Unverified60% confidenceFactExact time
The mixture-of-experts architecture can be traced back to research by Jacobs et al. in 1991; Google's Switch Transformer (2021) and Mistral's Mixtral 8x7B (2023) brought it back into the mainstream.
2
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60%
Confidence
Long-term
Relevance
7/25/2026
First Seen
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Related Claims
VerifiedThe core idea of MoE (Mixture of Experts) can be traced back to the early mixture of experts framework proposed by Jacobs et al. in 1991, and Google's Switch Transformer in 2021 brought it into the era of large-scale language models.74% similarVerifiedThe MoE architecture was first proposed by Jacobs et al. in 1991 and in recent years has been brought back into the mainstream by models such as Google's Switch Transformer and Mixtral.73% similarUnverifiedMoE混合专家架构最早可追溯至1991年的学术论文，谷歌于2021年发布Switch Transformer将专家数量扩展至2048个72% similarVerifiedGoogle's Switch Transformer and Mistral's Mixtral 8x7B are typical representatives of the MoE architecture.70% similar
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