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The Implications of Linguistic Illegibility for LLM Security

What happened

LLMs are trained to generate natural language. However, various strands of evidence indicate that an LLM's externalized linguistic outputs and mechanistically-extracted linguistic features can be an unreliable lens for understanding internal model computation. We introduce the term ``linguistic illegibility'' to broadly refer to scenarios in which an LLM's externalized or mechanistically-probed language artifacts fa…

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Why it's spreading

Timeline

  1. First appeared on Hacker NewsHacker News
  2. Discussion started on LobstersLobsters

Sources