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Causal Bandits Podcast
Free Will, LLMs & Intelligence | Judea Pearl Ep 21 | CausalBanditsPodcast.com
Aug 12, 2024
In this conversation, Judea Pearl, the godfather of modern causal inference, dives into the complexities of causal reasoning and artificial intelligence. He discusses the influence of human biases on AI's decision-making and the potential future of large language models in scientific experimentation. Pearl emphasizes the importance of bridging causal reasoning with statistical education, using malaria as a case study. He also shares insights on the challenges of implementing evidence-based frameworks in education, advocating for a unified understanding of causality across disciplines.
54:07
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Quick takeaways
- Judea Pearl emphasizes the importance of accurately formulating causal relationships to avoid misleading conclusions, as shown in historical examples like smallpox vaccination.
- The discussion on AI highlights the need for integrating causal reasoning to improve machine learning models, distinguishing human thought processes from computational approaches.
Deep dives
The Growth of the Podcast and Gratitude
The podcast has experienced significant growth over its first season, with 23 episodes recorded in 13 different locations worldwide. It has garnered over 30,000 views and 1,300 subscribers on YouTube, alongside reaching 1,300 monthly downloads on various podcast platforms. This journey is celebrated by the host, who expresses heartfelt gratitude to the listeners for their support throughout the past ten months. The success highlights the engaging nature of the content and the connection formed with the audience.
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