Scoping review of 23 papers finds fairness in multi-agent AI systems is addressed superficially without robust norms or attention to autonomy and interactions, recommending structural embedding with human oversight.
While AI fairness has been extensively studied in traditional predictive scenarios, its examination in MAAI remains nascent and fragmented
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Where are the Humans? A Scoping Review of Fairness in Multi-agent AI Systems
Scoping review of 23 papers finds fairness in multi-agent AI systems is addressed superficially without robust norms or attention to autonomy and interactions, recommending structural embedding with human oversight.