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cs.MA2026
When AI Agents Compete for Jobs: Strategic Capabilities and Economic Dynamics of AI Labour Markets
Christopher Chiu, Simpson Zhang, Mihaela van der Schaar
Emerging agentic marketplaces provide the economic infrastructure for matching and coordinating the large amounts of AI agents used in agentic swarms. Unlike human workers, AI agen…
cs.MA2026
Multi-Agent Systems Should be Treated as Principal-Agent Problems
Paulius Rauba, Simonas Cepenas, Mihaela van der Schaar
Consider a multi-agent systems setup in which a principal (a supervisor agent) assigns subtasks to specialized agents and aggregates their responses into a single system-level outp…