The study's findings have significant implications for the development and deployment of AI systems. If LLMs are not capable of genuine logical reasoning, but rather are simply replicating patterns they have observed in their training data, then they may not be as effective in complex or dynamic environments. This has important implications for the use of LLMs in applications such as decision-making, problem-solving, and critical thinking.
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