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TechSurge: Deep Tech VC Podcast
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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…
Grandma Guignol
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Inhalt bereitgestellt von Bafflegab Productions. Alle Podcast-Inhalte, einschließlich Episoden, Grafiken und Podcast-Beschreibungen, werden direkt von Bafflegab Productions oder seinem Podcast-Plattformpartner hochgeladen und bereitgestellt. Wenn Sie glauben, dass jemand Ihr urheberrechtlich geschütztes Werk ohne Ihre Erlaubnis nutzt, können Sie dem hier beschriebenen Verfahren folgen https://de.player.fm/legal.
Welcome to the mysterious English seaside town of Whitby, where all the monsters and demons of old come to retire and live out the remainder of their spooky days and nights. There's a strange new landlady in town, opening a B&B by the harbour: a lady with a tall black beehive, nasty scars about her person and a very chequered past...
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Hosted on Acast. See acast.com/privacy for more information.
9 Episoden
Alle als (un)gespielt markieren ...
Manage series 2114057
Inhalt bereitgestellt von Bafflegab Productions. Alle Podcast-Inhalte, einschließlich Episoden, Grafiken und Podcast-Beschreibungen, werden direkt von Bafflegab Productions oder seinem Podcast-Plattformpartner hochgeladen und bereitgestellt. Wenn Sie glauben, dass jemand Ihr urheberrechtlich geschütztes Werk ohne Ihre Erlaubnis nutzt, können Sie dem hier beschriebenen Verfahren folgen https://de.player.fm/legal.
Welcome to the mysterious English seaside town of Whitby, where all the monsters and demons of old come to retire and live out the remainder of their spooky days and nights. There's a strange new landlady in town, opening a B&B by the harbour: a lady with a tall black beehive, nasty scars about her person and a very chequered past...
…
continue reading
Hosted on Acast. See acast.com/privacy for more information.
9 Episoden
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Grandma Guignol
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There are a rash of prehensile-trunk related murders on the streets of Whitby, but Effie won’t be warned. Worse, Keith the Elephant Man has recognized Brenda as his nineteenth century nemesis. Now Keith has decreed that Brenda must die – and that Effie must be his bride..! Written by Paul Magrs and starring Anne Reid Hosted on Acast. See acast.com/privacy for more information.…
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Grandma Guignol
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Romance has come Effie’s way. She has started to date Keith, a latter-day Elephant Man who lives in a caravan. But Brenda is suspicious of her best friend’s paramour: the real Elephant Man didn't have a trunk and large ears. She should know, she met him… Written by Paul Magrs and starring Anne Reid. Hosted on Acast. See acast.com/privacy for more information.…
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Grandma Guignol
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Brenda uncovers a dastardly scheme involving exotic tea leaves, vital life essences and a certain desiccated princess from ancient times. Danger rears its bandaged head, and it isn’t just Professor Marius Keyes who has mummy issues... Written by Paul Magrs and starring Anne Reid Hosted on Acast. See acast.com/privacy for more information.…
Brenda and Effie visit Whitby’s new tearoom in the park. It is owned by the dashing Professor Marius Keyes, and stuffed with Egyptian Antiquities of all kinds… including real mummies. But why does his odd-tasting tea send both women a bit woozy? Written by Paul Magrs and starring Anne Reid Hosted on Acast. See acast.com/privacy for more information.…
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Grandma Guignol
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Brenda’s supernatural investigations lead her to a olde-worlde toyshop tucked up an alley in Robin Hood’s Bay. There is strangeness occurring at the seaside, and our heroine will be forced to beat off the forces of darkness before the night is through. Written by Paul Magrs and starring Anne Reid Hosted on Acast. See acast.com/privacy for more information.…
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Grandma Guignol
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At Whitby’s Christmas Hotel, a once-famous ventriloquist delights in causing chaos and putting the willies up old women. Why does long-eared bat puppet Tolstoy seem eerily alive of his own accord? Written by Paul Magrs and starring Anne Reid Hosted on Acast. See acast.com/privacy for more information.…
Brenda has teamed up with neighbour Effie to investigate the mystery of the ghostly singing cat on the rooftops of the old town, and the savage maulings of old ladies in lonely alleyways. Also - there's something very peculiar about the horrible oil painting Effie has dragged home from auction. Can it really be coming to ghastly life? Written by Paul Magrs and starring Anne Reid Hosted on Acast. See acast.com/privacy for more information.…
There's a strange new landlady in the seaside town of Whitby, opening a B&B by the harbour; a lady with a tall black beehive, nasty scars about her person and a very chequered past… Written by Paul Magrs and starring Anne Reid Hosted on Acast. See acast.com/privacy for more information.
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Grandma Guignol

Welcome to the mysterious English seaside town of Whitby, where all the monsters and demons of old come to retire and live out the remainder of their spooky days and nights. There's a strange new landlady in town, opening a B&B by the harbour: a lady with a tall black beehive, nasty scars about her person and a very chequered past... Hosted on Acast. See acast.com/privacy for more information.…
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