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TechSurge: Deep Tech VC Podcast


1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
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אהבתי1:14:43
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 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…
Illuminating Intellect - Marquette University
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תוכן מסופק על ידי Marquette University - Illuminating Intellect and Marquette University. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Marquette University - Illuminating Intellect and Marquette University או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
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תוכן מסופק על ידי Marquette University - Illuminating Intellect and Marquette University. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Marquette University - Illuminating Intellect and Marquette University או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
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Illuminating Intellect - Marquette University

1 Dr. Robert Fox on Pediatric Mental Health 39:25
39:25
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אהבתי39:25
Dr. Robert Fox began studying parenting shortly after his first child was born. This evolved into working with families in poverty and then for families of young children with mental health issues. In 2003, he founded the Behavior Clinic in partnership with Penfield Children’s Center, a community-based, Birth-to-Three agency. The professor emeritus in the College of Education discusses the importance and legacy of his work with Provost Dan Myers. During the past 40 years, Dr. Fox developed the research and applied foundation of the Early Pathways Program to specifically address the mental health needs of very young children. Learn more at http://www.earlypathways.com…
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Illuminating Intellect - Marquette University

1 Dr. John Borg on The Shock Physics of Engineering 22:33
22:33
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אהבתי22:33
While growing up, Dr. John Borg experimented by launching rockets. Today he's still researching the effects of explosions and collisions. His specialty lies in shock physics, the research of understanding how material responds under extreme conditions. The professor of mechanical engineering has studied the implications for subjects as diverse as earthquakes and the knuckleball. Episode 14 of Illuminating Intellect Hosted by Dan Myers, Marquette University Provost Produced by Tim Cigelske, Director of Social Media…
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Illuminating Intellect - Marquette University

1 Dr. SuJean Choi on The Science of Overeating 28:16
28:16
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אהבתי28:16
Dr. SuJean Choi studies how different parts of the brain tell us to keep eating even when we're full, which includes more than 300 distinct human motivations to eat. Dr. Choi is the recipient of both the Rev. John P. Raynor, S.J., Faculty Award for Teaching Excellence, and the Way Klingler Fellowship Award — $50,000 for three years — which she will use to learn how we can regulate the need to fuel our bodies versus the desire to eat for potentially unhealthy reasons. In addition to her scholarly work, Dr. Choi talks about playing competitive Ultimate Frisbee for 25 years and her black belt in Tae Kwon Do. Episode 13 of Illuminating Intellect Hosted by Dan Myers, Marquette University Provost Produced by Tim Cigelske, Director of Social Media…
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Illuminating Intellect - Marquette University

Dr. Jenn Finn discusses parallels between ancient tourist traps and modern theme parks, why she earned two PhDs and how ancient history lessons such as the fall of Rome are relevant today. She's accomplished an extraordinary amount in the past year. In addition to winning an Olympic-distance triathlon after donating a kidney to her father, the history professor in the Way Klingler College of Arts and Sciences was also awarded Way Klingler Young Scholar Award this spring. Hosted by Dan Myers, Marquette University Provost Produced by Tim Cigelske, Director of Social Media…
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Illuminating Intellect - Marquette University

Dr. Sandra Hunter specializes in studying muscle fatigability and endurance performance. She has published research on age differences between the sexes among elite marathon runners that has been written about in Runner's World, the New York Times and many other publications. Further reading: https://medium.com/research-at-marquette/does-the-marathon-have-a-glass-ceiling-3224d8c87079…
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