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Law as Science, Science as Law

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Argues that law adopts measurement and AI tools, citing Oliver Wendell Holmes Jr.’s substitution of quantitative for qualitative judgments and Ironclad’s concrete result that shifting to a standard indemnification clause conversion rate increased by 5%. Notes generative AI excels on semi‑structured text with expanding context windows and proposes a Moore’s‑law‑style efficiency where a firm earning $8.8B with 3,828 attorneys could need 3.8 attorneys if output per lawyer scales dramatically.

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