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1 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…
NPR Illinois Podcast Academy
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Contenu fourni par NPR Illinois. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par NPR Illinois 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.
Click here for more information about Podcast Academy!
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23 episodes
Tout marquer comme (non) lu
Manage series 2601034
Contenu fourni par NPR Illinois. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par NPR Illinois 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.
Click here for more information about Podcast Academy!
…
continue reading
23 episodes
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NPR Illinois Podcast Academy

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NPR Illinois Podcast Academy

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NPR Illinois Podcast Academy

Dr. Larry Golden is a founding member and Director of the Illinois Innocence Project at the University of Illinois Springfield, and current Professor Emeritus of Political Science and Legal Studies at UIS. Dr Golden was recently awarded the 2019 U of I Distinguished Service award for his political activism and work with the Illinois Innocence Project.…
Earlier this month, there was a series of earthquakes that struck California, but there are also ones that tend to hit closer to home.
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NPR Illinois Podcast Academy

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NPR Illinois Podcast Academy

1 WATCH & LISTEN: From Happy Meals to Hospitals:Talking with Ronald McDonald House Program Coordinator 3:15
Shawna Harris is the supervisor of St. John’s Breadline in Springfield, Illinois. Her organization provided over two hundred thousand nutritious meals each year to those who are struggling with hunger within our community. Friends, neighbors, and those facing difficult circumstances depend on St. John’s Breadline to provide a warm meal without shame or stigma.…
University of Illinois Springfield graduate Kayla Ross traveled back to central Illinois as the new 2019 Miss Black Illinois.
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NPR Illinois Podcast Academy

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NPR Illinois Podcast Academy

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NPR Illinois Podcast Academy

Karen Witter is a freelance writer for the Illinois Times and the former President of the Rotary Club.
Hello, I’m Josh Gujjarlapudi for NPR Illinois Podcamp 2019.
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NPR Illinois Podcast Academy

Hello I’M Evan Klein for the 2019 NPR Illinois PodCamp.
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