A component-optimized multi-agent system with strong process metrics underperformed simpler configurations in diagnostic accuracy by about 10 points on the same test data.
Large language models for therapy recommendations across 3 clinical specialties: Comparative study.Journal of Medical Internet Research, 25:e49324, Oct 2023
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The Optimization Paradox in Clinical AI Multi-Agent Systems
A component-optimized multi-agent system with strong process metrics underperformed simpler configurations in diagnostic accuracy by about 10 points on the same test data.