L17) The Complexity Matrix

The **complexity matrix** dissects generation-recognition asymmetry. Explore 6 sub-problems, differential coupling, and sign reversal. Essential reading!

L18) The Sign Reversal

The slogan ‘generating is easy, analyzing is difficult’ is false. Semantic-constrained generation can be exponential, NP-complete, and exceed parsing.

L15) The Formulas of Asymmetry

Generation-parsing asymmetry is mathematical. Discover key formulas: O(n) complexity, Catalan numbers, surprisal. Understand its 6 fundamental dimensions.