AI RESEARCH
Where are the Humans? A Scoping Review of Fairness in Multi-agent AI Systems
arXiv CS.AI
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ArXi:2604.15078v1 Announce Type: new Rapid advances in Generative AI are giving rise to increasingly sophisticated Multi-Agent AI (MAAI) systems. While AI fairness has been extensively studied in traditional predictive scenarios, its examination in MAAI remains nascent and fragmented. This scoping review critically synthesizes existing research on fairness in MAAI systems. Through a qualitative content analysis of 23 selected studies, we identify five archetypal approaches.