Decoding Causality

S1E10. Can AI Ask Why? The Final Frontier of Causal Reasoning


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Season 1: The Book of Why

As Season 1 comes to a close, we explore the convergence of big data, artificial intelligence, and the age-old question of “why.” While machines have become astonishingly good at pattern recognition, they still struggle with the essence of human understanding: causal reasoning. In this episode, we reflect on how the Causal Revolution challenged traditional statistics and ask whether AI can ever truly emulate human curiosity and imagination.

What does it take for machines to not only predict outcomes but explain them? Can we teach AI to distinguish correlation from causation—or even reason about counterfactuals? Join us for a thought-provoking finale as we examine the future of causal thinking in a world increasingly driven by data and algorithms.

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Decoding CausalityBy Amir Rafe