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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…
Science Weekly
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Indhold leveret af The Guardian. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af The Guardian eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.
Twice a week, the Guardian brings you the latest science and environment news
…
continue reading
816 episoder
Marker alle som (u)afspillede ...
Manage series 19780
Indhold leveret af The Guardian. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af The Guardian eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.
Twice a week, the Guardian brings you the latest science and environment news
…
continue reading
816 episoder
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Science Weekly


1 Moon missions, Musk v scientists, sperm and longevity 22:46
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Madeleine Finlay and Ian Sample discuss three intriguing science stories from the week. From two private moon landings to the controversy over Elon Musk’s continued membership of the Royal Society, and a new study making a link between men’s health and their sperm quality. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


1 Why it’s boom time for beavers in England 14:38
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Beavers were once abundant in the UK, but hunting them for their fur, meat and scent oil drove them to extinction. Now they’re back, with the news that the release of beavers into English waterways is to be allowed for the first time in centuries. To understand why this is seen as a huge win for the environment, Madeleine Finlay hears from the Guardian’s environment reporter Helena Horton.. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


1 Drinks cans and chicken bones: will ‘technofossils’ be humanity’s lasting legacy? 15:47
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When the palaeontologists of the future search for clues to understand how we lived, what might they find? Two scientists exploring this question have suggested that ‘technofossils’ will be our lasting imprint on the Earth. To find out exactly what these are and what they could reveal about our lives, Madeleine Finlay hears from the Guardian’s environment editor, Damian Carrington, and from Sarah Gabbott, a professor of palaeontology at the University of Leicester and one of the scientists behind the new book Discarded: How Technofossils Will Be Our Ultimate Legacy. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


1 How Trump unleashed chaos in science 21:07
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In his first month in office the US president has thrown science in the US into chaos, delaying projects and casting the future of research funding and jobs into doubt. To understand everything that has happened in the month since he took office and what its impact could be, Madeleine Finlay hears from science editor Ian Sample and Prof Harold Varmus, a Nobel prize winner and former director of the National Institutes of Health under Bill Clinton. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


1 Singing mice, constipated kids and nurture beats nature: science stories of the week 19:01
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Science editor Ian Sample joins co-host Madeleine Finlay to discuss some of the most intriguing science stories of the week. From a concerning rise in hospital diagnoses of constipation in children, to research suggesting that the environment is far more important for ageing and longevity than our genes, and how squeaks from genetically engineered mice are providing insight into how human language may have emerged. Help support our independent journalism at theguardian.com/sciencepod…
The Scottish first minister, John Swinney, was recently forced to deny plans to ban cats after a report from independent experts said the species was a threat to Scotland’s wildlife. In the UK, it is estimated that cats kill or bring home 57 million mammals and 27 million birds every year. Ian Sample hears from cat-owner Madeleine Finlay and the ecologist Prof Robbie McDonald about the best ways to reduce our feline companions’ impact on wildlife without affecting welfare. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


1 What is ‘mirror life’ and why are scientists sounding the alarm? 17:26
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Recently, a group of world-leading scientists called for a halt on research to create ‘mirror life’ microbes amid concerns that the synthetic organisms would present an ‘unprecedented risk’ to life on Earth. Ian Sample tells Madeleine Finlay about why this work initially seemed exciting for scientists and what the risks of it continuing could be. And Kate Adamala, assistant professor of genetics, cell biology and development at the University of Minnesota, describes what made her change her mind about pursuing her own research on mirror cells. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


1 Don’t look up: is an asteroid heading for Earth? 15:43
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In a case of life imitating art, a 100-metre-wide asteroid has triggered global planetary defence procedures for the first time, after telescope observations revealed it had a chance of colliding with Earth in 2032. To find out what happens now and how worried we should be, Ian Sample hears from Richard Binzel, a professor of planetary sciences at MIT and inventor of the Torino scale, which is used to categorise the threat posed by objects such as asteroids and comets. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


1 DeepSeek, weapons and climate? What’s on the table at the Paris AI summit? 16:03
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From the shockwaves caused by DeepSeek’s launch, to fears of a new AI arms race, and the continued questions over the technology’s energy use, AI continues to throw up new challenges. As world leaders gather for the Paris AI summit, the Guardian’s global technology editor, Dan Milmo, joins Madeleine Finlay to discuss what will be top of the agenda. And young people attending the Alan Turing Institute’s Children’s AI summit explain what their hopes and fears for the technology are. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


1 Can Trump and RFK Jr make America healthy again? 17:52
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Senators are scheduled to vote today on whether to advance Robert F Kennedy Jr’s nomination as Secretary of State for Health and Human Services. RFK Jr is known for his vaccine skepticism and Make America Healthy Again slogan, which has won him support from everyone from wellness fans and ‘crunchy moms’ to traditional Republicans. US health reporter Jessica Glenza tells Ian Sample about how he fared at last week’s confirmation hearings, and what he might do if he takes a seat in Trump’s cabinet. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


1 Protein, weights and the best way to keep fit: your exercise questions answered 22:33
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In the second episode of our listener questions special, Ian Sample tells Madeleine Finlay what he has uncovered about who the exercise guidelines were created for and whether they apply to all of us, which exercises are best for keeping us strong, whether we should be eating particular foods when we exercise, and how much protein we need to consume if we’re packing in the hours at the gym. With contributions from Jason Gill, professor of cardiometabolic health at the University of Glasgow; Benjamin Wall, professor of nutritional physiology at the University of Exeter; Clyde Williams, emeritus professor of sports science at Loughborough University; Victoria Taylor, head of clinical support at the British Heart Foundation and I-Min Lee, professor of medicine at Harvard Medical School. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


1 Sugar, seed oils, and avoiding sickness: your health questions answered 23:31
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We asked for your questions on getting healthy in 2025 and you delivered. In the first episode of our listener questions special, Madeleine Finlay tells Ian Sample what she has uncovered about the scientifically proven ways to cut down on sugar, the truth behind the panic over seed oils, and why it is that some of us seem to have bullet proof immune systems, while others succumb to every bug they encounter. With contributions from Wendy Wood, provost professor emerita of psychology and business at USC Dornsife, John Trowsdale, emeritus professor of immunology at the University of Cambridge and Katherine Appleton, professor of psychology at Bournemouth University. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


1 The science of racism, and how to fight it 18:49
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Ian Sample speaks to Keon West, a professor of social psychology at the University of London, whose new book, The Science of Racism, explores what science can reveal about racism, the inventive methods scientists have used to study it and the scientifically proven ways of tackling racism and discrimination. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


A podcast promoting claims that non-verbal autistic children can read minds briefly knocked Joe Rogan off the top of the charts this month, which made the Science Weekly team wonder, how has science attempted to prove or disprove the existence of mind reading? To find out, Ian Sample speaks to Chris French, emeritus professor of psychology at Goldsmiths University. They discuss how scientists have tested this phenomenon, what else could be behind the apparent ability of some people to read minds, and why the idea is still so popular. Help support our independent journalism at theguardian.com/sciencepod…
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Science Weekly


Last year was full of unexpected science news, from a new strain of Mpox emerging in the DRC, to artificial intelligence dominating the Nobel prizes and two astronauts getting ‘stuck’ in space. So what will this year bring? Ian Sample and science correspondent Hannah Devlin discuss the big stories likely to hit the headlines and share their predictions for 2025. Help support our independent journalism at theguardian.com/sciencepod…
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