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The article discusses the limitations of large language models (LLMs) in performing complex tasks, highlighting their inability to engage in abstract reasoning and their tendency to produce responses that lack coherence and depth. The author emphasizes the need for further advancements in AI technology to address these shortcomings and enable LLMs to tackle more complex problems effectively.