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

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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…

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Jay Cliffen sits down for a one-on-one interview with all:ambient today! Jay's spontaneous, adventurous work in the ambient genre is a direct reflection of his curious self. We explore tape loops, former lives as drummers, new studio construction, and a whole lot more. Don't miss it!

The all:ambient podcast is an extension of ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠all-ambient.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ – the best site to license ambient/cinematic music for your next film, video, or creative project. Podcast exclusive – use code ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠PODCAST25⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ to get 25% off any purchase at ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠all-ambient.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Premium music, curated bundles, and a streamlined experience just makes life better for anyone looking to license some of the best music out there. the all:ambient podcast is an inside look at the incredible artists in ambient music, digging into creative processes, hearing untold stories, and following the rabbit trail to wherever that conversation may lead. Don't forget to leave a review and text a friend or fellow musician about the podcast. We really appreciate it!

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the all:ambient podcast