HUMAI is an independent publication about practical uses of artificial intelligence. We publish guides, explainers, comparisons, and analysis for people who build, design, market, and run digital products.
Our goal is simple: help readers make better decisions about AI without hiding uncertainty, repeating product marketing, or treating every new release as a breakthrough.
What we cover
- AI tools and product workflows
- Software development and design with AI assistance
- Automation for independent professionals and small teams
- Model capabilities, limitations, safety, and governance
- The effects of AI on work, creativity, and digital culture
HUMAI has a large archive. Some older articles were produced under a faster publishing process that did not meet the editorial standard we now require. We are auditing that archive page by page. Articles with useful material are being substantially revised. Overlapping pages are being consolidated. Pages that cannot be supported by reliable evidence are being removed from search or retired.
Our editorial standard
For new and substantially revised articles, we aim to:
- give each page a clear purpose and avoid publishing multiple pages for the same search intent;
- use primary sources for product specifications, policies, research findings, and legal or regulatory claims;
- distinguish verified facts from interpretation, estimates, and opinion;
- remove statistics, quotations, and performance claims that we cannot verify;
- describe tests only when a test was actually performed and its method can be explained;
- state important limitations, dates, jurisdictions, and commercial relationships;
- review the public page after publication for correct links, metadata, accessibility, and rendering.
Word count, keyword density, and a tool-generated content score are not publication goals. A page should answer a real reader's question and add something useful beyond a summary of other pages.
How we use AI
AI tools may assist with research organization, outlining, comparison tables, language editing, or quality checks. They are not treated as evidence. Claims must be checked against suitable sources, and a named human author remains responsible for the published page.
When the way automation was used is material to understanding a specific article, we will explain it in that article. We do not list an AI system as the author.
Updates and corrections
We preserve the original publication date and change the updated date only after a meaningful revision. Small formatting changes are not presented as new reporting.
If you find a factual error, a broken source, an undisclosed conflict, or a statement that needs more context, email hello@humai.blog. Include the page URL and the specific passage. We review correction requests against the best available evidence and update the page when a correction is warranted.
Commercial relationships
Advertising and sponsorship do not buy a positive conclusion or editorial approval. Paid placements must be disclosed to readers. Links included because of payment or another commercial arrangement must use an appropriate rel="sponsored" or rel="nofollow" attribute.
We do not sell ranking credit, guaranteed coverage, or undisclosed insertions into existing editorial articles. More details are available in our advertising and sponsorship policy.
Who publishes HUMAI
Articles identify their responsible author. You can browse the publication's author profiles on the Authors page. We are also improving those profiles so that relevant experience and responsibilities are clearer.
For editorial questions, corrections, or partnership inquiries, use the Contact page.