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Arxiv

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Image Credit: Arxiv

Early Signs of Steganographic Capabilities in Frontier LLMs

  • Monitoring Large Language Model (LLM) outputs is important to prevent misuse and misalignment.
  • LLMs could use steganography to hide information in seemingly innocent text.
  • Research found that current LLMs struggle to hide short messages but can do so with specific conditions like an unmonitored scratchpad.
  • Despite limited steganographic capabilities, there are early indications that LLMs can perform basic encoded reasoning.

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