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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…
#127 Melange Basement
Manage episode 449120958 series 2773777
Inhoud geleverd door Nick Zentner. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door Nick Zentner of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.
Nick workshops new ideas involving the basement rock in the South Cascades.
121 afleveringen
Manage episode 449120958 series 2773777
Inhoud geleverd door Nick Zentner. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door Nick Zentner of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.
Nick workshops new ideas involving the basement rock in the South Cascades.
121 afleveringen
Alle afleveringen
×Nick brainstorms for the upcoming Downtown Lectures
Nick shares new ideas on the Breakoff Belt Magmas in Washington’s Cascade Range.
Nick workshops new ideas involving the basement rock in the South Cascades.
Nick learns new things about a pluton north of Seattle.
Nick has surprisingly old geology stories from Mount Rainier.
Nick reports on his new appreciation for the Idaho Batholith.
Nick wonders if Idaho had Cascade Volcanoes before Washington did.
Nick visits outcrops near Mount Rainier.
Nick recaps a recent Mt St Helens trip.
Nick returns! The birth of the Cascades is the topic.
Nick is interviewed by Spokane Community Radio.
Nick reports on a satisfying winter project: The Ice Age Floods A to Z
Nick announces the start of a new YouTube livestream series.
Nick reports on a memorable weekend with Brian Atwater.
Nick shares the inside scoop on a potential breakthrough.
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