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by Maria Mouschoutzi • Published October 28, 2025 at 02:30 PM
Research

Water Cooler Small Talk, Ep. 9: What Thinking and Reasoning Really Mean in AI and LLMs

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Recent discussions highlight that AI models, including large language models (LLMs), simulate reasoning through pattern recognition and probabilistic inference rather than genuine cognitive processes. Unlike human reasoning, which involves conscious understanding and contextual awareness, AI reasoning is based on statistical correlations learned from vast datasets, emphasizing the fundamental differences in how machines and humans process information.

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