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NOOS

Work

Most workplace psychometrics still fail a simple fairness test

Unvalidated quizzes leak into hiring, then quietly sort people by culture, language, and nervousness in an interview — not by the job.

PublishedOriginal observatory2025Worldwide, employer sample

What we conclude

A hiring tool that cannot show its validation file is a rumor with a login. NOOS will sell diagnostics only when the file exists and the candidate can see the kind of score being produced.

What we will not claim

We do not claim that all testing is oppression, or that unstructured interviews are fairer by default.