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.
system architectures composed of multiple autonomous or semi-autonomous AI-based agents that collaboratively perceive, reason, and act […] within shared, dynamic environments
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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.