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YouTube — Hugging Face

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I Turned Structured Output Into a Game 🎮

The model’s top prediction can still break the rules. I built Token Arcade to make structured output and constrained decoding easier to understand: see the next-token probabilities, pick a card, and find out whether it’s allowed. Watch a capital letter break the “heads or tails”…

YouTube — Hugging FaceBy: Hugging FaceOctober 13, 2026 (Oct 13)
Available in 1 languages

AI Summary & Key Takeaways

  • The model’s top prediction can still break the rules
  • I built Token Arcade to make structured output and constrained decoding easier to understand: see the next-token probabilities, pick a card, and find out whether it’s allowed
  • Watch a capital letter break the “heads or tails”…
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