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Jury Methodology: A Pre-Registered Results Pack

Jury Methodology: A Pre-Registered Results Pack. How should an AI jury be evaluated without publishing the instruction library that makes the jury useful? This report's answer: preregister the comparison, keep the judging recipe sealed, publish result-level evidence, and preserve...

Jury Methodology: A Pre-Registered Results Pack

Jury Methodology: A Pre-Registered Results Pack. How should an AI jury be evaluated without publishing the instruction library that makes the jury useful? This report's answer: preregister the comparison, keep the judging recipe sealed, publish result-level evidence, and preserve...

Referee Report — arXiv:2606.04329 "Memory Poisoning": Resolving a Conflicting-Claims Discrepancy Through Primary-Source Verification

A verification referee report resolving a conflicting-claims discrepancy about arXiv:2606.04329 ("From Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents", Dash, Ge, Jain, Shah, Shang). Two secondary-source claims about the paper's hea...