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In reasoning-enhanced models, the generation of intermediate thoughts activates broad engineering heuristics that can conflict with local requirements

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cs.SE 1

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2026 1

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CONDITIONAL 1

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IndustryCode: A Benchmark for Industry Code Generation

cs.SE · 2026-04-03 · conditional · novelty 7.0

IndustryCode is the first multi-domain, multi-language benchmark for industrial code generation, with the top model (Claude 4.5 Opus) reaching 68.1% accuracy on sub-problems and 42.5% on main problems.

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  • IndustryCode: A Benchmark for Industry Code Generation cs.SE · 2026-04-03 · conditional · none · ref 13

    IndustryCode is the first multi-domain, multi-language benchmark for industrial code generation, with the top model (Claude 4.5 Opus) reaching 68.1% accuracy on sub-problems and 42.5% on main problems.