Noam Chomsky argues language is an internal system for thought, science has limits, and deep learning is engineering, not understanding.

Noam Chomsky — One of the most cited scholars in history, a seminal figure in linguistics, cognitive science, philosophy, and political thought who spent over 60 years at MIT.
Lex Fridman talks with Noam Chomsky about the deep nature of human language as an internal, biologically endowed system rather than merely an external set of noises. Chomsky explains that language is primarily a mechanism for thought and reasoning, and argues that human cognition has both scope and limits rooted in our biology. He draws on the history of science, from Galileo and Newton to quantum mechanics, to argue that some aspects of the world may remain forever unintelligible to us. He is sharply critical of deep learning and neural networks, calling them useful engineering but scientifically empty for understanding language. The conversation closes on human nature, institutions, mortality, and the self-created meaning of life.