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New MIT study shows what you already knew about AI: it doesn't actually understand anything

  • A new study from MIT reveals that large language models (LLMs), such as those used in powerful chatbots, do not understand anything.
  • MIT researchers developed new metrics to test AI models, focusing on deterministic finite automations (DFAs).
  • The study found that LLMs performed well in providing driving directions in New York City but struggled when faced with detours, revealing a lack of accurate internal models.
  • The research emphasizes that LLMs rely on prediction rather than reasoning and understanding, and their accuracy can quickly diminish in real-world scenarios.

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