Last updated: May 2026
How Newzlet produces content
Newzlet is an AI-assisted news publication. This page explains exactly how our content is created, verified, and published — and what standards we hold ourselves to.
Topic selection
Articles are triggered by our content pipeline, which monitors Google Trends, Reddit, Hacker News, and other signals for topics gaining significant attention. Each candidate topic is scored against several criteria: trending velocity, news value, availability of credible primary sources, and whether the topic falls within our covered verticals (AI, consumer tech, startups, cybersecurity, crypto and fintech).
Topics are rejected if they involve medical or legal advice, YMYL (Your Money Your Life) content that could cause harm if inaccurate, or if credible primary sources cannot be found.
Article creation
Approved topics are passed to an AI writing system. The system locates primary sources — press releases, peer-reviewed research, official announcements, regulatory filings — and drafts an article that synthesises those sources with clear attribution. Every claim is tied to a specific source. Articles that cannot be sourced do not get published.
Fact verification
Before publication, each article passes through an automated fact-checking step. Named entities, statistics, dates, and quoted figures are verified against the cited sources. Articles that fail verification or contain uncertain claims are routed to a human review queue rather than published automatically.
Human oversight
Our human editor reviews the flagged queue weekly. Articles held for review are either approved after manual verification, corrected before publication, or spiked if the claim cannot be confirmed.
Corrections policy
We correct factual errors as quickly as possible. Corrections are noted at the bottom of the affected article with a brief description of what changed and why. We do not silently edit articles to remove errors. If you spot an inaccuracy, contact us and we will investigate within 48 hours.
What we do not do
- We do not publish opinion as news
- We do not generate articles on topics where no credible primary source exists
- We do not use AI to fabricate quotes or invent facts
- We do not cover health, financial, or legal advice verticals
- We do not hide our use of AI — see our AI Disclosure