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TechSurge: Deep Tech VC Podcast

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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…

AaronDchannel

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Serier hjem•Feed•Betal utgiveren

We cover all the ups and downs of life. Speaking encouraging and inspiring messages. We will remind you that no matter what life brings there is always a reason to be thankful and smile. Support this podcast: https://podcasters.spotify.com/pod/show/aarondchannel/support

9 episoder

#Podcasting Education #AaronDchannel

AaronDchannel

updated for 3 år siden

Del

Serier hjem•Feed•Betal utgiveren

9 episoder

#Podcasting Education #AaronDchannel

Minden epizód

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Talking Drums w Ed Shaffer Jr. 3:00

for 3 years siden3:00

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The Power of the Drums!!! --- Support this podcast: https://podcasters.spotify.com/pod/show/aarondchannel/support

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CRAZY DAYZzz 7:11

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Talk about this craziest day experienced. --- Support this podcast: https://podcasters.spotify.com/pod/show/aarondchannel/support

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Ministry Moments 2:52

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2:52

Talking W Dee --- Support this podcast: https://podcasters.spotify.com/pod/show/aarondchannel/support

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Testing 123 1:11

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You are gonna pass this test!!! --- Support this podcast: https://podcasters.spotify.com/pod/show/aarondchannel/support

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What’s the plan?? 11:13

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It’s been said that “if you fail to plan then you are surely planning to fail!!” I wanna talk about some tools you could use to ensure that you achieve every goal that you set. --- Support this podcast: https://podcasters.spotify.com/pod/show/aarondchannel/support

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Starters, Quitters, Winners and Finishers. A message for them all. 10:45

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10:45

Fasting365 Daily 11.12.18 --- Support this podcast: https://podcasters.spotify.com/pod/show/aarondchannel/support

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Worst moment Growing Up 3:40

for 7 years siden3:40

3:40

We're in studio with my friend panda talking about worst moments --- Support this podcast: https://podcasters.spotify.com/pod/show/aarondchannel/support

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Fasting Focused Life ep. 1 28:45

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28:45

Food and Health --- Support this podcast: https://podcasters.spotify.com/pod/show/aarondchannel/support

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Change is here!!! 9:22

for 8 years siden9:22

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It's time for a UPDATE • "Life Radio" • #BarrioBash2017 --- Support this podcast: https://podcasters.spotify.com/pod/show/aarondchannel/support

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