AWS Executive Insights podcast

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

cách đây 5 ngày trước1:14:43

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1:14:43

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…

AWS Executive Insights

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The Executive Insights podcast, brought to you by AWS (Amazon Web Services), features peer-to-peer conversations between business executives on innovating for growth, building resiliency, and shaping the future of their organizations.

Learn more at AWS Executive Insights and follow us on LinkedIn. For video versions of these and other conversations, subscribe to our YouTube playlist.

215 tập

#Tech #Amazon Web Services #Business #Machine Learning #Cloud IT #Innovation #Workplace Culture #Artificial Intelligence #Digital Transformation #Enterprise #STEM #Leadership #Executive #Technology

AWS Executive Insights

18 subscribers

updated cách đây 5 ngày trước

Chia sẻ

Trang chủ series•Feed

Learn more at AWS Executive Insights and follow us on LinkedIn. For video versions of these and other conversations, subscribe to our YouTube playlist.

215 tập

#Tech #Amazon Web Services #Business #Machine Learning #Cloud IT #Innovation #Workplace Culture #Artificial Intelligence #Digital Transformation #Enterprise #STEM #Leadership #Executive #Technology

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Leading with Humanity: A Conversation with Amazon Board Member Edith Cooper 29:45

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