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cs.MA2026
Evaluating Multi-Agent LLM Architectures for Rare Disease Diagnosis
Ahmed Almasoud
While large language models are capable diagnostic tools, the impact of multi-agent topology on diagnostic accuracy remains underexplored. This study evaluates four agent topologie…
cs.MA2026
Mapping Human Anti-collusion Mechanisms to Multi-agent AI Systems
Jamiu Idowu, Ahmed Almasoud, Ayman Alfahid
As multi-agent AI systems become increasingly autonomous, evidence shows they can develop collusive strategies similar to those long observed in human markets and institutions. Whi…