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Decoding Causality
Amir Rafe
10 episodes
1 week ago
Welcome to Decoding Causality, where conversations unravel the mysteries of cause and effect. Inspired by the ideas explored in The Book of Why, this podcast delves into the fascinating world of causal reasoning, counterfactuals, and the science of asking ‘why.’ Each episode breaks down complex concepts into accessible and thought-provoking insights. Perfect for researchers, students, and curious minds, this podcast offers a fresh take on decision-making and discovery.
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Science
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All content for Decoding Causality is the property of Amir Rafe and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Welcome to Decoding Causality, where conversations unravel the mysteries of cause and effect. Inspired by the ideas explored in The Book of Why, this podcast delves into the fascinating world of causal reasoning, counterfactuals, and the science of asking ‘why.’ Each episode breaks down complex concepts into accessible and thought-provoking insights. Perfect for researchers, students, and curious minds, this podcast offers a fresh take on decision-making and discovery.
Show more...
Science
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S1E09. Tracing the Invisible: How Causes Travel Through the World
Decoding Causality
27 minutes 47 seconds
7 months ago
S1E09. Tracing the Invisible: How Causes Travel Through the World

Season 1: The Book of Why

What lies between cause and effect? In this episode, we delve into the concept of mediation, the hidden pathways that connect actions to outcomes. From James Lind’s battle with scurvy to groundbreaking diagrams in intelligence research, we explore how scientists uncover the mechanisms that explain how and why effects occur. When we ask, “Does Drug B prevent heart attacks?”, we’re really asking: “Through what chain of events?” Understanding these chains can mean the difference between truth and tragic error.

We also reflect on the legacy of Barbara Burks—a pioneering woman in science who challenged the norms of her time by visualizing the complex threads of nature and nurture through path diagrams, decades ahead of her field. Why do some causes work directly while others weave through mediators? And how can this knowledge transform scientific policy, medicine, and artificial intelligence?

Join us as we climb deeper into the Ladder of Causation and learn to trace the steps between action and consequence.

🔍 Stay Connected

📧 Email: ⁠⁠⁠amir.rafe@usu.edu⁠⁠⁠

🌐 Website: ⁠⁠⁠https://pozapas.github.io/⁠⁠⁠

🔗 LinkedIn: ⁠⁠⁠https://www.linkedin.com/in/amir-rafe-08770854/⁠⁠⁠

🐦 X: ⁠⁠⁠https://x.com/rafeamir⁠⁠

Decoding Causality
Welcome to Decoding Causality, where conversations unravel the mysteries of cause and effect. Inspired by the ideas explored in The Book of Why, this podcast delves into the fascinating world of causal reasoning, counterfactuals, and the science of asking ‘why.’ Each episode breaks down complex concepts into accessible and thought-provoking insights. Perfect for researchers, students, and curious minds, this podcast offers a fresh take on decision-making and discovery.