Verified80% confidenceFactExact time
The 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.
8
Sources
80%
Confidence
Long-term
Relevance
7/24/2026
First Seen
Sources
阿里开源2.4T Qwen大模型，中国AI席卷全球竞争格局
Related Claims
VerifiedThe 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.83% 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81% similarVerifiedMoE was reactivated in the era of large language models by Google's Switch Transformer (2021) and GLaM.79% similarVerifiedThe MoE architecture concept can be traced back to the 1990s, was reignited in the large model era by Google's Switch Transformer, and has been validated by projects such as Mixtral and GPT-4.78% similar
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