If you want a specific example of why many researchers in machine learning and natural language processing find the idea that LLMs like ChatGPT or Claude are "intelligent" or "conscious" is laughable, this article describes one:
news.mit.edu/2025/shortcoming-…
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Researchers discover a shortcoming that makes LLMs less reliable
MIT researchers find large language models sometimes mistakenly link grammatical sequences to specific topics, then rely on these learned patterns when answering queries.MIT News | Massachusetts Institute of Technology