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1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
Toista Myöhemmin
Toista Myöhemmin
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Tykätty1:14:43
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…
Green Majority Radio
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Sisällön tarjoaa Green Majority Radio and Green Majority Media. Green Majority Radio and Green Majority Media tai sen podcast-alustan kumppani lataa ja toimittaa kaiken podcast-sisällön, mukaan lukien jaksot, grafiikat ja podcast-kuvaukset. Jos uskot jonkun käyttävän tekijänoikeudella suojattua teostasi ilman lupaasi, voit seurata tässä https://fi.player.fm/legal kuvattua prosessia.
The Green Majority is a multi-platform Canadian environment and politics news show, publishing since 2006. Learn more at www.greenmajority.ca
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565 jaksoa
Merkitse kaikki (ei-)toistetut ...
Manage series 1049670
Sisällön tarjoaa Green Majority Radio and Green Majority Media. Green Majority Radio and Green Majority Media tai sen podcast-alustan kumppani lataa ja toimittaa kaiken podcast-sisällön, mukaan lukien jaksot, grafiikat ja podcast-kuvaukset. Jos uskot jonkun käyttävän tekijänoikeudella suojattua teostasi ilman lupaasi, voit seurata tässä https://fi.player.fm/legal kuvattua prosessia.
The Green Majority is a multi-platform Canadian environment and politics news show, publishing since 2006. Learn more at www.greenmajority.ca
…
continue reading
565 jaksoa
Wszystkie odcinki
×We talk about tipping-point early warning systems, the Indonesian nickel rush, Wet'suwet'en, Mi'kmaq, and Canadian insurance companies. Dave Gray-Donald interviews Reverend Keyanna Jones Moore of Atlanta about the history of Cop City and the legacy of 2020.
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We talk about the Invictus Games, settler colonial policy in Ontario, provincial elections, the EPA, Trump and Musk. Dave Gray-Donald interviews Joël Laforest about tariffs and Calgary’s transit debacle.
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We talk about the Gaza ceasefire and climate news. Dave Gray-Donald interviews Vanessa and Beze Gray about Aamjiwnaang First Nation and the closure of a plant in Chemical Valley.
Dave Gray-Donald of the Grind traces the ups and downs of Trudeau's legacy with fossil fuels. Stefan interviews Sunday Harrison about soil.
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We talk about the professional and managerial class and their influence on the climate movement, as argued in Matthew T. Huber's book, Climate Change As Class War.
Stefan presents a piece exploring his impending fatherhood and the relationship between hope and action in dark times. In the second half we interview Matthew Lie-Paehlke a local climate activist about his new podcast Future Mending Radio: https://koi-flute-sbwh.squarespace.com/podcast. Huge thanks to Yound and Abby Litchfield for the use of their music. Catch both artists on your streaming platform or Yound at Youndmas at the Baby G on December 7th and Abby at https://www.abbylitchfield.ca/. If you are looking for a way to get out and do something on climate action in the city the Lighthouse Collective has a guide program that connects you and your interests with an organization that needs volunteers: https://www.lighthousecollective.ca/guide…
Our monthly Best Of show. Go love yourself, sallow queen.
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