what is data transparency
7 Hidden Truths That What Is Data Transparency Reveals
Data transparency means making the origins, methodology and usage of datasets openly accessible so stakeholders can assess reliability and fairness; it is a cornerstone of responsible AI and public-sector accountability. In practice it requires organisations to publish provenance records, bias assessments and, increasingly, the raw data itself where privacy permits.