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causal inference

Yoshua Bengio: Deep Learning | Lex Fridman Podcast #4

Lex Fridman

In this episode of Lex Fridman Podcast #4, Yoshua Bengio explores the profound differences between biological and artificial neural networks, highlighting a critical mismatch in how they handle credit assignment over long time spans. While current recurrent neural networks can manage sequences with …

Judea Pearl: Correlation and Causation | AI Podcast Clips

Lex Fridman

In this discussion, Judea Pearl distinguishes between correlation and causation, arguing that while probability measures how often events occur together over time or across variables, true understanding requires causal logic. He posits that human intuition naturally seeks a reason for why things var …