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Puzzle Lab / Model traps and prompts / Challenge Board2 objects

Puzzle Lab / AI traps

Model traps and prompts

Puzzles that teach LLM boundaries, tokenization, tool use, and prompt-injection thinking.

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  1. AI Lab / AI Failures And Evals / Puzzles Prompt Injection Museum Guard

    An AI reads a web page. The page tries to trick it. What should the AI ignore?

    Intermediate 8 min Active AI Failures And Evals
  2. AI Lab / AI Mechanics / Puzzles Tokenizer Trap

    LLMs read chunks of text called tokens. That makes some simple-looking counting tasks harder.

    Beginner 6 min Active AI Mechanics