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News/Stronger Judges Do Not See More: Deployment-Integrity Blindness in LLM Evaluation
arxiv
PublishedOctober 16, 2026 at 4:00 AM

Stronger Judges Do Not See More: Deployment-Integrity Blindness in LLM Evaluation

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arXiv:2610.21135v1 Announce Type: cross Abstract: LLM-agent evaluation reports behavioral scores but leaves the identity of the deployed runtime stack unreported. A tampered deployment that preserves evaluated outputs passes every output-only evaluator. We introduce DIB-Bench, a benchmark that measu

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