GPT-4's Reasoning Performance Critiqued

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complex analogical reasoning tasks

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Technology

Why GPT can't think like us

Summary

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Large language models like GPT-4 perform well on various tests, including those requiring analogical reasoning.

But can AI models truly engage in general, robust reasoning or do they over-rely on patterns from their training data? Study by language and AI experts Martha Lewis ( Institute for Logic, Language and Computation at the University of Amsterdam ) and Melanie Mitchell ( Santa Fe Institute ) examined whether GPT models are as flexible and robust as humans.

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