An AI-detection disclaimer should not be a shield for exaggerated claims. Its job is to tell people what the tool does, what it does not establish, who will see the result, and what happens next. Clear notices reduce confusion before a review becomes contentious.
Product reference: the public Disclaimer page captured on July 19, 2026.
Last reviewed: July 19, 2026 Use case: institutions, publishers, and product teams presenting AI-detection results to users
Include five statements
- Nature of the output: say whether the result is a probability, signal, or review recommendation.
- Limit: state that the output does not prove authorship, intent, or policy violation.
- Human role: identify who makes any consequential decision.
- Data handling: point to the privacy and retention information that applies.
- Challenge route: explain how someone can correct context or appeal a result.
A concise notice template
“This review provides probability-based signals about writing patterns. It is not conclusive evidence that a person used or did not use an AI system. Any decision is made by a qualified reviewer using additional context. If you believe this result is incomplete or incorrect, you may provide drafts, sources, or an explanation through the stated review process.”
The template must be tailored to the real workflow. Do not state that a qualified reviewer is involved if the system automatically blocks, penalizes, or reports people.
Avoid these claims
- “100% accurate” or “guaranteed detection”
- “This score proves AI use”
- “No appeal is possible”
- “We never retain data” when logs or vendors may retain it
These statements either overpromise or conceal a process that users need to understand. NIST's generative-AI risk profile is a useful reminder that systems should be managed with their limitations and social consequences in view.
Test the notice with a real reader
Ask someone outside the project to answer three questions after reading it: What does the score mean? Who makes the final decision? How can I challenge an error? If they cannot answer, the notice is not clear enough.