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Tips, guides, and insights about document analysis and AI tools.

Legal AI Accuracy Claims: How to Read Them Like a Skeptic

Vendor decks promise 50% faster contract review with no method behind the number. Here's how to pressure-test legal AI accuracy claims before you sign.

·14 min read

The Readability Problem: Why Nobody Reads What They Sign

Length isn't what stops people from reading contracts, density is. A look at readability scores, plain-language rewrites, and where AI summarization actually helps.

·13 min read

AI Ate the Apprenticeship: Who Trains Junior Lawyers Now?

AI is saving lawyers 6% to 20% of their week, but those hours came out of junior training. Here's why the apprenticeship is disappearing, and how to rebuild it.

·9 min read