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# Sophie Alpert

**Type:** person  
## Related Articles

- [There are no lossless transformations of natural-language text](https://stuffthatspins.com/spin/there-are-no-lossless-transformations-of-natural-language-text) — August 11, 2026

## Related Claims

- There are no lossless transformations of natural-language text — every rewrite and rephrase changes the meaning of your writing, and if this is done by an entity that doesn’t have the most detailed mental representation of what you personally were trying to communicate, information will be lost.

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