Schindler's List with Jordan Hoffman

The Spiel

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

منذ 11 يومًا1:14:43

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1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

منذ عام واحد 1:41:30

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It's a heavy topic, but we somehow found the perfect guest to balance a serious topic with a little humor in noted critic, pop culture journalist, and author Jordan Hoffman (Vanity Fair, New York Daily News, The Times of Israel).

Steven Spielberg's Schindler's List tells the story of Oskar Schindler, a German Industrialist who worked from within the Nazi party to save over 1100 Jews from the concentration camps under the guise of needing their labor. Spielberg's movie was a massive hit, won tons of Oscars, and remains a crucial piece in the preservation of documentation of the Holocaust. It also led to the Shoah Foundation, which works as a living testament to the atrocities that happened during WW2 and beyond.

This episode covers the movie itself, the impact it has had on the world, and how it is potentially received by today's kids.

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