AI RESEARCH
IndustryBench: Probing the Industrial Knowledge Boundaries of LLMs
arXiv CS.AI
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ArXi:2605.10267v1 Announce Type: new In industrial procurement, an LLM answer is useful only if it survives a standards check: recommended material must match operating condition, every parameter must respect a regulated threshold, and no procedure may contradict a safety clause. Partial correctness can mask safety-critical contradictions that aggregate LLM benchmarks rarely capture. We