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LLM Internals: By Layer 10, Models Don't Know What Language They're Reading, A new blog post reveals that when feeding the same sentence in English and Chinese to an LLM, by layer 10 the model's internal representations become language-agnostic — it's "just thinking." This provides fascinating insight into how LLMs develop universal conceptual representations.

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