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arxiv_llm_reliability · Jul 27, 2026 · paper
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The Cost of Knowing: A Resource-Aware Protocol for Benchmarking Hallucination Beyond Static Leaderboards
arxiv.orgJul 27, 2026
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In brief
On standard factuality tasks, frontier models now cluster near the top of the scale. The question is therefore shifting from how factual a system is toward how much compute that factuality costs. Static leaderboards s...
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