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Authors of a NeurIPS 2026 submission report that reviewers and ACs went silent after they submitted their rebuttal early via the Rebuttal button, with no notifications triggered for either side, leaving them anxious with only a day left in the discussion period.
The article examines how AI tools that accelerate drafting can shift bottlenecks to the review stage, using Goldratt's Theory of Constraints to explain why approval capacity limits overall throughput.
The author questions whether separating writer and reviewer agents in a multi-agent setup provides advantages over a single agent with a self-critique step, sharing experiences from building a doc-to-wiki system.
The author argues that the key question about AI-generated content should not be 'did AI write this?' but rather what human judgment and taste were applied before output, emphasizing the need for context, evidence, and editorial decision-making.
ARR is recruiting emergency reviewers and Area Chairs for the current cycle, providing registration links for volunteers to support the review process.
Discusses optimal placement of human review in autonomous AI coding agent workflows, considering trade-offs between automation and safety, particularly for risky systems like auth, payments, and database migrations.
Manton Reece details why his iOS app Inkwell has been stuck in Apple's review process for nearly a month, citing numerous rejections over guidelines including trademark issues with Apple's own 'Inkwell' trademark.
MindForge Guard is a CLI-first evidence layer that generates deterministic reports for single-agent AI workflows, enabling human review before trusting agent actions.