Editorial
We use AI assistance to draft blog content, and we think you should know exactly how. This page describes the actual process behind every article we publish — not a general statement of intent.
Articles on the Paythos blog start as AI-generated drafts. The drafting model is given live web search and is instructed to ground every statistic and non-obvious factual claim in a real source it finds, cited inline as a link. It is explicitly instructed not to invent a statistic, source, or URL — if it cannot find a real one to support a claim, it is instructed to leave the claim out rather than fabricate a citation for it.
No AI-generated draft publishes itself. Every draft is created in an unpublished state and requires a person to review it in our admin panel and explicitly publish or schedule it before it becomes visible on the site. Reviewers check for accuracy, relevance, and whether the piece adds something a reader couldn't already get from a search result.
Where an article states a statistic, a market figure, or a claim that isn't common knowledge, we require a citation to a real, checkable source alongside it. If you find a citation that no longer resolves, or a figure that looks wrong, please tell us — see below.
Where an article credits a named author, that person takes responsibility for the accuracy of the piece as published. Articles without a named author are credited to Paythos as an organisation.
If you spot an error, an outdated figure, or a broken citation in anything we've published, email hello@paythos.tech with the article URL and we'll review and correct it.
Questions about this policy? Contact us at hello@paythos.tech