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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…

The Climate Miles Podcast

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Content provided by Urgenda. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Urgenda or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.

Vanaf 6 oktober wandelt Marjan Minnesma met Urgenda vanuit de Eemshaven in Groningen naar de klimaattop in Glasgow. Onderweg neemt zij The Climate Miles podcast op, waarin zij in gesprek gaat met koplopers in duurzaamheid. Zo lopen er wetenschappers met haar mee, directeuren van bouwbedrijven en netwerkbedrijven, maar ook gaat ze in gesprek met jongeren die zich inzetten voor het klimaat.

… continue reading

30 episoade

#Wetenschap #Maatschappij #Conversaties #Ondernemer #Business #Urgenda

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The Climate Miles Podcast

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Content provided by Urgenda. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Urgenda or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.

Vanaf 6 oktober wandelt Marjan Minnesma met Urgenda vanuit de Eemshaven in Groningen naar de klimaattop in Glasgow. Onderweg neemt zij The Climate Miles podcast op, waarin zij in gesprek gaat met koplopers in duurzaamheid. Zo lopen er wetenschappers met haar mee, directeuren van bouwbedrijven en netwerkbedrijven, maar ook gaat ze in gesprek met jongeren die zich inzetten voor het klimaat.

… continue reading

30 episoade

#Wetenschap #Maatschappij #Conversaties #Ondernemer #Business #Urgenda

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Max van der Sleen (econoom) en Frank Franzen (akkerbouwer) over groene groei 35:56

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Max van der Sleen (econoom) en Frank Franzen (akkerbouwer) over groene groei

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Peter Glas (Deltacommissaris) over zeespiegelstijging 45:30

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Peter Glas (Deltacommissaris) over zeespiegelstijging

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Klaas Timmermans (NIOZ) over zeewier 25:24

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Klaas Timmermans (NIOZ) over zeewier

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Wim de Laat (The Protein Brewery) 27:20

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Dag 23: Dick Weiffenbach (Netbeheer Nederland) over netbeheer 43:28

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Dag 23: Dick Weiffenbach (Netbeheer Nederland) over netbeheer

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Dag 22: Martijn Visser (Lidl) over verduurzaming van retail 19:36

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Dag 22: Martijn Visser (Lidl) over verduurzaming van retail

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Dag 21: Prof. Derk Loorbach over transitiemanagement voor duurzame ontwikkeling 41:06

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Dag 21: Prof. Derk Loorbach over transitiemanagement voor duurzame ontwikkeling

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Dag 20: Maarten van Poelgeest over het verduurzamen van de gebouwde omgeving 32:23

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Dag 20: Maarten van Poelgeest over het verduurzamen van de gebouwde omgeving

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Dag 18: Bas Eickhout (klimaatwetenschapper, EP’er) over het effect van Europa’s Green Deal op Nederland 51:30

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Dag 18: Bas Eickhout (klimaatwetenschapper, EP'er) over het effect van Europa's Green Deal op Nederland

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Dag 17: Pier Vellinga (professor Klimaatwetenschappen) over de lessen van de afgelopen 40 jaar 30:46

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Dag 17: Pier Vellinga (professor Klimaatwetenschappen) over de lessen van de afgelopen 40 jaar

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Dag 16: Pim Kraan (Save the Children) over klimaatvluchtelingen 31:11

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Dag 16: Pim Kraan (Save the Children) over klimaatvluchtelingen

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Dag 15: Onno Dwars (Ballast Nedam) over de bouw van de toekomst 38:18

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Dag 15: Onno Dwars over de bouw van de toekomst

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Dag 14: Arie Koornneef (ASN Bank) over duurzaam bankieren 32:10

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Dag 14: Arie Koornneef (ASN Bank) over duurzaam bankieren

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Dag 14: Caroline van Leenders (RVO Nederland) over het vergroenen van de financiële sector 40:44

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Dag 14: Caroline van Leenders (RVO Nederland) over het vergroenen van de financiële sector

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Dag 13: Jaap Korteweg over zijn duurzame ondernemingen. 39:50

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Dag 13: Jaap Korteweg over zijn duurzame ondernemingen.

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