# Envisioning Contestability Loops: Evaluating the Agonistic Arena as a Generative Metaphor for Public AI

> Research article (She ji, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4399793353](https://www.wikidata.org/wiki/openalex:W4399793353)  
**Source**: https://4ort.xyz/entity/envisioning-contestability-loops-evaluating-the-agonistic-arena-as-a-generative-metaphor-for-public-ai