hybrid ai systems

François Chollet: Keras, Deep Learning, and the Progress of AI | Lex Fridman Podcast #38

Lex Fridman

François Chollet, creator of Keras and a former researcher at Google, argues against the popular concept of an intelligence explosion in artificial general intelligence (AGI). He contends that this notion relies on a flawed definition of intelligence as an isolated property of a brain, similar to he …

François Chollet: Limits of Deep Learning | AI Podcast Clips

Lex Fridman

François Chollet argues that deep learning models are fundamentally limited because they function as massive parametric systems trained via gradient descent to perform point-by-point geometric morphing between input and output spaces. This architecture forces networks to rely on interpolation, meani …