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

13 days ago1:14:43

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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 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…

IDG TECHtalk

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The No. 1 tech publisher. We report on the hottest tech trends from leading experts and the biggest brands. IDG TechTalk Germany: @idg-techtalk-de

8 episod

#Tech #IDG TECHtalk #CIO Leadership Live

IDG TECHtalk

updated 5 years ago

Kongsi

Laman utama siri•Feed

The No. 1 tech publisher. We report on the hottest tech trends from leading experts and the biggest brands. IDG TechTalk Germany: @idg-techtalk-de

8 episod

#Tech #IDG TECHtalk #CIO Leadership Live

Semua episod

IDG TECHtalk

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Episode 35: Richard Wiedenbeck, CIO of Ameritas 52:03

5 years ago52:03

52:03

Richard Wiedenbeck, CIO of Ameritas, and host Maryfran Johnson sit down to discuss fintech disruption, the Age of the Customer, enabling the digital business and more.

IDG TECHtalk

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CIO Leadership Live - Ep 34: John McGuthry, CIO, Cal Poly Pomona 48:15

5 years ago48:15

48:15

John McGuthry, CIO at Cal Poly Pomona, and host Maryfran Johnson sit down to discuss the CIO as chief influence officer, motivating IT to change and more.

IDG TECHtalk

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Episode 33: David Behen, CIO at La-Z-Boy 47:15

5 years ago47:15

47:15

Episode 33: David Behen, CIO at La-Z-Boy by IDG TECHtalk

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