abstract: Peer review, the bedrock of scientific advancement in machine learning (ML), is strained by a crisis of scale. Exponential growth in manuscript subm