How We Use AI

NarratedIndie pages are drafted with AI assistance, working from cited sources. They are checked by automated checks and by independent AI cross-checks. Unbounded Frontier LLC decides what is published. No human subject-matter expert has reviewed these pages, and none is claimed.

What AI does here

AI tools help draft the text from source material that has been gathered and dated. They also help check drafts: automated checks look for things like duplicate titles, broken internal links and banned phrasing, and separate AI cross-checks compare claims against the sources.

What AI does not do

AI tools do not supply facts. Every price, limit, rule and date must trace to a cited source, usually the primary page of the vendor or store, read on the date shown. If a source could not be read, the page says so rather than filling the gap. See the research method.

AI is not used to invent quotes, customers, test results, credentials or reviews. No test results exist on the site, because no original tests have been run.

What the limits are

Automated and AI checks catch some errors and miss others. They are not a substitute for an expert reading, and a page can still be wrong. AI cross-checks can share blind spots with the AI that drafted a page.

Who decides what is published

Unbounded Frontier LLC decides what is published. Do not assume that any page has had individual human review. Nothing here is a claim of professional credentials in law, publishing or audio engineering.

If you spot a mistake

Tell us through the contact page or read how the corrections process works. The rules for sources and verdicts are in the editorial policy. The home page lists the site sections.