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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…
Classical Music Podcast
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Content provided by Classical Music. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Classical Music or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
The podcast for Classical Music, the UK’s only insightful and entertaining current affairs magazine for the classical music industry.
…
continue reading
28 episoade
Marcați toate (ne)redate ...
Manage series 2547303
Content provided by Classical Music. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Classical Music or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
The podcast for Classical Music, the UK’s only insightful and entertaining current affairs magazine for the classical music industry.
…
continue reading
28 episoade
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Classical Music Podcast

Rachel Webber recently discovered, as part of her postgraduate research, the earliest known Church of England anthem written by a woman.
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Classical Music Podcast

Chris Gunness speaks to musician and cartoonist Ben Levy whose animations about classical masterworks have become an internet sensation over lockdown.
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Classical Music Podcast

James Clutton, director of Opera at Opera Holland Park, speaks to Chris Gunness about making performances work in the 'new normal'.
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Classical Music Podcast

Chris Gunness speaks to baritone Roderick Williams about coronavirus and its impact on the music industry.
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Classical Music Podcast

Kirill Karabits, chief conductor of the Bournemouth Symphony Orchestra, speaks to Chris Gunness from lockdown in Paris about the impact of Covid-19.
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Classical Music Podcast

John Gilhooly is the artistic and executive director of Wigmore Hall.
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Classical Music Podcast

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Classical Music Podcast

Chris Gunness speaks to Israeli pianist and composer Matan Porat about how he's adapting to making music in the Covid-19 pandemic.
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Classical Music Podcast

Chris Gunness speaks to Julia Desbruslais, co-principal cellist and executive director of the London Mozart Players, about the ensemble's move to digital music-making in the wake of the coronavirus outbreak.
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Classical Music Podcast

Stephen Langridge is artistic director of Glyndebourne and former director of Gothenburg Opera.
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Classical Music Podcast

Chris Gunness speaks to Cuban-American conductor and composer Odaline de la Martinez, the first woman to conduct at the BBC Proms in 1984.
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Classical Music Podcast

Chris Gunness speaks to one of the country's most exciting composers, Errollyn Wallen, who has worked with women affected by conflict and with people with disabilities.
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Classical Music Podcast

Allyson Devenish is the artistic director of a capella group NitroVoX, which tells stories of the African diaspora through song. She speaks to Chris Gunness about decolonising the musical curriculum, and the importance of race and identity in her career so far.
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Classical Music Podcast

Raphael Wallfisch is an internationally renowned cellist, and a man on a mission to bring to world attention to music of little-known Jewish composers, some of whose work was partly destroyed by the Nazis. He speaks to Chris Gunness about the rise of antisemitism, the legacy of his mother, a Holocaust survivor, and his Jewish composers project.…
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Classical Music Podcast

Aside from her work on the concert platform, Clare Hammond is engaging in outreach to schools and prisons and immigration removal centres. She has also written movingly about her experiences of postnatal depression. She talks to Chris Gunness about managing mental health while sustaining a career, and healing through music-making.…
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Classical Music Podcast

Composer and countertenor Jonathan Darbourne is on a mission to spread the message of environmentalism through music. His new choir, Nature's Voice, launches this autumn
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Classical Music Podcast

Chris Gunness speaks to Charles Hazlewood, conductor and co-founder of the British Paraorchestra. Its mission is to perform music that captivates any audience, proving beyond doubt that disability is no barrier to talent.
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Classical Music Podcast

Evelyn Glennie is the world’s first musician to create a full-time career as a solo percussionist. Her mission is to teach the world to listen, thereby enhancing communication and social cohesion.
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Classical Music Podcast

Ralph Allwood MBE was for 26 years director of music at Eton College where he set up the Eton Choral Courses. He conducts Inner Voices, a choir for state school children in London. He speaks to Chris Gunness about the joys of working with young people and of keeping alive the English choral tradition.…
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Classical Music Podcast

Conductor John Lubbock is founder of the Orchestra of St John's, a group with a social mission to serve the community. He talks to Chris Gunness about playing music for people with conditions such as autism and dementia.
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Classical Music Podcast

Cayenna Ponchione is the associate conductor of St John's, Oxford, and is committed to the promotion of gender and ethnic equality in conducting and composition. She speaks to Chris Gunness about promoting social justice through music, and her experience of hosting the Afghan Women's Orchestra in Oxford.…
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Classical Music Podcast

Despite being born with one hand, Nicholas McCarthy told his mother at an early age he wanted to become a concert pianist. He talks to Chris Gunness about his journey towards realising this dream.
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Classical Music Podcast

Composer and pianist Frank Horvat talks to Chris Gunness about working with depression in the music industry, and his campaigns for causes ranging from human rights to environmentalism.
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Classical Music Podcast

Chris Gunness talks to conductor James Rose about working in the music world with a disability, and the challenges Rose has overcome along the way.
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Classical Music Podcast

Julian Lloyd Webber is principal of the Royal Birmingham Conservatoire and one of the leading musicians of his generation. He speaks to Chris Gunness about the power of music education and the importance of a broad curriculum for all young people.
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Classical Music Podcast

Venezuelan pianist Gabriela Montero's talent for real-time improvisation has earned her many followers around the world. She explains how she uses music to respond to the current political crisis in her home country.
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Classical Music Podcast

Chi-chi Nwanoku OBE is founder and artistic director of the Chineke! Foundation, which gives a platform to musicians from BAME backgrounds. A former sprinter, she also helped to found the Orchestra of the Age of Enlightenment, and was its principal double bass for 30 years.
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Classical Music Podcast

British conductor Mark Wigglesworth speaks about Brexit, the challenges of a career in the music industry, and the qualities that make a good leader.
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