Topic: arithmetic

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Monday, September 7, 2026

research40

Shared circuits predict whether LLMs generalize across formats in arithmetic reasoning

The research shows that language models struggle with generalizing arithmetic problems when presented in different formats, unlike humans who can easily apply solutions across various presentations. This finding highlights the need for improved flexibility and understanding of underlying concepts in artificial intelligence systems.

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