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Large language models struggle with logical reasoning tasks like Sudoku, even with extra help. A study from the University of Colorado at Boulder highlights this limitation and emphasizes the need for transparent explanations from AI. Newer models like OpenAIs GPT-five show improvement but still fall short in true reasoning and spatial understanding. The ability to explain ones reasoning is crucial for trust in AI, especially in critical jobs.

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