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News/When LLMs Stop Following Steps: A Diagnostic Study of Procedural Execution in Language Models
arxiv
PublishedMay 22, 2026 at 4:00 AM

When LLMs Stop Following Steps: A Diagnostic Study of Procedural Execution in Language Models

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arXiv:2605.00817v2 Announce Type: replace Abstract: Large language models (LLMs) often achieve strong performance on reasoning benchmarks, but final-answer accuracy alone does not show whether they faithfully execute the procedure specified in a prompt. We study this question through a controlled di

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