Unverified50% confidenceFactExact time
AutoGPT于2023年最早将多智能体概念工程化，但因过度依赖LLM自主决策导致可靠性不足
1
Sources
50%
Confidence
Long-term
Relevance
7/12/2026
First Seen
Sources
LangChain四大更新：OpenWiki、语音智能体与子智能体编排全解析
twitterhwchase177/2/2026
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