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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…
The CELS Mackenzie-Stuart Lecture Podcast
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Content provided by Faculty of Law, University of Cambridge, Faculty of Law, and University of Cambridge. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Faculty of Law, University of Cambridge, Faculty of Law, and University of Cambridge 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://player.fm/legal.
The Mackenzie-Stuart Lecture is an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. The lecture is hosted at the University of Cambridge Faculty of Law, by the Centre for European Legal Studies (CELS). Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. For more information about the Mackenzie-Stuart Lectures, and CELS, please see the CELS website at: http://www.cels.law.cam.ac.uk/ This collection is a home for audio recordings of the Mackenzie-Stuart Lectures. A separate video podcast feed is also available on YouTube at: https://www.youtube.com/playlist?list=PLy4oXRK6xgzGHbbOyrgJFlnJH_5s-B-nO
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13 episodes
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Content provided by Faculty of Law, University of Cambridge, Faculty of Law, and University of Cambridge. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Faculty of Law, University of Cambridge, Faculty of Law, and University of Cambridge 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://player.fm/legal.
The Mackenzie-Stuart Lecture is an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. The lecture is hosted at the University of Cambridge Faculty of Law, by the Centre for European Legal Studies (CELS). Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. For more information about the Mackenzie-Stuart Lectures, and CELS, please see the CELS website at: http://www.cels.law.cam.ac.uk/ This collection is a home for audio recordings of the Mackenzie-Stuart Lectures. A separate video podcast feed is also available on YouTube at: https://www.youtube.com/playlist?list=PLy4oXRK6xgzGHbbOyrgJFlnJH_5s-B-nO
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13 episodes
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1 'Why the European Convention on Human Rights still matters': 2023 Mackenzie-Stuart Lecture 48:56
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2023 Mackenzie-Stuart Lecture was delivered by President Síofra O'Leary, ECHR under the title 'Why the European Convention on Human Rights still matters' on 30 November 2023. More information about this lecture, including photographs from the event, is available from the Centre for European Legal Studies website at: https://www.cels.law.cam.ac.uk/mackenzie-stuart-lectures…

1 'Saving Football from Itself: Why and How to Re-make EU Sports Law': The 2022 Mackenzie-Stuart Lecture 50:15
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2022 Mackenzie-Stuart Lecture was delivered by Professor Stephen Weatherill (Emeritus Jacques Delors Professor of European Law, Oxford University) under the title 'Saving Football from Itself: Why and How to Re-make EU Sports Law' on 3 March 2022. Abstract: EU law's application to sport is ad hoc, ex post facto and driven by competition law (and occasionally free movement law). Something more systematic would be helpful - not least because governance in sport needs reform to prevent corruption, intransparency, unaccountable power etc. The latest example/flashpoint being the European SuperLeague. This talk aims to explore these issues further. More information about this lecture, including photographs from the event, is available from the Centre for European Legal Studies website at: https://www.cels.law.cam.ac.uk/mackenzie-stuart-lectures…

1 'Membership of the EU: Formal and Substantive Dimensions': The 2020 Mackenzie-Stuart Lecture 1:04:21
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2020 Mackenzie-Stuart Lecture was delivered by Professor Paul Craig FBA, Emeritus Professor of English Law, Oxford University, under the title 'Membership of the EU: Formal and Substantive Dimensions' on 5 February 2020. More information about this lecture, including photographs from the event, is available from the Centre for European Legal Studies website at: https://www.cels.law.cam.ac.uk/mackenzie-stuart-lectures…

1 'Making Markets Work: New Challenges for EU Competition Law': The 2019 Mackenzie-Stuart Lecture 35:22
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2019 Mackenzie-Stuart Lecture was delivered by Commissioner Margrethe Vestager, European Commission, under the title 'Making Markets Work: New Challenges for EU Competition Law' on 4 February 2019. More information about this lecture, including photographs from the event, is available from the Centre for European Legal Studies website at: https://www.cels.law.cam.ac.uk/mackenzie-stuart-lectures…

1 'What Price Sovereignty? Brexit and Human Rights': The 2018 Mackenzie-Stuart Lecture (audio) 51:07
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2018 Mackenzie-Stuart Lecture was delivered by The Rt Hon Dominic Grieve MP QC under the title 'Is Globalisation Faltering?' on 1 March 2018. More information about this lecture, including photographs from the event, is available from the Centre for European Legal Studies website at: https://www.cels.law.cam.ac.uk/mackenzie-stuart-lectures…

1 'Is Globalisation Faltering?': The 2017 Mackenzie-Stuart Lecture 41:24
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2017 Mackenzie-Stuart Lecture was delivered by Mr Pascal Lamy (President Emeritus, Jacques Delors Institute) under the title 'Is Globalisation Faltering?' on 16 March 2017. More information about this lecture, including photographs from the event, is available from the Centre for European Legal Studies website at: https://www.cels.law.cam.ac.uk/mackenzie-stuart-lectures…

1 'Facing Legal Challenges in US - EU Relations': The 2015 Mackenzie-Stuart Lecture 38:38
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2015 Mackenzie-Stuart Lecture was delivered by Ambassador Anthony L. Gardner, US Ambassador to the European Union on Thursday 29 January 2015, and was entitled "Facing Legal Challenges in US - EU Relations". More information about this lecture, including photographs from the event, is available from the Centre for European Legal Studies website at: http://www.cels.law.cam.ac.uk/mackenzie_stuart_lectures/…

1 'The United Kingdom and the EU: Inevitably Drifting Apart?': The 2014 Mackenzie-Stuart Lecture 42:05
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2014 Mackenzie-Stuart Lecture was delivered by EU Commission Vice-President Viviane Reding on Monday 17 February 2014, and was entitled "The United Kingdom and the EU: Inevitably Drifting Apart?". More information about this lecture, including photographs from the event, is available from the Centre for European Legal Studies website at: http://www.cels.law.cam.ac.uk/mackenzie_stuart_lectures/…

1 '"Interesting Times" - Chinese Curses, Lawyers' Headaches, Political Nightmares and New Dawns': The 2013 Mackenzie-Stuart Lecture 1:00:43
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2013 Mackenzie-Stuart Lecture was delivered by Judge Nicholas Forwood (General Court of the European Union) on Thursday 28th February 2013, and was entitled ""Interesting Times" - Chinese Curses, Lawyers' Headaches, Political Nightmares and New Dawns". More information about this lecture is available from the Centre for European Legal Studies website at: http://www.cels.law.cam.ac.uk/mackenzie_stuart_lectures/…

1 'The EU as a Source of Inspiration': The 2012 Mackenzie-Stuart Lecture 58:45
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2012 Mackenzie-Stuart Lecture was delivered by Sir Konrad Schiemann (European Court of Justice) on Thursday 9th February 2012, and was entitled "The EU as a Source of Inspiration". More information about this lecture, including photographs from the event, is available from the Centre for European Legal Studies website at: http://www.cels.law.cam.ac.uk/mackenzie_stuart_lectures/…

1 '40 Years an EU Lawyer - Apologia pro vita sua (40 Years and Still Motoring)': The 2011 Mackenzie-Stuart Lecture 1:06:58
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2011 Mackenzie-Stuart Lecture was delivered by Professor Alan Dashwood on Friday 11th March 2011, and was entitled '40 Years an EU Lawyer - Apologia pro vita sua (40 Years and Still Motoring)'. In the lecture, Professor Dashwood looked back at his experience of the development of the European Union and it's legal framework over his 40 year career. More information about this lecture, including photographs from the event, is available from the Centre for European Legal Studies website at: http://www.cels.law.cam.ac.uk/mackenzie_stuart_lectures/…

1 'Addressing Linguistic Transparency in the ECJ': The 2009 Mackenzie-Stuart Lecture 47:47
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. On 6th November 2009, Eleanor Sharpson QC, Advocate General at the Court of Justice of the European Communities delivered the annual CELS (Centre for European Legal Studies) Mackenzie-Stuart Lecture for 2009 entitled "Addressing Linguistic Transparency in the ECJ". More information about this lecture is available from the Centre for European Legal Studies website at: http://www.cels.law.cam.ac.uk/mackenzie_stuart_lectures/…

1 'Human Rights in the 21st Century': The 2007 Mackenzie-Stuart Lecture 1:13:07
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The Centre for European Legal Studies (CELS) hosts an annual public lecture in honour of Lord Mackenzie-Stuart, the first British Judge to be President of the Court of Justice. Among the eminent scholars of European legal studies invited to give the lecture are Professor Joseph Weiler, former Judge David Edwards of the European Court of Justice, and Advocate-General Francis Jacobs of the European Court of Justice. The texts of the Mackenzie-Stuart Lectures are published in the Cambridge Yearbook of European Legal Studies. The 2007 Mackenzie-Stuart Lecture was delivered by the Lord Chancellor and Secretary of State for Justice, Jack Straw, on Thursday 25 October 2007. He spoke about his views on human rights in the 21st century. More information about this lecture, including photographs from the event, is available from the Centre for European Legal Studies website at: https://www.cels.law.cam.ac.uk/mackenzie-stuart-lectures…
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