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EvalDetectBench: A Benchmark for Measuring Evaluation Awareness in Frontier Language Models

This story is from 2026-09-03. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.01611v1 Announce Type: new Abstract: Frontier large language models can often recognize when they are being evaluated, a capability known as evaluation awareness. If models behave differently in evaluations than in deployment, this undermines the validity of evaluation results, which are…

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  1. 2026-09-03 04:00 · arXiv cs.AI
    EvalDetectBench: A Benchmark for Measuring Evaluation Awareness in Frontier Language Models

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