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LLM Sandboxing: Early Lessons Learned

LLM Sandboxing: Early Lessons Learned

Doublespeak.chat is a text-based AI escape game where players attempt to extract a secret name from the OpenAI's Large Language Model (LLM).

  • In the first two weeks since its launch, the developers have learned that LLMs cannot do math but are more reliable when they output the intermediary steps to solving a problem, and that the GPT-4 can be used to "oppress" ChatGPT in a game.
  • The developers plan to add more challenging levels to the game and make it more representative of real-world conditions.


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The FAUN watches over the forest of developers. It roams between Kubernetes clusters, code caves, AI trails, and cloud canopies, gathering the signals that matter and clearing out the noise.
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