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There are no lossless transformations of natural-language text

Sophie Alpert shares an internal policy on accepting AI-generated writing for engineering documentation. The post argues that text transformations are inherently lossy because models lack the author's exact mental representation. Developers must maintain full ownership and accountability for every idea and sentence in shared technical documents.

Simon Willison·Aug 11, 2026

Opening Kapyn…