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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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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…
KCSB News
وسم كل الحلقات كغير/(كـ)مشغلة
Manage series 1255140
المحتوى المقدم من KCSB News. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة KCSB News أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
Non-commercial, educational, and community-led. KCSB News is dedicated to covering underreported stories of local, national, and international importance. Our team of student and community journalists here in Santa Barbara County produces content encompassing a variety of topics, ranging from politics and public health to environmental affairs and the arts. You can listen to our newscasts on-air Monday and Thursday at 5:00 pm and new episodes of Inside Isla Vista on Wednesday at 5:00 pm, all on KCSB-FM 91.9 or at kcsb.org.
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2136 حلقات
وسم كل الحلقات كغير/(كـ)مشغلة
Manage series 1255140
المحتوى المقدم من KCSB News. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة KCSB News أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
Non-commercial, educational, and community-led. KCSB News is dedicated to covering underreported stories of local, national, and international importance. Our team of student and community journalists here in Santa Barbara County produces content encompassing a variety of topics, ranging from politics and public health to environmental affairs and the arts. You can listen to our newscasts on-air Monday and Thursday at 5:00 pm and new episodes of Inside Isla Vista on Wednesday at 5:00 pm, all on KCSB-FM 91.9 or at kcsb.org.
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2136 حلقات
كل الحلقات
×KCSB's Emily Kimmel brings the latest news on Labor and Activism around the world.
KCSB's Annabelle Hurst brings you the latest in political news.
Dennis Mitchell with Carpinteria Valley Radio brings you the latest in Carpinteria news. For more, visit carpinteriavalleyradio.com.
Dr. Angela Davis discussed her experience as an activist as a Black Panther Party member, giving guidance and advice to UCSB students on organizing against social injustice. KCSB’s Ashley Segat, Emily Kimmel and Tatiana Jacquez recap the event. Photo credit: Ashley Segat
KCSB's Joyce Chi brings you the latest in public health news.

1 The Implementation of Prop. 36 in Santa Barbara County 7:49
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Prop. 36 made major changes to California's drug legislation and justice system. Just how has the proposition been established here in Santa Barbara County? KCSB’s Tatiana Jacquez has the story. Photo credit: Santa Barbara Courthouse, courtesy of Archinia/Wikimedia Commons

1 The History of Birthright Citizenship and Trump's Threats to Overturn It 9:36
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On his first day in office, President Donald Trump signed an executive order challenging birthright citizenship for children of undocumented parents. KCSB's Rose Friedrich talked to Asian American Studies Professor John Park to give a brief overview of birthright citizenship and what Trump's plans could mean for the country.…
All across the nation, healthcare facilities struggle to recruit and retain employees, resulting in skeleton staff, poor patient care, and employee burnout. According to its workers, UC has not done enough to meet this challenge, and isn’t sharing staffing data with union negotiators. Two unions have filed charges of Unfair Labor Practices and are now on strike. KCSB's Ray Briare and Mavis Holley bring us this report. Photo credit: Ray Briare…

1 The People's Program: This Ethiopian Cultural Center Was Literally Demolished 56:45
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Ahmed Sule and Cisco Bradley join Rosie Bultman to discuss their documentaries that celebrate African culture. The Kukus of Ijebu-Ode tells the story of the Kuku dynasty in Nigeria. Sule describes the family as "a symbol of strength and leadership in Ijebu-Ode", and discusses the personal importance of uplifting prideful African stories. Take me to Fendika is a documentary about a now demolished musical and cultural center in Addis Ababa, Ethiopia. Cisco Bradley, an American Jazz enthusiast, was blown away by the beautiful music and cultural unity that the Fendika Cultural Center fostered. Hear more from both filmmakers in this week's episode of The People's Program Support Ahmed Sule's documentary here: https://kukudocumentary.com/ Support Cisco Bradley's documentary here: https://takemetofendika.com/ Donate to the Fendika Cultural Center here: https://fendika.org/support…

1 Trump Administration Fires 1,000 National Parks Employees 1:45
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National Parks could experience major changes with President Trump’s firing of 1,000 National Parks employees. KCSB’s Rose Friedrich has more.

1 Risks of Marijuana Use for Undocumented Immigrants 1:31
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With the Trump administration taking further action against undocumented immigrants, KCSB’s Ashley Segat explains the risks associated with the use, possession and selling of marijuana for undocumented immigrants as a federal offense

1 NIH Research Funding Still Stalled Despite Judge's Order 10:07
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The National Institutes of Health, or NIH, is the world’s largest funder of biomedical research. With a budget of almost $48 billion, it supports research at many hospitals and universities, including UC Santa Barbara. But over a billion dollars of this research grant funding continues to be in limbo under the second Trump administration. KCSB’s Joyce Chi talked to Dr. Tommy Sprague, a professor of neuroscience at UCSB, to discuss the uncertainty.…

1 Riesgos del Consumo de Marihuana Para Inmigrantes Indocumentados 2:06
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Mientras la administración Trump toma más medidas contra los inmigrantes indocumentados, Ashley Segat de KCSB explica los riesgos asociados con el uso, posesión y venta de marihuana para inmigrantes indocumentados como un delito federal.

1 The Coastal Well Woman: Reimagining Menopausal Health 12:03
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Laura Abrignani, a nurse practitioner, has devoted over 25 years to women's healthcare. With extensive experience working in practices across Los Angeles and Santa Barbara County, Laura has vast expertise in women's health. Additionally, she is one of only 2,200 Menopause Society Certified Practitioners. She talked to KCSB's Mavis Holley about the recent opening of Coastal Well Woman, a women's health clinic in Santa Barbara specializing in menopausal and midlife health. Photo credit: Courtesy of Laura Abrignan…

1 The People's Program: Understanding the Ceasefire with UCSB Academics for Justice in Palestine (2/19/25 show pt. 1) 43:59
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Academics for Justice in Palestine Sherene Seikaly and Bishnupriya Ghosh discuss the Gaza ceasefire agreement with Aidan Ting. Part one of The People's Program two hour special for our annual fund drive.
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