Unverified50% confidenceTradeoffExact time
The per-session cost of a multi-agent architecture grows linearly or even super-linearly with the number of concurrent agents.
1
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50%
Confidence
Long-term
Relevance
9/26/2026
First Seen
Sources
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Related Claims
UnverifiedSetting a communication budget in terms of dialogue turns or tokens for multi-agent systems can force the system to converge on decisions within a limited number of interactions, avoiding endless discussion76% similarUnverifiedIn multi-turn Agent conversation scenarios, the number of input tokens grows linearly or even quadratically as the number of conversation turns increases.76% similarUnverifiedToken consumption in multi-agent systems is typically far higher than in single-conversation scenarios, because they involve multiple rounds of dialogue, role switching, system prompts, and context passing.72% similarUnverifiedCompared to traditional human-machine dialogue, the A2A model can run thousands of conversations concurrently, compressing the time cost of sequential processes.71% similar
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