Chatham House podcast

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

5 days ago1:14:43

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1:14:43

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…

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Chatham House is an independent policy instute, based in London. We have been a source of independent analysis, trusted dialogue and influential ideas for one hundred years. Today, at the beginning of our second century, we continue to offer solutions to global challenges and actively seek to empower the next generation to change their world.

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Chatham House

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402 episod

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Chatham House

1
Can the UK, France and Germany forge a new transatlantic path? 40:17

4 days ago40:17

40:17

As Donald Trump moves to reshape America’s foreign policy, we discuss what this means for the allies in Europe. Can the the United Kingdom, France and Germany forge a new path or is transatlantic unity fading fast? Bronwen Maddox is joined by the Chair of Chatham House Sir Simon Fraser, former Wall Street Journal editor-in-chief Gerard Baker, Marion Messmer, a senior research fellow with our International Security programme and Sebastian Maillard, an associate fellow with our Europe programme.…

Chatham House

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Should Europe start planning for the worst? 32:16

11 days ago32:16

32:16

Ties between the US and Ukraine have soured with Donald Trump calling Ukraine’s Volodymyr Zelenskyy a ‘dictator’ in a public war of words. Meanwhile US and Russian diplomats met in Saudi Arabia to discuss Ukraine’s future without representatives from Kyiv or Europe. Should the continent be preparing for a future without the US as an ally? Bronwen Maddox is joined by historian and author Timothy Garton Ash, Georgina Wright, visiting fellow at the German Marshall Fund and Orysia Lutsevych, deputy director for Chatham House’s Russia and Eurasia Programme.…

Chatham House

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After Paris: Are the US and UK leaving Europe behind on AI? 27:03

18 days ago27:03

27:03

Sixty countries signed a declaration on 'inclusive' artificial intelligence at a global summit in Paris this week, but the UK and US refused. What was agreed at the summit, why did London and Washington decline to sign and what comes next? Bronwen Maddox is joined by Professor Birgitte Andersen from Birkbeck Business School, Lord Tim Clement-Jones, Co-Chair of the UK All-Party Parliamentary Group on AI and Alex Krasodomski, Programme Director, for Chatham House’s Digital Society Programme.…

Chatham House

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How transnational human smuggling fuels conflict in Libya 34:32

22 days ago34:32

34:32

In this episode, Tim Eaton and Lubna Yousef discuss their latest research on how transnational human smuggling has fuelled conflict in Libya through a systems analysis of three key transit cities – Kufra, Sebha and Zawiya. Using this approach, their research examines the roles played by conflict and social dynamics in the expansion of human smuggling and trafficking – thus helping uncover critical gaps in policies aimed at addressing the rapid rise of migration. This episode was produced with support from the Cross-Border Conflict Evidence, Policy, and Trends (XCEPT) research programme, funded by UK International Development.…

Chatham House

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How dangerous are Trump’s trade threats? 31:21

23 days ago31:21

31:21

President Trump has threatened to put tariffs on Mexico and Canada and imposed them on China, fuelling fears of a looming global trade war. With the European Union likely next in his sights – what is the US president trying to achieve with these tactics? And what are the consequences? Bronwen Maddox is joined by Creon Butler, the director of our Global Economy and Finance programme, economist Linda Yueh and ambassador Julian Ventura, both associate fellows with our US and Americas programme.…

Chatham House

14 weeks ago33:28

33:28

Europe is contending with a stagnating economy, political dysfunction in Germany and France, and Russia’s relentless attacks on Ukraine, all while it looks to the return of Donald Trump. Will the continent’s democracies hold together in the face of such challenges? Bronwen Maddox is joined by journalist and historian Timothy Garton Ash, Mujtaba Rahman, Europe Managing Director at the Eurasia Group and Armida van Rij, senior research fellow and the Head of our Europe programme.…

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