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LLM

  • 2 posts
  1. Security

    The Program You Never Read

    You scanned the model's weights and felt safe. But every model ships a second program that runs on every prompt, and almost nobody reads it. On chat-template attacks, and building a scanner for them.

    8 min read

  2. AI

    The model that doesn't generate anything

    I benchmarked TypeSafe's Jev against my own assistant's classifier on 1,123 real prompts. It was 27x faster and 26x cheaper — but the more useful finding was that the accuracy number I started with was measuring the wrong thing.

    11 min read