AI output legal review checklist
Publishing AI-generated content shifts legal risk onto you, the publisher. The model can hallucinate facts, reproduce copyrighted phrasing, or drift into regulated advice — and “the AI wrote it” is not a defense. This checklist gives you a scoped, tickable pre-publication review covering the risks that most often catch teams out.
How it works
Tell the tool your content type, where it’s being published, and your jurisdiction. It assembles a checklist from a base set (defamation, IP, accuracy, disclosure) plus items specific to your context — for example, regulated-advice and consumer-protection checks for financial or health content, or stricter disclosure rules for advertising. Tick items as you verify them; the tool tracks completion and flags the high-risk items you should clear first.
The four base risks every AI publisher faces
Defamation and accuracy
AI models can state false facts about real people with complete apparent confidence. A single hallucinated claim — a wrong conviction, a fabricated quote, an invented business relationship — is actionable in most jurisdictions if published. The defamation check requires verifying every factual claim about a named or identifiable person, business, or institution against a reliable independent source, not just checking whether the claim sounds plausible.
Intellectual property
AI output can reproduce training data, including copyrighted text, verbatim or near-verbatim. The copyright status of AI output itself varies by jurisdiction — in several countries purely AI-generated work does not attract copyright protection — but the more immediate risk is that the output contains someone else’s protected expression. The IP check looks for passages that may have originated in copyrighted sources and flags them for independent verification or rewriting.
Regulated advice
The most common way that AI-generated content creates unexpected legal risk is when it crosses from general information into advice that a reader could reasonably treat as professional guidance. A blog post explaining how inheritance tax generally works is usually educational; a post that says “given your situation, you should structure ownership this way” is advice, and producing advice without a professional license can expose the publisher to liability. The regulated-advice check catches language that implies individual guidance.
Required disclosures
Disclosure requirements for AI content are expanding. They currently apply most clearly to political advertising (EU AI Act Article 50), certain commercial contexts under FTC guidance, and platform rules that increasingly require labelling of AI-generated images and video. The disclosure check confirms whether any of these apply to your specific content and format, and what the required wording is.
Notes and tips
- Verify every factual and quoted claim independently — hallucinated facts and fabricated citations are the most common defamation and accuracy failures.
- Disclose AI involvement where required (advertising, some jurisdictions, and increasingly platform rules), and keep records of your review.
- When content gives specific legal, medical, financial, or tax guidance, route it to a qualified professional and add a clear disclaimer rather than publishing raw output.
- Keep a record of your completed review for high-stakes content — the fact that you ran a review process is itself relevant if a complaint is made later.