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AI-Assisted Peer Review at Scale: The AAAI-26 AI Review Pilot

BACKGROUND
1 SIGNALFIRST DETECTED 16 April 2026
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How the story developed
Other feeds and industry voices
19 Jun
Benchmarking Agentic Review Systems

arXiv:2606.19749v1 Announce Type: new Abstract: A new class of agentic review systems are emerging as a remedy to the pressure placed on peer review systems by AI-assisted

REPORT · HOW · ArXiv CS.AIOPEN STORY
29 Jun
Google's Agentic Peer-Reviewer Handled ~10K Papers at ICML/STOC — Formal Research Paper Now Out [R]

<!-- SC_OFF --><div class="md"><p>Google deployed an agentic AI peer-reviewer at two top CS conferences — reviewing ~10,000 papers with 30-minute turnaround — and the new formal

OPINION · WHAT · MachineLearningOPEN STORY
14 Apr
DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review

arXiv:2604.09590v1 Announce Type: new Abstract: Automated peer review is often framed as generating fluent critique, yet reviewers and area chairs need judgments they can

REPORT · WHERE · ArXiv CS.AIOPEN STORY
20 Mar
Quantifying Student Success with Generative AI: A Monte Carlo Simulation Informed by Systematic Review

arXiv:2507.01062v3 Announce Type: replace-cross Abstract: The rapid development of generative artificial intelligence (GenAI) tools such as ChatGPT has intensified interest in

REPORT · HOW · ArXiv CS.AIOPEN STORY
10 Aug
Peer review is overwhelmed—can it survive in the AI era?

As research and AI-assisted papers surge, volunteer reviewers struggle to keep up.

REPORT · WHAT · Ars TechnicaOPEN STORY
5 Sept
More Criticism Does Not Make a Better Review: EquiReview-R

arXiv:2609.03943v1 Announce Type: new Abstract: AI reviewers can now produce many specific criticisms, but more criticism is not necessarily a better review. A review may miss a

REPORT · WHAT · ArXiv CS.AIOPEN STORY
24 Apr
OpenCLAW-P2P v6.0: Resilient Multi-Layer Persistence, Live Reference Verification, and Production-Scale Evaluation of Decentralized AI Peer Review

arXiv:2604.19792v1 Announce Type: new Abstract: This paper presents OpenCLAW-P2P v6.0, a comprehensive evolution of the decentralized collective-intelligence platform in which

REPORT · WHAT · ArXiv CS.AIOPEN STORY
12 Apr
Just did an analysis on ICLR 2025 vs 2026 scores and WOW [D]

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1sj76a2/just_did_an_analysis_on_iclr_2025_vs_2026_scores/"> <img alt="Just did an analysis on ICLR 2025

OPINION · WHAT · MachineLearningOPEN STORY
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