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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 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…
Episode 40: Helping young VCs learn the ropes
Manage episode 460904014 series 2971106
Contenido proporcionado por Startup Cornell. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Startup Cornell o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.
Our new episode features Sakib Jamal ‘19, vice president at Crossbeam Venture Partners. Jamal was recently chosen for the Forbes 30 Under 30 list, in part for his book, "The Young VC's Handbook," a tactical guide for newcomers to venture capital. In the book, some of the smartest young minds in VC share actionable advice. Proceeds from the book go to help underprivileged children attend primary school in Jamal’s home country of Bangladesh.
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41 episodios
Manage episode 460904014 series 2971106
Contenido proporcionado por Startup Cornell. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Startup Cornell o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.
Our new episode features Sakib Jamal ‘19, vice president at Crossbeam Venture Partners. Jamal was recently chosen for the Forbes 30 Under 30 list, in part for his book, "The Young VC's Handbook," a tactical guide for newcomers to venture capital. In the book, some of the smartest young minds in VC share actionable advice. Proceeds from the book go to help underprivileged children attend primary school in Jamal’s home country of Bangladesh.
…
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41 episodios
Todos los episodios
×Our new episode features Heather Jiang MBA '16, founder of Allegorie, a small-batch accessory company that turns discarded fruits into beautiful wallets, bags and backpacks. The bags reduce food waste and greenhouse gas emissions and are designed and created in New York City’s garment district.
Our new episode features Sakib Jamal ‘19, vice president at Crossbeam Venture Partners. Jamal was recently chosen for the Forbes 30 Under 30 list, in part for his book, "The Young VC's Handbook," a tactical guide for newcomers to venture capital. In the book, some of the smartest young minds in VC share actionable advice. Proceeds from the book go to help underprivileged children attend primary school in Jamal’s home country of Bangladesh.…
Our newest episode features Breanna Neff ‘16, founder and chief food scientist at brelixi, a company that makes drink mixes infused with nano-CBD or THC, as well as electrolytes, adaptogens and nootropics. Neff studied food science, technology, business, nutrition and health at Cornell. Before founding brelixi, she worked with Dannon and Evian, as well as in the startup world.…
Our newest episode features Lloyd Robinson ’87, president and owner of Awisco, a family-owned welding business started in 1952. With 10 locations across the New York metro area and a sales presence in South Florida, Lloyd has led the company through lots of changes and has hosted Cornell interns for more than 20 summers. Lloyd graduated from the ILR School.…
Our newest episode features Jen Barnwell ‘96, president of Curator Hotel & Resort Collection. Curator is a collection of hand-selected independent hotels and resorts whose mission is to have independent hotels join forces and get the power of scale without sacrificing the spirit of independence.
This month, we talk business, mentorship, life lessons and spirituality with Smoke Wallin '88, a serial entrepreneur and managing director & partner at STS Capital, a global boutique investment bank focused on mergers and acquisitions.
Our newest episode features Josh Gully ‘83, managing director of NewEdge Wealth and founding member of their New York office. NewEdge was started in 2020 and has grown to manage more than $55 billion for ultra-high net worth and family office clients.
Our new episode features Jamey Edwards, president & chief strategy officer at Koko Home, a company providing radar driven, AI-enabled solutions for healthcare and an Entrepreneur in Residence of StartUp Health, which was founded in 2011 to invest in global health entrepreneurs.
Cornell alumna Andrea Ippolito, CEO and founder of SimpliFed, has launched and scaled a maternal health operating system. Her core business focuses on breastfeeding and baby feeding support, but she's also tackling broader maternal health issues.
Our new episode features Trisha Beher ’25, founder of Women Leaders of Color at Cornell and the Art Shine Foundation. Trisha is a student in the College of Business who founded Women Leaders of Color as a first-year student to unite and empower women of color and prepare them for leadership roles in their fields.…
Our newest episode features Tim Barry ‘93, the chair and CEO of VillageMD, and this year’s Cornell Entrepreneur of the Year. Barry founded VillageMD in 2013 with the idea that he could use technology, population insights and a network of expert health care professionals to provide high-quality care, better patient outcomes and a reduction in total costs.…
Our newest episode features Peyton Johnson, a member of the Class of 2024 and founder of a company that helps students find off-campus housing. Her company is part of this year’s eLab, a Cornell student accelerator powered by Student Agencies Foundation and Entrepreneurship at Cornell. Peyton is also a Milstein Scholar at Cornell and is majoring in math with a concentration in computer science.…
Our new episode features Harman Singh Narula ‘09, co-founder and CEO of Canary Technologies, a hotel technology company. Canary provides a host of guest-facing operations technologies to thousands of hotels across the globe.
Our newest episode features Matt Nastos ’10, CEO of Maison MRKT, a digital marketing agency specializing in growth marketing, customer acquisition, lead generation and business intelligence. Matt founded the agency with his brother, Lexi. Using technology and data analytics, the agency helps brands manage their customer relationships from discovery all the way through to retention and loyalty. They also support early-stage ventures with marketing mentorship, as well as offer marketing help to non-profits and academic organizations.…
Our newest episode features Osei Boateng ’18, MHA ‘20, founder of OKB Hope Foundation, a non-profit dedicated to transforming healthcare delivery in Africa especially in rural and low-income communities.The organization offers mobile health clinics that travel to remote locations in Ghana to offer routine medical care. Boateng is also one of the finalists for CNN’s Hero of the Year contest. You can vote for him every day until Dec. 5 at this link: https://www.cnn.com/SPECIALS/cnn.heroes/vote/10/…
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