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TechSurge: Deep Tech VC Podcast


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…
Overreactions vs. Reality.
Manage episode 463479579 series 2910553
Content provided by The Jeff Ward Show. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by The Jeff Ward Show 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://player.fm/legal.
Schotty. Jones. Chiefs and Bills.
To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
3409 episodes
Manage episode 463479579 series 2910553
Content provided by The Jeff Ward Show. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by The Jeff Ward Show 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://player.fm/legal.
Schotty. Jones. Chiefs and Bills.
To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
3409 episodes
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1 What to make of a star’s meltdown?/ NFL teams to buy, sell, or hold. 25:32
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Are you buying the sobbing?/ Who’s rising or falling in the NFL? To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow

1 Is the blimp safe? (Yes, the blimp.)/ Why Texas was given the easiest SEC schedule? 30:57
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A ride on the blimp over Austin./ The reason Oklahoma was screwed over. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
Jerry Jones’ problem? He’s cheap. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
What stuck with us post Covid? To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
Stop dancing and start winning. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
Yes, it’s that bad. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
Under the radar coaches. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
A legacy making last move. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
Good luck getting a stadium. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
A baton to the head? To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
The “all-in” free agent market. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow

1 College football’s first $10 million player. 16:06
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Arch Manning can name his price. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
The shows that paved the way. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
Mark Cuban. Arch Manning. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
Is the CFB blue-blood irrelevant? To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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Great movie. Bad voice. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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The most overused term in sports. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
The Trump ideology IS tariffs. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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A possible $30 million To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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1 Is Bill Belichick being blackballed?/ NFL Draft “psychobabble.” 19:57
19:57
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Why would “Hard Knocks” bail?/ Stop “overanalyzing” quarterbacks. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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Uber’s end game? To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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Worth how much? To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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The Mavericks don’t get it. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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The USFL worked…Why not now? To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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1 End cheerleading./ Jerry, Washington just went “all in.” 13:00
13:00
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Cheerleading fights. (Of course.)/ THIS is how to help your franchise. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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1 More kids = More brain power./ The best eulogy. 9:52
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The science behind parenting./ Morgan Freeman’s perfect tribute. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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CFB reality is hitting hard. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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Will Texas chase a rockstar coach? To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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Would you hire him? To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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The “agent” game will end badly. To advertise on our podcast, please reach out to sales@advertisecast.com or visit https://www.advertisecast.com/TheJeffWardShow
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