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

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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…

Innovator's Edge Podcast

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Innovator’s Edge podcast is a collection of conversations with insurance innovators and innovation thought leaders

6 episoder

#Business #Innovators Edge

Innovator's Edge Podcast

updated for 5 år siden

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Innovator’s Edge podcast is a collection of conversations with insurance innovators and innovation thought leaders

6 episoder

#Business #Innovators Edge

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Innovator's Edge Podcast

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Risk Management Innovation with Chris Mandel 27:32

for 5 years siden27:32

27:32

Wayne Allen and Chris Mandel, Senior VP of Strategic Risk for Sedgwick and Director of the Sedgwick Institute, discuss the opportunities and challenges for risk managers to improve the value they provide their organizations, and how many risk managers are not being provided with advice and insight on technology innovation that could improve the management of risk.…

Innovator's Edge Podcast

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Bryan Falchuk - The Future of Insurance 29:42

for 5 years siden29:42

29:42

Bryan Falchuk offers his views on the opportunities that insurance industry has to reinvent itself, sharing his experiences and insights and a series of case studies in his new book, titled "The Future of Insurance: From Disruption to Evolution." Bryan has viewed the changes taking place in the industry from the perspective of an advisor, an incumbent and insurtech and believes successful innovation is within reach of all companies. Learn more at http://future-of-insurance.com/…

Innovator's Edge Podcast

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How to Enable Insurance for Pandemic Risk 24:45

for 5 years siden24:45

24:45

Wayne Allen, a principal of IE Advisory, speaks with Zachary Finn, Clinical Professor & Director of the Davey Risk Management & Insurance Program at Butler University, about ideas for providing the US insurance industry with a mechanism similar to TRIA for pandemic risks. This federal backstop would enable insurers to provide coverage for losses caused by pandemic, and create greater certainty and protection for businesses adversely impacted by the spread of and response to COVID-19.…

Innovator's Edge Podcast

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The Human Side of Innovation 29:36

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Innovator's Edge Podcast

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What Makes An Effective Innovation Strategy? 33:52

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33:52

Innovator's Edge Podcast

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Demetrius Gray, WeatherCheck 17:36

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17:36

Demetrius Gray, CEO and Founder of WeatherCheck, describes how his company is creating an opportunity for carriers and agents to take control of potential weather claims and validate and process legitimate claims. WeatherCheck aims to minimize insurance payouts that may be initiated by storm repair companies or other parties seeking to generate compensation for repairs, particularly hail damage, when not warranted by the evidence.…

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The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

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The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

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The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

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