TED Climate podcast

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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…

TED Climate

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We get it. You care about the climate crisis—but sometimes thinking about it is just too overwhelming. Well, we’re here to help with that. Host Dan Kwartler unpacks the problems and solutions behind big systemic issues in bite-sized episodes. You’ll find out which bag is best for the planet, imagine our world without humans, and follow the international journey of the very shirt on your back. Yes, we’re going to talk about the bleak stuff—it’s a crisis after all—but we’ll also share little ways you can make changes in your daily life, in your towns and cities, and at your workplaces to help change climate change. Ultimately we’re aiming for some HOPE through a focus on solutions, instead of just, you know, tumbling towards inevitable doom.

You can also get involved by joining Countdown, TED’s global initiative to accelerate solutions to the climate crisis in collaboration with Future Stewards. Find out more at countdown.ted.com

Hosted on Acast. See acast.com/privacy for more information.

64 episoder

#Science #Environment #TED

TED Climate

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You can also get involved by joining Countdown, TED’s global initiative to accelerate solutions to the climate crisis in collaboration with Future Stewards. Find out more at countdown.ted.com

Hosted on Acast. See acast.com/privacy for more information.

64 episoder

#Science #Environment #TED

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Decarbonizing aviation (from Climate Rising) 56:48

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This is an episode from our friends at the Climate Rising podcast. This episode in our hard-to-abate series features aviation expert Robin Riedel, a Partner at McKinsey & Company who co-leads the McKinsey Center for Future Mobility. Robin describes five approaches to decarbonize aviation: upgrading aircraft, improving operational efficiency, sustainable aviation fuel, other novel fuels and aircraft configurations, and carbon credits. We also learn about some McKinsey engagements on aviation decarbonization, and conclude with Robin’s career advice. Climate Rising Host: Professor Mike Toffel, Faculty Chair, Business & Environment Initiative Guest: Robin Riedel, Partner and co-head of the McKinsey Center for Future Mobility For transcripts and other resources, visit climaterising.org Hosted on Acast. See acast.com/privacy for more information.…

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This ancient rock is changing our theory on the origin of life | Tara Djokic 12:32

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Exactly when and where did life on Earth begin? Scientists have long thought that it emerged three billion years ago in the ocean — until astrobiologist Tara Djokic and her team made an unexpected discovery in the western Australian desert. Learn how an ancient rock found near a hot volcanic pool is shifting our understanding of the origin-of-life puzzle. Hosted on Acast. See acast.com/privacy for more information.…

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How to build an equitable and just climate future | Peggy Shepard 13:40

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13:40

Everyone has the right to a clean environment — but major disparities exist when it comes to who faces the consequences of pollution. Environmental justice leader Peggy Shepard points to the disproportionate impact that hazardous environmental conditions have on Black, brown and Indigenous communities and challenges us to build a truly equitable future that turns "sacrifice zones" — where community health is sacrificed for the sake of development — into "green zones" that redress the legacy of pollution and harmful policies. Hosted on Acast. See acast.com/privacy for more information.…

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The future of fashion — made from mushrooms | Dan Widmaier 12:41

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Your closet is likely full of all kinds of materials — leather, cotton, nylon and polyester, to name a few — that contribute to fashion's sustainability crisis. Biomaterials investigator Dan Widmaier explains how we could look to nature for sustainable replacements for these much-used materials and introduces a leather alternative made from mushrooms that looks great and doesn't harm the environment. "We can make fashion sustainable, and we're going to do it with science," Widmaier says. Hosted on Acast. See acast.com/privacy for more information.…

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How we could eat real meat without harming animals | Isha Datar 14:21

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What if you could eat chicken nuggets without harming a chicken? It's possible through "cellular agriculture," says Isha Datar. In a talk about cutting-edge science, she explains how this new means of food production makes it possible to eat meat without the negative consequences of industrial farming — and how it could fundamentally change our food systems for the better. "It's our once-in-a-lifetime opportunity to get a second chance at agriculture," she says. Hosted on Acast. See acast.com/privacy for more information.…

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Where on Earth will people live in the future? | Parag Khanna 17:59

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From the return of nomadic living to a climate-disrupted world, author and global strategist Parag Khanna has some predictions for humanity. Get a fascinating glimpse at the future as he tackles an urgent question: Where on Earth will eight billion humans live in the uncertain times ahead? (This conversation, hosted by TED current affairs curator Whitney Pennington Rodgers, was part of an exclusive TED Membership event. Visit ted.com/membership to become a TED Member.) Hosted on Acast. See acast.com/privacy for more information.…

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The innovations we need to avoid a climate disaster | Bill Gates 42:01

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The single most important thing for avoiding a climate disaster is cutting carbon pollution from the current 51 billion tons per year to zero, says philanthropist and technologist Bill Gates. Introducing the concept of the "green premium" — the higher price of zero-emission products like electric cars, artificial meat or sustainable aviation fuel — Gates identifies the breakthroughs and investments we need to reduce the cost of clean tech, decarbonize the economy and create a pathway to a clean and prosperous future for all. Hosted on Acast. See acast.com/privacy for more information.…

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What to do when climate change feels unstoppable | Clover Hogan 24:44

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Today's youth have inherited a big, unprecedented climate problem to solve — and the eco-anxiety to go with it. Gen-Zer and activist Clover Hogan knows the struggle firsthand, but she also understands the path to climate action starts with the one thing you can control: your mindset. She explains why challenging the stories that keep you feeling powerless can help you take the first step to protecting the planet for generations to come. Hosted on Acast. See acast.com/privacy for more information.…

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The Anti-Dread Climate Podcast: Green holidays, without being a Grinch 15:19

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This is an episode from a show we think you might like: The Anti-Dread Climate Podcast. Holiday shopping season is upon us, but instead of having a wasteful, plastic-heavy Christmas, why not have a green one? Hosts Candice and Caleigh have tips for how to celebrate sustainable holidays, from your wrapping paper to the menu at your holiday dinner. Hosted on Acast. See acast.com/privacy for more information.…

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Sold Out: Rethinking Housing In America is back with an all new season. 1:57

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The third season of Sold Out examines the intersection of the climate and housing crises. Hosted by Erin Baldassari, the series tells the stories of families and communities throughout California, as they grapple with the ways that climate is challenging the very idea of home. Sold Out shines a light on the solutions that can help us all face the future, highlighting the people who are actively working to protect their communities. This series questions assumptions that dictate how and where people live, while examining the barriers – whether political, financial or social – that hold us back from embracing or realizing change. Listen to Sold Out wherever you listen to podcasts. Hosted on Acast. See acast.com/privacy for more information.…

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The Big Switch, Part 1: A Crisis in the Making 34:22

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TED Climate will be back soon -- in the meantime here is an episode of another podcast we thought you'd enjoy. This is the first episode of a five-part series exploring the European energy crisis in the wake of Russia’s invasion of Ukraine. In this season, we ask the trillion dollar question: Will this crisis speed or slow down the energy transition in Europe? And what does that mean for the rest of the world? Unpacking the history behind Europe’s dependence on Russian energy Putin’s assault on Ukraine triggered an energy crisis that sent Europe’s economies into a tailspin and put the European energy transition to the test. But how did the European Union, a leader in climate action, become so dependent on Russian oil and gas to begin with? This season, we look at the energy systems of Germany and Poland. Both have very different energy systems, but both became dependent on Russian energy for heating homes, firing power plants, and fueling businesses. In this episode, we look at the immediate impact of the Ukraine invasion on that dependency and the historical influences behind it– from Germany’s pursuit of natural gas to Poland’s centuries-long relationship with coal. Then we ask whether Europe’s initial response to the crisis– leaning more heavily on fossil fuels– will accelerate or slow down Europe’s push toward green energy. If you like The Big Switch, you can listen wherever you get your podcasts. Hosted on Acast. See acast.com/privacy for more information.…

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Why It's "Not Too Late" with Rebecca Solnit and Thelma Young Lutunatabua 28:17

for 2 years siden28:17

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Not Too Late, written by Rebecca Solnit and Thelma Young Lutunatabua, offers us the tools to tackle this current wave of disinformation, and provides tangible stories of hope. On this episode of Outrage + Optimism, hear how the project aims to invite newcomers to the climate movement, as well as providing climate facts and encouragement for people who are already engaged but weary. Listening to these two incredible women speak about Not Too Late, which ‘rang a bell of truth’ for hosts Tom Rivett-Carnac, Christiana Figueres, and Paul Dickinson. Outrage + Optimism is another member of the TED Audio Collective. For more episodes that help you understand that you DO have the power to solve this, follow the podcast wherever you're listening to this. Hosted on Acast. See acast.com/privacy for more information.…

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The future of the food ecosystem -- and the power of your plate | Ndidi Okonkwo Nwuneli 11:24

for 3 years siden11:24

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Many people across the world don't have access to healthy food -- while in other places tons of food go to waste. Social entrepreneur Ndidi Okonkwo Nwuneli thinks we can take bold steps to fix this problem. She lays out what it would take to build a more equitable, sustainable food system that nourishes all people and asks us to widen our perspectives before eating our next meal. Hosted on Acast. See acast.com/privacy for more information.…

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The tragedy of air pollution -- and an urgent demand for clean air | Rosamund Adoo-Kissi-Debrah 7:49

for 3 years siden7:49

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"Breathing clean air is every child's human right," says grassroots campaigner Rosamund Adoo-Kissi-Debrah, sharing the heartbreaking story of her seven-year-old daughter, Ella Roberta, whose asthma was triggered to a fatal point by air pollution. Now, Adoo-Kissi-Debrah is on a mission to raise awareness about the harmful effects of unsafe air on our health and the planet. In this moving talk, she details why governments have an urgent responsibility to take action on air pollution -- and ensure that all children have a chance to live full and healthy lives. Hosted on Acast. See acast.com/privacy for more information.…

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How wind energy could power Earth ... 18 times over | Dan Jørgensen 10:58

for 3 years siden10:58

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Over the last two decades, the wind power industry has grown at a dizzying pace. (Fun fact: a single rotation from one of the world's most powerful wind turbines can generate enough electricity to charge more than 1,400 cell phones.) Building off this exponential growth, Denmark's climate minister Dan Jørgensen lays out his plan to end the country's oil industry by 2050 and transition to a fossil-free future powered by wind energy. Hosted on Acast. See acast.com/privacy for more information.…

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