The chapter delves into various linguistic frameworks, including phrase structure grammar and dependency grammar, to understand language rules complexity. It discusses Noam Chomsky's contributions, movement in grammar, and the challenges posed by different theories in language learning. The conversation also highlights the preference for dependency grammar over phrase structure grammar in analyzing sentence generation and word dependencies.