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Stefan Waldschmidt | Duke Graduate School에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Stefan Waldschmidt | Duke Graduate School 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
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TechSurge: Deep Tech VC Podcast


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 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…
Figuring It Out: Graduate School Podcast
모두 재생(하지 않음)으로 표시
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Stefan Waldschmidt | Duke Graduate School에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Stefan Waldschmidt | Duke Graduate School 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
A podcast miniseries featuring conversations with Duke University graduate students about the opportunities and challenges they face during their journeys through graduate school. Produced by Stefan Waldschmidt for the Duke Graduate School.
…
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3 에피소드
모두 재생(하지 않음)으로 표시
Manage series 1508099
Stefan Waldschmidt | Duke Graduate School에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Stefan Waldschmidt | Duke Graduate School 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
A podcast miniseries featuring conversations with Duke University graduate students about the opportunities and challenges they face during their journeys through graduate school. Produced by Stefan Waldschmidt for the Duke Graduate School.
…
continue reading
3 에피소드
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Figuring It Out: Graduate School Podcast

In the third and final installment of “Figuring It Out,” Christina Davidson (Ph.D.’17 History) talks with host Stefan Waldschmidt (Ph.D.’17 English) about her research on the A.M.E. Church in Santo Domingo and her experience in various Humanities Labs at the John Hope Franklin Humanities Institute. http://feeds.soundcloud.com/stream/333872180-user-586831627-episode-3-christina-davidson.mp3 Show Notes Humanities Labs at the FHI…
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Figuring It Out: Graduate School Podcast

In the second episode of “Figuring It Out,” host Stefan Waldschmidt (Ph.D.’17 English) talks to Zhihui Cheng, a Ph.D. candidate in electrical and computer engineering, about his research, his experience in The Graduate School’s Emerging Leaders Institute (ELI), and mental-health challenges for graduate students, which Cheng and several other students examined as part of their ELI project. Listen to the Episode http://feeds.soundcloud.com/stream/330939434-user-586831627-episode-2-zhihui-cheng.mp3 Show Notes Blog post by Cheng and his ELI teammates about their project on the mental wellbeing of graduate students Information on the Emerging Leaders Institute…
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Figuring It Out: Graduate School Podcast

In the first episode of this podcast miniseries about opportunities and challenges in graduate school, host Stefan Waldschmidt sat down with fellow English Ph.D. student Meghan O’Neil and discussed, among other things, her wanderings across disciplinary boundaries at Duke and seeking mentors outside her own field. http://feeds.soundcloud.com/stream/331743926-user-586831627-figuring-it-out-episode-1-meghan-oneil-english.mp3 Show Notes O’Neil’s Bass Connections projects: Exploring the Intersection of Energy and Peace-Building through Film NC Jukebox…
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