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RESEARCH27

LLMs Corrupt Your Documents When You Delegate

arXiv CS.CLΒ·April 20, 2026

A new study, DELEGATE-52, reveals that Large Language Models (LLMs) degrade documents during delegated workflows, with frontier models corrupting an average of 25% of content. This highlights a significant challenge in trusting LLMs for in-depth professional document editing tasks.

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