Last updated: May 2026
Newzlet uses AI to produce articles. Here is exactly how.
We believe transparency about AI involvement is not just an ethical obligation — it is what distinguishes responsible AI journalism from the spam farms that have given AI content a bad name. This page explains our process plainly.
What AI does in our pipeline
- Topic discovery: An automated system monitors trending topics and scores them for news value.
- Source research: The system locates primary sources for each topic — press releases, research papers, official announcements, news agency reports.
- Drafting: A large language model (currently Claude by Anthropic) drafts the article, synthesising the primary sources with explicit citations.
- Fact-checking: An automated step verifies named entities, statistics, and quoted figures against the cited sources.
What humans do
- Articles that fail automated fact-checking, contain contested claims, or cover unusually sensitive topics are routed to a human review queue before publication.
- A human editor reviews the flagged queue weekly and either approves, corrects, or kills each article.
- All corrections are handled by a human, not the AI.
What the AI does not do
- It does not fabricate quotes. Every quote in an article comes from a cited source.
- It does not invent statistics. Every number is traceable to a primary source.
- It does not write opinion. Articles are news summaries and analysis, not advocacy.
- It does not publish without verification. The pipeline will not publish an article that fails its fact-check step.
Sources
Every article published by Newzlet includes a source list at the bottom of the page. These are the primary sources the AI used to write the article. Readers can verify claims directly against those sources.
Errors and corrections
AI systems make mistakes. If you find a factual error in an article, please contact us. Include the article URL and the specific claim you believe is incorrect. We will investigate within 48 hours and publish a correction if warranted. Our editorial standards page describes our corrections policy in detail.
Model transparency
Each article records which AI model produced it and when. This metadata is available on request.