Editorial Standards

Content published on Projunicorn.org is reviewed for factual accuracy before publication. We distinguish between established information (cited with sources), current best practices (attributed to recognized frameworks) and editorial perspective (identified as such).

Use of AI Assistance

Some content on this site may be drafted with the assistance of AI writing tools. All AI-assisted content is reviewed, edited and verified by the editorial team before publication. AI assistance does not reduce our responsibility for accuracy.

Corrections

We correct errors promptly. If you identify an error, use the contact form to submit a correction request with the specific claim and the accurate information with a source. Confirmed corrections are made to the content with a correction notice where appropriate.

Source Attribution

We attribute specific claims to named sources. Generic attributions ("experts say") are not used. Where we reference research, standards documents or government publications, we identify the source and link to it where accessible.

Content Updates

Technology and regulatory landscapes change. We review and update content periodically to reflect current information. Pages include an "Updated" date. Readers who identify outdated information can submit corrections through our contact form.

Conflicts of Interest

This site does not accept sponsored content, paid reviews or compensation for editorial coverage. We do not maintain commercial relationships with technology vendors we cover. We have no financial interest in any vendor mentioned in our guides. External links to commercial products or services are editorially selected based on relevance, not compensation.

External Links

Links to external sites are included when they provide genuine value to readers. We periodically review external links for continued relevance. We are not responsible for the content of external sites. Links to external sites do not constitute editorial endorsement of all content on those sites.

Independence Notice

Projunicorn.org is fully independent. It is not affiliated with any previous organization associated with this domain, including the Project Unicorn initiative or InnovateEDU.