Working with AI

21/08/2026

LLMs Corrupt Your Documents When You Delegate, by Philippe Laban, Tobias Schnabel and Jennifer Neville (Arxiv, 17/04/2026) https://arxiv.org/html/2604.15597v1 “In a Microsoft Research study, researchers simulated long delegated workflows requiring extensive document creation and editing across 52 professional domains, including coding, crystallography, and music notation. After around twenty interactions, AI models significantly degrade the documents. Even the best-performing models corrupt an average of ~25% of the content by the end of long sessions. They alter figures in financial statements, make words disappear…”

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