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Whitepapers

Whitepapers.

Our thinking in long form. Methodology, architecture, measured claims.

Methodology

Measuring hallucination rates in legal AI.

How we arrived at the under-0.3% claim, what it does and does not mean, and a playbook any firm or competitor can audit against. 800 queries, 22 practice areas, blinded attorney scoring.

Whitepaper · ~12 min read
Read the methodology
Architecture

Self-hosted legal AI: the architecture argument.

Why every competitor calls OpenAI or Anthropic, what that means for ABA Rule 1.6, and what it takes to build a legal AI that does not make a third-party API call during inference.

Whitepaper · ~10 min read
Read the architecture

Read the paper. Then try the product.

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