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Defend: Automated Rebuttals for Peer Review with Minimal Author Guidance

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23 Mar
Stepwise: Neuro-Symbolic Proof Search for Automated Systems Verification

arXiv:2603.19715v1 Announce Type: new Abstract: Formal verification via interactive theorem proving is increasingly used to ensure the correctness of critical systems, yet

REPORT · HOW · ArXiv CS.AIOPEN STORY
13 Apr
AlphaLab: Autonomous Multi-Agent Research Across Optimization Domains with Frontier LLMs

arXiv:2604.08590v1 Announce Type: cross Abstract: We present AlphaLab, an autonomous research harness that leverages frontier LLM agentic capabilities to automate the full

REPORT · WHAT · ArXiv CS.AIOPEN 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
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
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
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
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