Readers are entitled to know how what they are reading was made. This page sets that out plainly rather than burying it.
How articles are produced
Articles on this site are generated using artificial intelligence. Every one carries the byline AI-Generated and a notice at the end stating that the article was generated by AI. There is no hidden human byline and no pen name.
Each article is written against primary sources: the federal agency that administers the program, or the statute itself. Where an article states a rule, a threshold or a legal protection, we link to that source so you can confirm it and read the detail we summarized. Articles are reviewed before publication for accuracy against those sources, for scope, and to remove anything that reads as advice rather than explanation.
We do not credit an individual as the fact-checker of record, because we would rather describe the process we actually run than attach a name to a claim we could not stand behind. What we will stand behind is the sourcing, the corrections policy below, and keeping the material current.
What that means for you as a reader
- Confirm anything time-sensitive. Thresholds, deadlines, benefit amounts and eligibility rules change, and most vary by state.
- Check with the body that has jurisdiction. The agency administering a program is the authority on how it applies to you.
- Get advice for decisions. Nothing here is legal, medical, tax or financial advice, and we are not a substitute for a professional who knows your situation.
What we will not publish
- Product recommendations. We do not name a best insurer, lender, plan or service, and we do not rank providers.
- Affiliate placements dressed as editorial. Where a link is commercial, it will be obvious.
- Urgency or alarm. These subjects reach people at stressful moments. We write in the register of an explainer.
- Personalized guidance. We cannot assess an individual situation and will not pretend otherwise, including by email.
Sources
Where an article describes a rule, a threshold or a legal protection, we work from the relevant primary source: the Department of Labor, the EEOC, HUD, Medicare and Medicaid Services, the Social Security Administration, the Consumer Financial Protection Bureau, the Federal Trade Commission, and state agencies where matters are governed at state level. We link to those sources where a reader is likely to want to confirm something or read further.
Corrections
If you find an error, tell us and we will fix it. That includes figures that have gone out of date as well as things that were wrong when published. Send the article link and the specific passage to arb@ptl.com. We do not treat a correction request as something to argue with.
Scope
We cover four areas: jobs and careers, home and property, health and senior care, and legal and consumer matters, all for a United States audience. We stay inside that scope deliberately.
Who publishes this site
De Facto Daily is published by Premium Traffic Limited.
| Publisher | Premium Traffic Limited |
|---|---|
| Business address | 2300 Third Floor, Monaco Towers, George Town, Grand Cayman, KY1-1108, Cayman Islands |
| arb@ptl.com | |
| Website | defactodaily.com |