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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 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…
Disease Dirt
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Conteúdo fornecido por Savana Lipps. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Savana Lipps 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.
Welcome to Disease Dirt- the podcast that digs deep into the wonderful world of plant pathology.
…
continue reading
4 episódios
Marcar/Desmarcar tudo como reproduzido ...
Manage series 2430516
Conteúdo fornecido por Savana Lipps. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Savana Lipps 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.
Welcome to Disease Dirt- the podcast that digs deep into the wonderful world of plant pathology.
…
continue reading
4 episódios
Todos os episódios
×What is a disease cycle? What makes wheat stem rust such a complicated, invincible disease? Tune in to this episode of Disease Dirt to find out. Sources: https://www.apsnet.org/edcenter/intropp/lessons/fungi/Basidiomycetes/Pages/StemRust.aspx http://www.apsnet.org/publications/apsnetfeatures/Pages/Barberry.aspx…
How does the pathogen conquer the host or vice versa? In this episode, I discuss the idea of the evolutionary arms race between plant and pathogen. Listen here to learn about principal ideas in plant pathology such as the zig zag model, and the gene for gene model. Source: https://www.apsnet.org/about/history/pioneeringplantpathologists/Pages/FlorHaroldHenry.aspx…
How do host, pathogen, and environment come together to cause disease? Listen here to learn about the central dogma of plant pathology- the disease triangle. Source: Koch's Postulates: http://www.life.umd.edu/classroom/bsci424/BSCI223WebSiteFiles/KochsPostulates.htm

1 Episode 1: An Introduction to Plant Pathology 8:34
8:34
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What is plant pathology? What do plant pathologists do? How do plant pathogens affect society? Let's learn about the wonderful world of plant pathology on the first episode of Disease Dirt! Sources: Irish Immigration Statistics: https://www.loc.gov/teachers/classroommaterials/presentationsandactivities/presentations/immigration/irish2.html Irish Ancestry: https://www.census.gov/newsroom/facts-for-features/2017/cb17-ff05.html Dutch Elm Disease: https://www.forestresearch.gov.uk/tools-and-resources/pest-and-disease-resources/dutch-elm-disease/dutch-elm-disease-history-of-the-disease/ Tulip Breaking Virus: https://apsjournals.apsnet.org/doi/pdf/10.1094/PDIS.2000.84.10.1052…
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