RIDAR detects and corrects integrity failures in research agents
Post-hoc detection scores 85.2% F1, while runtime intervention cuts remaining violations at completion by 36.8%.
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Post-hoc detection scores 85.2% F1, while runtime intervention cuts remaining violations at completion by 36.8%.

arXiv limits each author to two monthly submissions after AI-fueled volume reached 40,363 papers in September 2026.
Co-Authored-By marked 66 of 121 AI-related commits in one repo and 1 of 39 agent-note commits in the other.
OpenAI is working with an independent Advisory Group on Mathematics and AI to guide review and communication of emerging AI results.
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