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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 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…
EconTwitter Water Cooler
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Inhoud geleverd door Adam Ozimek. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door Adam Ozimek of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.
Live twitter spaces conversations hosted by Upwork Chief Economist Adam Ozimek (@modeledbehavior) with various participants in Econ Twitter. We will talk about the economy and much more.
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16 afleveringen
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Manage series 3010448
Inhoud geleverd door Adam Ozimek. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door Adam Ozimek of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.
Live twitter spaces conversations hosted by Upwork Chief Economist Adam Ozimek (@modeledbehavior) with various participants in Econ Twitter. We will talk about the economy and much more.
…
continue reading
16 afleveringen
Alle afleveringen
×All things semiconductors with Chris Miller
The future and the city with Richard Florida
The economics of the future office
Remote work and population shifts, with Paul Williams
Innovation hubs, with Mark Muro, Kenan Fikri, and Eric Carlson
Economic dynamism, with John Lettieri and Kenan Fikri
Non-competes, with John Lettieri and Evan Starr
Scott Lincicome
Tim Bartik

1 Episode 7: Chris Arnade 1:04:19
1:04:19
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Chris Arnade
John Lettieri and Ben Steward

1 Episode 5: Noah Smith 1:10:51
1:10:51
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Noah Smith
Mark Zandi

1 Episode 3: - Matt Yglesias 1:05:54
1:05:54
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Matt Yglesias

1 Episode 2: Conor Sen 1:01:00
1:01:00
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Conor Sen
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EconTwitter Water Cooler

1 Episode 1: David Schleicher 1:03:19
1:03:19
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David Schleicher
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