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YouTube — Andrej Karpathy

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random chords, how many intersections?

It's time for a new puzzle of the month. Imagine you choose 10 random chords on a circle. The puzzle is, what's the expected number of intersection points inside that circle? And what about if instead it was 100 [music] randomly chosen chords? Hang on, hang on, hang on, I hear…

YouTube — Andrej KarpathyBy: 3Blue1BrownJune 16, 2026 (Jun 16)
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AI Summary & Key Takeaways

  • It's time for a new puzzle of the month
  • Imagine you choose 10 random chords on a circle
  • The puzzle is, what's the expected number of intersection points inside that circle
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