Fingerprints podcast

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

9 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…

Fingerprints

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Every object in the Ashmolean has passed from hand to hand to reach the Museum. In a new podcast, we uncover the invisible fingerprints left behind by makers, looters, archaeologists, soldiers, rulers, curators, and many more. These stories of touch reveal the ways in which the forces of conflict and colonialism have shaped Britain’s oldest Museum. Join the Ashmolean’s curators alongside artists, experts, and community members. Fingerprints will be released on the Ashmolean’s website, on Spotify, Apple, and wherever you get your podcasts, weekly from 21 January 2022 until 25 February 2022. Guests include Bénédicte Savoy, co-author of the Report on African Cultural Heritage, commissioned by Emmanuel Macron; Professor Dan Hicks, of Oxford’s Pitt Rivers Museum; and Simukai Chigudu, one of the founding members of the Rhodes Must Fall campaign.

7 episodes

#Society #Arts #History #Ashmolean Museum #Heritage #Colonial #Restitution #British Museum #Benin #Benin Bronzes #Archaeology #Museum #Museum Studies #Ashmolean #Art History #Oxford #Oxford University #University Of Oxford #Pitt Rivers Museum

Fingerprints

updated 3 years ago

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7 episodes

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