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Dissecting the Digital Mind: Unveiling the ‘Biology’ of Large Language Models Through Attribution…

  • The burgeoning field of Mechanistic Interpretability aims to reverse-engineer neural networks to understand their internal computations and algorithms.
  • A new approach, detailed in the paper 'On the Biology of a Large Language Model', treats large language models (LLMs) like complex biological organisms.
  • Researchers are dissecting the internal 'anatomy' of LLMs and tracing information flow to uncover the hidden logic within these digital minds.
  • Techniques like Attribution Graphs allow mapping the functional circuits within LLMs, revealing valuable insights.

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