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title: "legal merger agreement analysis — Stuff That Spins"
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# legal merger agreement analysis

**Type:** topic  
## Related Articles

- [On Measuring Semantic Preservation in Legal Ontology Learning](https://stuffthatspins.com/spin/on-measuring-semantic-preservation-in-legal-ontology-learning) — August 14, 2026

## Related Claims

- We propose an evaluation methodology that addresses this: comparing LLM task performance on source documents against performance on transformed representations, with the difference quantifying semantic loss.

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