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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 math that powers 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…

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Watkinsville First Baptist Church

Watkinsville First Baptist Church

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7 days ago7d

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Based just outside Athens, GA, we glorify God by making wholehearted followers of him. Visit watkinsville.org for more info. Most podcasts from Pastor Carlos Sibley.

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The Light Watkins Show

Light Watkins

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a day ago1d

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Have you been dreaming of helping people in a meaningful way, but can’t get past your deepest insecurities or self doubt? The truth is: every change maker has to confront those same fears. The Light Watkins Show is a weekly interview podcast that unpacks the experiences of regular folks who have navigated dark and uncertain times in order to help improve the lives others. Light candidly shares these stories in the hopes of igniting your inspiration so you can start living your purpose! Light ...

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Watkins Media

Watkins Media

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7 years ago7y

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Podcast by Watkins Media

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Timothy Watkins Program

Timothy Watkins

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4 years ago4y

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Hey check this out, It's fucked up. Support this podcast: https://podcasters.spotify.com/pod/show/timothy-watkins/support

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Eric Watkins

Eric Watkins

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7 years ago7y

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Welcome to the Eric Watkins podcast, where amazing things happen.

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Paulo Watkins

Paulo Watkins

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7 years ago7y

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Welcome to the Paulo Watkins podcast, change your life by changing your mind

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The Don Watkins Show

Don Watkins

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Philosophy, art, and the quest for meaning. Hosted by keynote speaker and best-selling author Don Watkins. Support this podcast: https://podcasters.spotify.com/pod/show/don-watkins/support

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The Late Sub with Claire Watkins

Just Women’s Sports

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about a year ago9w

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The Late Sub with Claire Watkins brings you the latest news and freshest takes in women’s sports. This is the weekly rundown you’ve been missing, covering the USWNT, NWSL, WNBA, college hoops, and whatever else is popping off in women’s sports each week. Special guest appearances with the biggest names in women’s sports make The Late Sub a must-listen for every fan. You can find every episode of the Late Sub on Apple Podcasts, Spotify, YouTube or wherever you get your audio. Follow Claire on ...

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Watkins Rd COC Podcast 2

Sabin V Johnson

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7 years ago7y

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Our podcast consist of various sermons.

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Call Me Watkins

Joanne Watkins

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3 years ago3y

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A podcast about English literature texts for senior high students. I am a teacher of senior English and Literature in Melbourne, Australia but have also taught at schools in New South Wales and in Oxford in the UK. If you're wondering about the title of the podcast, it's a reference to my name, Mrs Watkins and what many regard as the best opening line to a book: "Call me Ishmael" from Herman Melville's "Moby Dick".

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What Would June Dally-Watkins Do?

Jodie Bache-McLean

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2 years ago2y

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Applying June Dally-Watkins' old school approach to modern manner dilemmas. Australia’s own expert in etiquette and deportment, June Dally-Watkins, has created a legacy that is unforgettable. Encouraging her students to be the best versions of themselves, Miss Dally was no stranger to the power of good manners and now we’re sharing that with you. ‘What Would June Dally Watkins Do?’ asks Jodie Bache-Maclean, the manager of June Dally Watkins, how to apply Miss Dally’s highly revered approach ...

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Employee Retention Credit Masterclass with Travis Watkins

Travis W. Watkins

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2 years ago2y

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Don't be that business owner left scratching your head, wondering why your industry colleague got $400,000 and you didn't when the Employee Retention Tax Credit fully sunsets in 2024. In this limited focus, ERC Masterclass, listen as tax attorney and ERC specialist, Travis Watkins, bust through the rumors and the complexity of the ERC, so you can get to that free $26,000 per employee you kept during the pandemic and beyond, before the program is gone forever.

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The Nick Watkins Show

The Nick Watkins Show

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7 years ago7y

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This sports podcast focuses on all things related to sports. I'm a small sports fan from Ohio so the bulk of our content can come from the Reds, Browns, Blue Jackets, and Cleveland Cavaliers. Since we are called "The Assortment," we talk anything sports regardless of the team. We hope you all enjoy listening.

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Melanie Watkins

Electrical Essence

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5 years ago5y

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EXPRESS YOUR UNIQUENESS! I am an astrological adviser, Ordained Metaphysical Practitioner. I have been life coaching for over ten years. I am an advocate for the unique expression of who we are on an individual soul level. I have spent over 20 years deeply dedicated to learning and understanding Astrology & numerology and the mixed styles and methods I am diverse in life coaching, mostly specialize in personal empowerment coaching and guidance, for couples and individuals. Power of the soul ...

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Mud Stories with Jacque Watkins - Messy moments worked for our good

Jacque Watkins interviews Lysa TerKeurst, Shauna Niequist, Michele Cushatt,

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8 years ago8y

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Mud Stories with Jacque Watkins is a podcast dedicated to bringing you inspiration in your muddiest moments, hope to make it through your mud, and encouragement for you to know, you are not alone. Jacque interviews author types--Lysa Terkeurst, Shauna Niequist, Michele Cushatt, Shannon Ethridge, Holley Gerth, Amber C. Haines, Emily P. Freeman and many more--as well as non-author types, as they share their stories of mud and we explore how even our messiest muddy moments can be worked for our ...

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Daniel Radcliffe, Jane Goldman and James Watkins: Meet the Filmmakers

Apple Inc.

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13 years ago13y

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Actor Daniel Radcliffe (Harry Potter), screenwriter Jane Goldman (Kick Ass) and director James Watkins (Eden Lake) discuss their new movie The Woman In Black, based on Susan Hill's best selling novel. Young London solicitor Arthur Kipps (Radcliffe) is forced to leave his three-year-old son and travel to the remote village of Crythin Gifford, but when he arrives at the creepy old mansion, he discovers dark secrets in the villagers’ past, and a mysterious woman dressed all in black. Moderated ...

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