# From transparency to accountability of intelligent systems: Moving beyond aspirations

> Research article (Data & Policy, 2022) · cited 47× · AI/ML

**Wikidata**: [openalex:W4212817927](https://www.wikidata.org/wiki/openalex:W4212817927)  
**Source**: https://4ort.xyz/entity/from-transparency-to-accountability-of-intelligent-systems-moving-beyond-aspirations