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Contenu fourni par AfterMath - The Math Citadel and The Math Citadel. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par AfterMath - The Math Citadel and The Math Citadel ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
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1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
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 math that powers 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…
AfterMath - The Math Citadel explicit
Tout marquer comme (non) lu
Manage series 2095501
Contenu fourni par AfterMath - The Math Citadel and The Math Citadel. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par AfterMath - The Math Citadel and The Math Citadel ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
AfterMath is the official podcast of The Math Citadel. Join us as we talk current research, general mathematical intrigue, and all our other philosophical concerns. (Expect the occasional segue into the Marvel Cinematic Universe.) Be sure to visit www.themathcitadel.com for our latest posts, videos, book reviews, and more. Business inquiries: http://www.themathcitadel.com/contact/
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5 episodes
Tout marquer comme (non) lu
Manage series 2095501
Contenu fourni par AfterMath - The Math Citadel and The Math Citadel. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par AfterMath - The Math Citadel and The Math Citadel ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
AfterMath is the official podcast of The Math Citadel. Join us as we talk current research, general mathematical intrigue, and all our other philosophical concerns. (Expect the occasional segue into the Marvel Cinematic Universe.) Be sure to visit www.themathcitadel.com for our latest posts, videos, book reviews, and more. Business inquiries: http://www.themathcitadel.com/contact/
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5 episodes
Minden epizód
×Part 2 of our series of conversations inspired by "Quiet" by Susan Cain. In this episode, Rachel and Jason address the mindset and attitude of the business world that sets aside listening and deliberation for fastest talkers and loudest voices. Visit www.themathcitadel.com for our latest research articles, technical commentary, book reviews, and more. We welcome feedback and suggestions for discussion topics. Reach out to us on Twitter at @MathCitadel. Be sure to like this track and follow us if you like what you hear. We are always working to provide more content. Business inquiries: www.themathcitadel.com/contact…
AfterMath Episode 6 kicks off a series of discussions inspired by the novel 'Quiet' by Susan Cain. Rachel and Jason relate their experiences as introverts in an extrovert-minded business world as part of a conversation on the book's first chapter. Visit www.themathcitadel.com for our latest research articles, technical commentary, book reviews, and more. We welcome feedback and suggestions for discussion topics. Reach out to us on Twitter at @MathCitadel. Be sure to like this track and follow us if you like what you hear. We are always working to provide more content. Business inquiries: www.themathcitadel.com/contact…

1 005 - How to Annoy a Mathematician 1 20:03
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AfterMath Episode 5, in which Rachel and Jason air some math grievances. Just what does probability zero mean? Do we really need a symbol for the word "let"? Can a theorem truly be broken? Listen in to find out. Visit www.themathcitadel.com for our latest research articles, technical commentary, book reviews, and more. As mentioned in this episode, check out our post on The Central Limit Theorem at http://bit.ly/2BeZkgX . We welcome feedback and suggestions for discussion topics. Reach out to us on Twitter at @MathCitadel. Be sure to like this track and follow us if you like what you hear. We are always working to provide more content. Business inquiries: www.themathcitadel.com/contact…

1 004 - Brain Wrinkles & Business 1 20:51
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Part 1 of a new series: Brain Wrinkles & Business, in which Rachel and Jason share small lessons learned on the way to starting The Math Citadel, LLC. Visit www.themathcitadel.com for our latest research articles, technical commentary, book reviews, and more. We welcome feedback and suggestions for discussion topics. Reach out to us on Twitter at @MathCitadel. Be sure to like this track and follow us if you like what you hear. We are always working to provide more content. Business inquiries: www.themathcitadel.com/contact…
In this podcast, Jason and Rachel discuss mathematical proofs and how we create them. We go over different types of proofs, proof styles, and why it sometimes takes months to create a single line in an elegant proof. Rachel discusses her favorite moment of discovery while working on her dissertation. Jason shows off his knowledge of Apostol's Mathematical Analysis book. Visit www.themathcitadel.com for our latest research articles, technical commentary, book reviews, and more. We welcome feedback and suggestions for discussion topics. Reach out to us on Twitter at @MathCitadel. Be sure to like this track and follow us if you like what you hear. We are always working to provide more content. Business inquiries: www.themathcitadel.com/contact…
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