Expired50% confidenceOpinionExact time
The theoretical basis for modern large models such as GPT-4 and DeepSeek continuously scaling up is the combination of the Transformer architecture and scaling laws.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/20/2026
First Seen
Valid until: 10/18/2026(expired)
Sources
Related Claims
UnverifiedCurrent mainstream AI large models such as GPT-4, DeepSeek, and Claude are essentially large-scale language models based on the Transformer architecture.76% similarVerified当前所有主流大模型（GPT、BERT、LLaMA等）都基于Transformer架构75% similarUnverified规模定律的发现直接催生了GPT-3、GPT-4、PaLM等超大规模模型75% similarVerifiedThe core working principle of large language models such as GPT-4, Claude, and Gemini is next-token prediction based on the Transformer architecture.74% similarVerifiedGPT-4和Mixtral等主流大模型也采用了MoE架构73% similar
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