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A multi-agent architecture distributes different capabilities to specially optimized sub-models; the benefit is that each component can be iteratively upgraded independently and failure cases are easier to locate and fix, at the cost of increased system complexity and inter-agent information transfer and state synchronization becoming new failure points.
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9/23/2026
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