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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…
Warning! Signs Are Not Enough to Save Beachgoers from Deadly Currents
Manage episode 331548228 series 2361914
Conteúdo fornecido por Hakai Magazine. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Hakai Magazine ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.
by Chloe Williams • Keeping people out of rip currents is more about reading human behavior than reading warning signs.
The original story, along with photos and video, can be found on hakaimagazine.com.
406 episódios
Manage episode 331548228 series 2361914
Conteúdo fornecido por Hakai Magazine. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Hakai Magazine ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.
by Chloe Williams • Keeping people out of rip currents is more about reading human behavior than reading warning signs.
The original story, along with photos and video, can be found on hakaimagazine.com.
406 episódios
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Hakai Magazine Audio Edition

by Caroline Van Hemert • A mysterious population of peregrine falcons in the Far North has inspired environmental action and scientific research around the world. The original story can be found on hakaimagazine.com . Listeners, we have some important news. If you don’t get our weekly newsletter, you may not have heard that Hakai Magazine will be shutting down at the end of December. In July we found out that our long time funder is refocusing their efforts and won’t be funding us after 2024. So sad to say, this feed will be going blank at the end of this year. But we are happy to announce that our team has found a new home! In January, our senior staff will join bioGraphic , an award-winning magazine published by the California Academy of Sciences, a nonprofit research and education institution based in San Francisco. We’re absolutely delighted about this merger. Hakai Magazine and bioGraphic have so much in common: both are independent, nonprofit publications committed to telling deeply reported and rigorously accurate stories that are also beautiful to read. We hope you will come join us there! Please sign up for our newsletter and get more information by going to biographic.com/hakai-magazine .…
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Hakai Magazine Audio Edition

1 The Secret Sex Lives of Deep, Dark Corals 33:37
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by Christian Elliott • A unique fjord in Chilean Patagonia gives scientists a chance to unlock the reproductive secrets of cold-water corals that typically live thousands of meters below the ocean’s surface. The original story can be found on hakaimagazine.com . Listeners, we have some important news. If you don’t get our weekly newsletter, you may not have heard that Hakai Magazine will be shutting down at the end of December. In July we found out that our long time funder is refocusing their efforts and won’t be funding us after 2024. So sad to say, this feed will be going blank at the end of this year. But we are happy to announce that our team has found a new home! In January, our senior staff will join bioGraphic , an award-winning magazine published by the California Academy of Sciences, a nonprofit research and education institution based in San Francisco. We’re absolutely delighted about this merger. Hakai Magazine and bioGraphic have so much in common: both are independent, nonprofit publications committed to telling deeply reported and rigorously accurate stories that are also beautiful to read. We hope you will come join us there! Please sign up for our newsletter and get more information by going to biographic.com/hakai-magazine .…
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Hakai Magazine Audio Edition

by Olive Heffernan • The birthplace of experimental marine biology is in decline. Will Ireland rally to save it? The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

1 Finding Food and Solace in the Intertidal 24:51
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by Emma Marris • On the complex pleasures of harvesting shellfish with the people you love. The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

1 The Slow-Motion Destruction of Tortoises’ Slow-Motion Migration 14:08
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by Kevin Gepford • On the Galapagos’ most developed island, researchers are tracking a growing threat to the millennia-old migration routes of giant tortoises. The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

1 The Coming Collision Between Whales and Tankers on British Columbia’s Coast 38:05
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by Laura Trethewey • Decades after they were hunted to local extinction, fin whales are recovering in the Kitimat fjord system—only to be threatened by a booming LNG industry. The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

by Jude Isabella • Non-native pink salmon have swarmed Norway’s rivers, prompting a relentless—and questionable—fight to beat back the invaders. The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

by Kimberley Brown • How Ecuador’s growing armed struggle is affecting its traditional crabbing communities. The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

1 The Poachers Who Could Save Mexico’s Vaquita 29:27
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by Daniel Shailer • Vaquita have long been collateral damage for Mexico’s totoaba fishers, but conservationists believe there’s a solution. The only hitch? It’s illegal. The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

by Brian Payton • On the Pacific Northwest coast—and around the world—community archaeology is helping people reconcile with each other and their history. The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

by Paul Hockenos • The ocean became a dumping ground for weapons after Allied forces defeated the Nazis. Now a team of robots and divers are making the Baltic Sea safer. The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

by Barbara Peterson • Floatplanes are ubiquitous on the coast and indispensable for remote communities, but they don’t need to follow the same regulations and reporting as commercial airlines. How do you keep pilots and passengers safe? The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

1 Here a Bee, There a Bee, Everywhere a Wild Bee 34:15
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by Anne Casselman • Biologists are finding new bee species all over the Pacific Northwest—highlighting how little we know about native pollinators. The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

1 Encounters with the Maverick Archaeologist of the Americas 25:27
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by Ann Finkbeiner • It took a mountain of data to shake off the skeptics and rewrite the history of human migrations, but archaeologist Tom Dillehay was always interested in so much more than an argument. The original story can be found on hakaimagazine.com .
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Hakai Magazine Audio Edition

by Lisa S. Gardiner • Researchers are restoring the Caribbean’s surprising, spiky custodians, which gobble up the algae smothering coral reefs. The original story can be found on hakaimagazine.com .
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