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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…
The County Measure
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Manage series 3447488
Nội dung được cung cấp bởi RTÉ and RTÉ Radio 1. Tất cả nội dung podcast bao gồm các tập, đồ họa và mô tả podcast đều được RTÉ and RTÉ Radio 1 hoặc đối tác nền tảng podcast của họ tải lên và cung cấp trực tiếp. Nếu bạn cho rằng ai đó đang sử dụng tác phẩm có bản quyền của bạn mà không có sự cho phép của bạn, bạn có thể làm theo quy trình được nêu ở đây https://vi.player.fm/legal.
Presented by writer and broadcaster Vincent Woods who travels across Ireland exploring county identity under the themes of arts, community, culture, history, music and sport.
…
continue reading
81 tập
Đánh dấu tất cả (chưa) nghe ...
Manage series 3447488
Nội dung được cung cấp bởi RTÉ and RTÉ Radio 1. Tất cả nội dung podcast bao gồm các tập, đồ họa và mô tả podcast đều được RTÉ and RTÉ Radio 1 hoặc đối tác nền tảng podcast của họ tải lên và cung cấp trực tiếp. Nếu bạn cho rằng ai đó đang sử dụng tác phẩm có bản quyền của bạn mà không có sự cho phép của bạn, bạn có thể làm theo quy trình được nêu ở đây https://vi.player.fm/legal.
Presented by writer and broadcaster Vincent Woods who travels across Ireland exploring county identity under the themes of arts, community, culture, history, music and sport.
…
continue reading
81 tập
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The County Measure

Edwina Guckian recounts the life of her grandfather Hughie Guckian while visiting his old workshop. Edwina is a dancer and director of the Áirc Damhsa Culture Club. She is a previous recipient of the Leitrim Guardian Person of the Year award. For more see www.edwinaguckian.com
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The County Measure

Ailie Blunnie performs "The Arrival of Na hUltaigh to Leitrim (1795/96)" for The County Measure. Ailie's song recounts the forced migration of thousands of people from Armagh and surrounding counties to Leitrim in the 1790s. "West to the Evening Sun" is Ailie's debut album, for more see www.ailieblunnie.com…
Vincent Woods travels to his native Leitrim. He hears stories of Mohill from John Reynolds, boats along the canals and lakes, and visits sculptor Jackie McKenna in Manorhamilton.
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The County Measure

"Annagh Lane" by Zack Boland is inspired by the street where he grew up. Zack Boland is a composer, arranger, and musician hailing from Co. Wexford. A graduate of MTU Cork School of Music, his music is deeply influenced by his roots, with much of his work reflecting the landscapes and memories of his upbringing.…
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The County Measure

Colm Tóibín is a novelist from Enniscorthy. Here he recalls a bridge over the River Slaney and the landscape and history of Wexford. Colm's most recent book "Long Island" (2024) is a sequel to "Brooklyn". His previous titles include "The Master", "The Testament of Mary", & "The Blackwater Lightship". For more see www.colmtoibin.com…
This week on The County Measure writer and broadcaster Vincent Woods gets to know the coastline, people and nature of Co. Wexford.
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The County Measure

"Keepsake" by poet Mícheál McCann recounts a journey between Derry and Belfast. Here he reflects on the nature of home while travelling with Marcel, his new cat. Mícheál most recent collection is "Devotion" (2024). He previously published the pamphlets "Safe Home" (2020) and "Keeper" (2022).
"Teenage dream's so hard to beat" by Soak. Here, Soak recalls memories of growing up in Derry City and the importance of home. Bridie Monds-Watson AKA Soak has released 3 albums: "If I Never Know You Like This Again" (2022), "Grim Town" (2019) & "Before We Forgot How to Dream" (2015). For more see https://www.soaksoaksoak.com/…
Vincent Woods explores Co. Derry. He attends SuperCup NI, and meets new communities and cultures in Derry City. The County Measure also features Soak performing a new spoken word piece about growing up in Derry.
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The County Measure

'Ceol crotaigh, uaill cois cladaigh' by Eithne Ní Ghallchobhair, a storyteller and writer from West Donegal. Here she explores the decline in numbers of the curlew population. Eithne's latest book is 'Caithréim agus Tóir' (2024). Her previous titles include 'Súil' (2018), 'Múscail, a Ghiorria' (2020), & 'An Craiceann agus a Luach' (2021).…
Vincent Woods explores Co. Donegal. He visits the Arranmore RNLI, dry stone wall builders in Ballyshannon and a wonderful singer in Gaoth Dobhair.
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The County Measure

Writer Mike McCormack recalls his childhood while growing up in Mayo. Here he describes a long car journey across the county. Mike is the author of several books including 'This Plague of Souls' (2023), 'Solar Bones' (2016), 'Forensic Songs' (2012), & 'Notes from a Coma' (2005).
Vincent Woods explores County Mayo. He travels to Inishturk Island, a community garden in Ballyhaunis and pets alpacas in Ballycastle.
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The County Measure

'An Pláinéad Tiar' by Listowel poet and rapper Súil Amháin. The song flips the idea of the abandoned An tOileán Tiar (Blasket Island i.e Western Isle) into An Pláinéad Tiar (the Western Planet) and humans coming back to visit earth as a 'heritage' site. athPhORT is a new album by Súil Amháin & Bantum. For more see suilamhain.bandcamp.com/releases…
Vincent Woods explores County Kerry. He visits a rainforest on the Iveragh pennsula, a neamhóg builder and enjoys African fusion dance in Tralee.
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