Way Of Talk publishes daily coverage of new AI tools, agent frameworks and generative AI news. This page documents exactly who produces that coverage, how we verify it, how we make money, and what to do if we get something wrong. It applies to every article on the site without exception.
Who we are and who is accountable
The site is produced by the Way Of Talk editorial desk, listed with full bios on our authors page. Every article carries a byline that links to that bio, a publication date, an update date where relevant, and a source list. The desk is editorially responsible for all published content and is reachable at editor@timesofai.com.
Sources on every article
Each article ends with a Sources & further reading section listing the primary references behind it — official documentation, model cards, research papers, vendor announcements and regulatory texts. Inline links point to the exact page a number came from. If a figure is vendor-reported and we could not reproduce it, the text says so.
Fact-checking process
- Claims are traced to a primary source before drafting.
- Pricing, benchmark and availability numbers are re-checked against the vendor's own page on the day of publication.
- Where two credible sources disagree, both are cited and the disagreement is stated in the article.
- Anything we cannot verify is either cut or explicitly labelled as unconfirmed. We do not invent statistics, quotes, testimonials or scores.
Sourcing
- Primary sources first: official documentation, filings and research papers.
- Every statistic is linked to its origin, not to a secondary blog post.
- Where evidence is contested, we say so rather than picking the most dramatic number.
Testing standard
Reviews are based on a fixed test set of real inputs, scored against a rubric written before testing. We record correction time as a first-class metric and re-test after major product changes.
Separation of ads and editorial
Advertising and affiliate partners have no input into article topics, conclusions or scores. Sponsored articles, if published, carry a clear label at the top and are excluded from comparison rankings.
Corrections and updates
Errors are corrected quickly and the update date is shown on the article. Substantive corrections are noted in the text. Report issues via the contact page or editor@timesofai.com.
Use of AI in our workflow
We use AI tools for research assistance, drafting and image creation. Human editors verify facts, rewrite for accuracy and approve every piece. Illustrative images are labelled with descriptive alt text and are not presented as documentary photographs of real events.
How we make money
Way Of Talk is funded by display advertising served through third-party ad networks, and may in future use affiliate links. Advertisers never see articles before publication and never influence topics, verdicts or rankings. Where an affiliate link is used, it is disclosed on the page and never changes the recommendation. Our disclaimer and privacy policy explain advertising and data handling in full.
Complaints, right of reply and takedowns
If you are a vendor or reader who believes an article is inaccurate, email editor@timesofai.com with the URL and the specific claim. We aim to respond within three business days, will correct verified errors promptly, and will publish a right of reply where a factual dispute remains unresolved.
Reader-first commitment
If a popular tool is not worth the money, we say it. Way Of Talk is only useful to readers if the verdicts can be trusted.