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Problem classification is pattern recognition, not label memorization

Useful classification is not about saying “this is a binary search problem”. It is about seeing the structural signal early enough to choose the right first direction.

Useful classification is not about saying “this is a binary search problem”. It is about seeing the structural signal early enough to choose the right first direction.

That means noticing:

  • monotonicity
  • repeated subproblems
  • interval structure
  • state reuse