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We are finally beginning to understand how LLMs work: No, they don't simply predict word after word

  • Anthropic has developed a technique called circuit tracing to uncover the inner workings of its large language model (LLM) called Claude 3.5 Haiku.
  • Circuit tracing is a new technique that allows researchers to track how an AI model processes information step by step, revealing unconventional methods used by LLMs.
  • Claude demonstrated the ability to apply abstract concepts across different languages and use unconventional methods to perform mathematical calculations.
  • The research findings show that LLMs have more foresight and do not solely rely on predicting words in sequence.

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