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Logarithmic Scores, Power-Law Discoveries: Disentangling Measurement from Covera

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1 SIGNALFIRST DETECTED 2 April 2026
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6 Oct
Auditing Pairwise Equivalence Judgments: Self-Critique Effects and Diversity Measurement in Multi-Agent Hypothesis Generation

arXiv:2610.04133v1 Announce Type: new Abstract: Multi-agent systems built on large language models (LLMs) are increasingly applied to scientific discovery and hypothesis

REPORT · HOW · ArXiv CS.AIOPEN STORY
4 Aug
Measurement Without Validity: The Compounding Reliability Problem in Agentic AI Evaluation

arXiv:2608.00794v1 Announce Type: new Abstract: Agentic AI systems are evaluated using automated benchmarks whose scores justify deployment decisions, safety certifications, and

REPORT · HOW · ArXiv CS.AIOPEN STORY
31 Aug
Rating the Raters: Rasch Measurement Theory for LLM Evaluation

arXiv:2608.27463v1 Announce Type: new Abstract: LLMs now sit on every side of evaluation: as examinees scored on benchmarks, judges of other models' outputs, and raters of

REPORT · WHERE · ArXiv CS.AIOPEN STORY
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