These standards govern everything we publish, from daily news to the data we maintain like the AI Coding Leaderboard. They exist so readers, and the search and answer engines that cite us, can judge our trustworthiness by a clear, public bar.
Sourcing & fact-checking
We report from primary sources: the launch post, the research paper, the regulatory filing, the official benchmark, the GitHub release, or the engineering discussion itself, read in full before we write. We prefer official and first-party sources over aggregators, and we link every primary source in the article so you can verify the facts yourself.
- We do not invent quotes, statistics, or events. Numbers, dates, and names are taken from the source and attributed to it.
- We separate reported fact from our interpretation. Analysis and predictions are labelled as ours, not presented as fact.
- For data we maintain (benchmarks, prices, rankings), a figure is only published once it is confirmed against the maker's primary source, an independent evaluation, or the official leaderboard. Unconfirmed figures are marked as such and shown without a number rather than estimated. See the live methodology note on each data page.
- Where sources disagree, we say so, and where we are uncertain, we say that too rather than resolving it with false confidence.
Use of AI, disclosed
We use AI tools for research assistance and first-draft support. We do not publish unreviewed AI output. Every article is read, checked against its sources, edited, and given its point of view by a person before it goes live, and the analysis and opinions are our own. AI is a drafting aid here, not the author of record.
Corrections policy
We work to get things right the first time, and to fix them fast when we do not. If you spot an error, email [email protected] or use our Contact page. When we correct a substantive factual error, we update the article promptly and note what changed and when. Minor typo fixes are made silently. We would rather be corrected than be wrong.
Ownership, funding & independence
GENZ TECH is independently owned and operated, a one-person publication, not a syndication farm or a brand's content channel. It is reader-supported through advertising. Advertising and any future affiliate links never influence which stories we cover or what we conclude about them, and we do not accept payment in exchange for coverage or for a particular verdict. Where a post contains an affiliate link, it is disclosed. How advertising and cookies work is spelled out in our Privacy Policy.
Conflicts of interest
When we write about a product, company, or tool we have a relationship with, or that advertises with us, we disclose it in the piece. Our verdicts are based on the evidence, not the relationship.
Who is accountable
GENZ TECH is written and edited by its founder, Kore. Story tips, corrections, and partnership questions reach him directly via Contact or [email protected].
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