AI-Powered Legal Document Tools

The Structural Barriers to AI Lawyers

Hacker News · yread · Posted May 27, 2026 · Reviewed September 1, 2026

“I have a license agreement that I wanted to turn into General Terms and Conditions and they kept failing or rewriting the whole thing from scratch when a competent lawyer would just do a few pinpoint changes”

The entry offers document generation and review to small businesses. He is one, he tried it on a document he actually had, and he names the failure instead of the verdict: the tool would not make a small edit, it kept starting the document over. That is something a builder can act on, which is more than most threads on this subject give. Three reservations, and the first is the largest. The only reply disputes him outright — the same thread has someone reporting the opposite result on standard contracts — and asks whether he used a tool built for legal work; he never answered, so this stands as one person's account with a live objection against it. He names neither the models he tried nor when he tried them. And he is arguing in a thread about whether software can replace lawyers, not looking for a product, so nothing here is a purchase.