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1 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 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…
In The Elements
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Contenu fourni par In The Elements. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par In The Elements ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
Sharing science through the human lens.
…
continue reading
28 episodes
Tout marquer comme (non) lu
Manage series 1547785
Contenu fourni par In The Elements. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par In The Elements ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
Sharing science through the human lens.
…
continue reading
28 episodes
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In The Elements

We set up a google form for NOAA employees and contractors to submit their testimonies on how they're impacted by the shutdown. Here are their stories. This is quick side track from our second season: Wrath of the Tropics. Sharing science through the human lens. New episodes every month. Follow us on Twitter: Twitter.com/elementspod…
We talked with Hurricane Specialist and Union Steward of the National Hurricane Center, Eric Blake, to discuss how the government shutdown is affecting him, his coworkers, and the Hurricane Center. This is episode 2 of our second season: Wrath of the Tropics. Sharing science through the human lens. New episodes every month. Follow us on Twitter: Twitter.com/elementspod…
Immediately after Hurricane Florence, we sat down three members of the weather community to break down all the complexities of hurricane forecasting and messaging. This is the first episode of season 2 which will focus on the wild past two tropical season. Welcome to In The Elements. We're sharing science through the human lens. New episodes every month. Follow us on Twitter: twitter.com/elementspod .…
Becky and Dakota catch up while discussing what's in store for Season Two! We're sharing science through the human lens. Follow us on Twitter: Twitter.com/ElementsPod.
We're examining what got weather podcasters hooked by the weather bug. Part three of a three part series. We're sharing science through the human lens. New episodes every month. Follow us on Twitter: twitter.com/elementspod.
We're examining what got weather podcasters hooked by the weather bug. Part one of a three part series. We're sharing science through the human lens. New episodes every month. Follow us on Twitter: twitter.com/elementspod.
We're examining what got weather podcasters hooked by the weather bug. Part one of a three part series. We're sharing science through the human lens. New episodes every month. Follow us on Twitter: twitter.com/elementspod.
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In The Elements

Every day meteorologists face verbal harassment. We're here to tell a few of their stories and share their advice. We're sharing science through the human lens. New episodes every month. Follow us on Twitter: twitter.com/elementspod.
Becky and Dakota talk with nearly a dozen meteorologists about the mental health challenges associated with forecasting the weather, day in and day out - part two of two. Get help: https://www.mentalhealth.gov/get-help https://suicidepreventionlifeline.org/ Becky's blog post: https://medium.com/@wx_becks/she-looks-so-happy-how-can-she-be-depressed-bc1fb024d3da…
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In The Elements

Becky and Dakota talk with nearly a dozen meteorologists about the mental health challenges associated with forecasting the weather, day in and day out. Get help: https://www.mentalhealth.gov/get-help https://suicidepreventionlifeline.org/ Becky's blog post: https://medium.com/@wx_becks/she-looks-so-happy-how-can-she-be-depressed-bc1fb024d3da…
We're sharing science through the human lens. New episodes every month. Donate to Hurricane Harvey relief: https://ghcf.org/ Follow us on Twitter: twitter.com/elementspod.
We're sharing science through the human lens. New episodes every month. Follow us on Twitter: twitter.com/elementspod. A huge thanks to Kevin Wagner, Dr. Henri Grissino Mayer, & Tesa Nauman for sharing their stories. We'd like to dedicate this episode to Tesa.
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In The Elements

1 Ep 2: Algal Blooms in the Great Lakes 40:30
40:30
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We're sharing science through the human lens. New episodes every month. Follow us on Twitter: twitter.com/elementspod. Listen to Bugs & Stuff: https://soundcloud.com/cari-ritzenthaler
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In The Elements

1 Ep 1: The Great American Solar Eclipse 37:17
37:17
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We're sharing science through the human lens. New episodes every month. Follow us on Twitter: twitter.com/elementspod.
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