For binary questions, combining m specialized LLMs with a Bayesian majority rule improves accuracy, and the paper derives the optimal m that trades accuracy against system delay.
Why do multi-agent LLM system s fail?
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Balancing Information Accuracy and Response Timeliness in Networked LLMs
For binary questions, combining m specialized LLMs with a Bayesian majority rule improves accuracy, and the paper derives the optimal m that trades accuracy against system delay.