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TechSurge: Deep Tech VC Podcast
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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 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…
The Hydrogen Podcast
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Manage series 2903330
Innehåll tillhandahållet av Paul Rodden. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Paul Rodden eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.
Welcome to The Hydrogen Podcast! This show is for energy investors and analysts who want to learn about how hydrogen is driving the evolution of energy. We will drill down into the hydrogen market and discuss where capital is being deployed and where financial opportunities are developing. Learn from Paul Rodden, the hydrogen consulting expert that is on the speed dial of billionaire oil magnates and is dialed in to the advances and financial opportunities that hydrogen presents in the energy market. Inside each episode, Paul interviews thought leaders who are invested in the future of energy and driving the hydrogen market to new heights. He also shares his insights on the current opportunities and developments with complete transparency. From overall strategy, to future casting, to lessons learned, Paul will be your guide as you explore the concept of hydrogen as a fuel source, the advancements in the industry (present and future), and the economic opportunities that are available for potential investors.
…
continue reading
413 episoder
Markera alla som (o)spelade ...
Manage series 2903330
Innehåll tillhandahållet av Paul Rodden. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Paul Rodden eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.
Welcome to The Hydrogen Podcast! This show is for energy investors and analysts who want to learn about how hydrogen is driving the evolution of energy. We will drill down into the hydrogen market and discuss where capital is being deployed and where financial opportunities are developing. Learn from Paul Rodden, the hydrogen consulting expert that is on the speed dial of billionaire oil magnates and is dialed in to the advances and financial opportunities that hydrogen presents in the energy market. Inside each episode, Paul interviews thought leaders who are invested in the future of energy and driving the hydrogen market to new heights. He also shares his insights on the current opportunities and developments with complete transparency. From overall strategy, to future casting, to lessons learned, Paul will be your guide as you explore the concept of hydrogen as a fuel source, the advancements in the industry (present and future), and the economic opportunities that are available for potential investors.
…
continue reading
413 episoder
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