Trading content decides what people do with their money, so how it gets made matters as much as what it says. This page states our process plainly, including the parts that are unfashionable to admit.
AI-assisted drafting, disclosed
Content on this site is drafted with AI assistance and reviewed by a named analyst before publication. We state this rather than implying every word was typed by hand, because the disclosure is a stronger position than the pretence: drafted with AI, verified by traders, and backed by an event log that can be queried is a better claim than any assertion about authorship.
What AI does not do here: it does not generate statistics, it does not decide what a setup resolves to, and it does not appear as an author. Every byline is a person.
The review gate
Every content change goes through pull request and is reviewed by an analyst who trades the market in question. Data-bearing pages carry a reviewer line and a review date under the title. The date changes only when the content changes — a stale page is not refreshed by editing its timestamp, and the build blocks a date bump that is not accompanied by a content change.
Corrections
When we get something wrong we fix it and say so. Corrections are logged with the date, what was wrong and what changed; substantive corrections to a statistic are noted on the page itself rather than quietly patched. A site that publishes numbers has to be more accountable about errors than one that publishes opinions, not less.
What we will not do
- No AI-generated author personas. A fabricated expert is a discoverable fraud, and on a money-related site it is the kind that ends properties permanently.
- No fake freshness. Update dates reflect real content changes. Rotating a date to look current is lying about the one signal a reader uses to judge whether a page is maintained.
- No invented statistics. Covered in full on the methodology page, and enforced in the build rather than in a style guide.
- No purchased links. In finance this attracts exactly the scrutiny a site publishing performance-adjacent numbers cannot afford.
- No scaled pages without computed value. A page that renders with no engine-produced component fails the build. This is the rule that stops a content engine becoming a content mill.
Compliance framing
Everything here is educational. ORIN produces analysis, a bias and a scenario plan; it does not issue instructions to buy or sell, does not place orders, and cannot see your circumstances. Risk-related lessons are reviewed with extra care because they are advice-adjacent, and nothing on this site should be read as a recommendation to trade any instrument.