Sebastian's Pub podcast

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

vor 5 Tagen1:14:43

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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…

Sebastian's Pub Podcast

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10 Episoden

#Sports #Miami #Pub #Football #Basketball #Baseball #Vishnu Parasuraman #Sports News #Hurricane #Sebastian

Sebastian's Pub Podcast

updated vor etwa einem Jahr

Serie-Home•Feed

This site is to contain the iTunes RSS feed for Sebastian's Pub Podcasts

10 Episoden

#Sports #Miami #Pub #Football #Basketball #Baseball #Vishnu Parasuraman #Sports News #Hurricane #Sebastian

Alle Folgen

1
In Search of a Touchdown

vor 1 year

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Miami is toothless in a loss to NC State. With Florida State up next, what do they do at QB? https://archive.org/download/20231109-ncsureview-fsupreview/20231109_NCSUReviewFSUPreview.mp3

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Bowl Eligible

vor 1 year

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Miami survives Virginia. Can they do the same against NC State? https://archive.org/download/2023-uvarev-ncsuprev/2023_UVARevNCSUPrev.mp3

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13 Years in the Making

vor 1 year

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Miami host Virginia after beating Clemson. https://archive.org/download/20231026-spclem-uva/20231026_SPClemUVA.mp3

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Collapsing Under the Weight of Mistakes

vor 1 year

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The Canes implode in a mistake-filled loss to UNC. With Clemson on deck, is the season unraveling? https://archive.org/download/20231020-sp-uncclemson/20231020SP_UNCClemson.mp3

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The Start of ACC Play

vor 1 year

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The Canes fall to Georgia Tech in the flukiest way possible. Can they recover for UNC? https://archive.org/download/20231012-gtuncsp/20231012_GTUNCSP.mp3

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The Start of ACC Play

vor 1 year

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The Canes host Georgia Tech to open ACC Play. https://archive.org/download/20231006-accplay-opens/20231006_ACCPlayOpens.mp3

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The Canes Dominate Temple to Get to 4-0

vor 1 year

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The Canes stomp Temple heading into the bye week. https://archive.org/download/20230928-temple-review/20230928_TempleReview.mp3

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The First Road Game

vor 1 year

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The Miami Hurricanes handle business against Bethune-Cookman. With the first road game at Temple on the horizon, what should we expect? https://archive.org/download/bethunereviewTemplePreview/bethunereviewTemplePreview.mp3

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The Canes Dominate Texas A&M

vor 1 year

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Miami dominates Texas A&M to go 2-0. https://archive.org/download/20230913-tamureview/20230913_TAMUReview.mp3

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Texas A&M Preview

vor 1 year

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The Miami Hurricanes host Texas A&M. We review what Miami(OH) might have told us and how that might translate to this week’s game. https://archive.org/download/20230907-tamupreview/20230907_TAMUPreview.mp3

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Sebastian's Pub Podcast

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Podcasts, die es wert sind, gehört zu werden

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