How we work

Sources and AI-use policy

How Kaam Ki AI sources facts, labels uncertainty and uses AI in its writing.

Last updated 6 Oct 2026

Sources

  • Every number and factual claim has a named, linked source, listed at the end of the article with the date we checked it where we have it.
  • We prefer primary sources: official announcements, policy documents, model cards and papers. News reports are named as such.
  • When the only evidence is a company's or an author's own testing, we say so ("the authors report", "according to OpenAI").
  • If we can't source a claim, we leave it out.

Targets are not results

When we write about policies and plans, we label targets as targets. A goal in a policy document is not evidence that it has happened.

How we use AI

We use AI tools to help draft and format articles from the sources we cite. Some articles also appear as posts on our LinkedIn page. Every figure, quote and link is checked against the listed sources before publishing, and readers can send corrections through our contact page. Articles drafted this way say so at the end.

Corrections

We fix errors in place and add a dated note at the end of the article. Report one via the contact page.

Independence

We are not paid to feature any tool. If that ever changes, the content will be clearly labelled "Sponsored", and affiliate links will be disclosed.