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TechSurge: Deep Tech VC Podcast


1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
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ที่ถูกใจแล้ว1:14:43
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 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…
Computing For Growth: Technology Secretary Peter Kyle On Economic Gains From AI
Manage episode 461255267 series 2789767
เนื้อหาจัดทำโดย Bloomberg เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Bloomberg หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal
Is AI the answer to the UK's growth dilemma? We examine the government's plans to harness economic gains from the technology with Peter Kyle, Secretary of State for Science, Innovation and Technology. Hosted by Tom Mackenzie and Stephen Carroll.
See omnystudio.com/listener for privacy information.
1318 ตอน
Manage episode 461255267 series 2789767
เนื้อหาจัดทำโดย Bloomberg เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Bloomberg หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal
Is AI the answer to the UK's growth dilemma? We examine the government's plans to harness economic gains from the technology with Peter Kyle, Secretary of State for Science, Innovation and Technology. Hosted by Tom Mackenzie and Stephen Carroll.
See omnystudio.com/listener for privacy information.
1318 ตอน
ทุกตอน
×Former UK Defence Secretary Penny Mordaunt says if the UK and Europe fail on military spending and rearmament now "we will face war".Mordaunt tells Bloomberg Radio anchor Caroline Hepker that there is a logic to President Trump's drive for peace in Ukraine but the pressure is now on him to deliver a ceasefire. See omnystudio.com/listener for privacy information.…
The UK Prime Minister has returned from a high-stakes meeting with President Donald Trump, with a string of successes. Trump heaped praise on Starmer, hinted at a reprieve from tariffs, and sided with the Labour leader on the issue of the Chagos Islands. But crucially, the US administration still hasn't shifted on its stance towards Ukraine. Our Managing Editor for UK Government and Economy, Brendan Scott, joins to discuss if Starmer has passed this key test of his premiership. Hosted by Lizzy Burden and Yuan Potts. See omnystudio.com/listener for privacy information.…
Cambridge and Oxford Universities are at the heart of Chancellor Rachel Reeves' plans to boost UK economic growth. But what do the institutions need to succeed? We ask Vice Chancellor of Cambridge University, Professor Deborah Prentice. Hosted by Yuan Potts and Caroline Hepker. See omnystudio.com/listener for privacy information.…
This week figures from the across political right including Canadian psychologist Jordan Peterson and former Republican Presidential candidate Vivek Ramaswamy descended on London's ExCel centre for the 'Alliance for Responsible Citizenship' (ARC) conference. The organisers say they're working on 're-laying the foundations of our civilisation' but how do their ideas relate to current affairs? We discuss with Bloomberg's Daniel Zuidijk who attended the gathering. Hosted by Yuan Potts and Lizzy Burden. See omnystudio.com/listener for privacy information.…
Keir Starmer has said the UK can play a "unique role" in helping Europe and America work together to achieve peace between Ukraine and Russia. This as Donald Trump's administration pressures European leaders to shoulder more responsibility for their security, and suggests they could take a backseat in negotiations. How can the UK proceed now? We discuss with our Europe correspondent-at-large Alberto Nardelli. Hosted by Caroline Hepker and Stephen Carroll. See omnystudio.com/listener for privacy information.…
The US President has spoken to Russia's Vladimir Putin and agreed to negotiate an end to the war in Ukraine. US Defense Secretary Pete Hegseth has insisted the move is not a "betrayal" of America's Nato's allies. Our European security reporter Andrea Palasciano reports from the ministerial meeting in Brussels, which the UK's John Healey is attending. Hosted by Stephen Carroll and Yuan Potts. See omnystudio.com/listener for privacy information.…
Bloomberg has learned that Rachel Reeves has received the latest economic forecast from the Office for Budget Responsibility, and it's not good. The fiscal watchdog has downgraded growth, putting the Chancellor at risk of breaking her fiscal rules. The National Institute of Economic and Social Research has a more upbeat view. We hear from Niesr's Senior Economist Benjamin Caswell. Hosted by Stephen Carroll and Yuan Potts. See omnystudio.com/listener for privacy information.…
The EU says it’s ready to retaliate to US tariffs on steel and aluminium imports. But the UK is pursuing a different strategy, seeking to avoid the levies altogether. We discuss the diverging strategies with our Brussels Bureau Chief Kevin Whitelaw. Hosted by Yuan Potts and Stephen Carroll. See omnystudio.com/listener for privacy information.…
Junior health minister Andrew Gwynne has been sacked and suspended from the party for posting what he described as "completely unacceptable" messages in a WhatsApp chat with other Labour colleagues. A second Labour MP, Oliver Ryan, has also apologised for his comments in the group. The party has announced an investigation. We discuss with Bloomberg's UK Political Editor Alex Wickham. Hosted by James Woolcock and Stephen Carroll. See omnystudio.com/listener for privacy information.…
The UK is set to ease the rules around where nuclear power plants can be built in a bid to revitalise the sector and encourage investment. It's part of the government's plans to boost economic growth, while also pursuing ambitious decarbonization targets. But when will this plan yield any results? We discuss with Bloomberg's energy reporter Will Mathis. Hosted by Caroline Hepker and Stephen Carroll. See omnystudio.com/listener for privacy information.…
Mauritius' recently-elected Prime Minister has suggested the UK would double its payments to retain a military base on the Chagos islands, once London cedes control of the archipelago. The prospect of paying billion of pounds more under a re-negotiated deal is causing concern among ministers, at a time when the Treasury is looking for savings. We discuss the political ramifications with Bloomberg's associate editor Ailbhe Rea. Hosted by Yuan Potts and Stephen Carroll. See omnystudio.com/listener for privacy information.…
Bloomberg has learned that the Treasury has told several government departments to prepare for their budgets to be frozen in cash terms, ahead of a major spending review in June. Such a freeze would mean real-terms spending cuts, creating a political dilemma for the Chancellor Rachel Reeves. We discuss with our economics reporter Tom Rees. Hosted by Yuan Potts and Stephen Carroll. See omnystudio.com/listener for privacy information.…
Donald Trump has pledged to impose tariffs on the European Union after announcing sweeping measures on Canada, China and Mexico over the weekend. The UK has been spared for now, as the US President said he was “getting along very well" with Keir Starmer. As the Prime Minister heads to Brussels, how will his plans for closer ties with the EU change things? We discuss with Bloomberg's UK correspondent Lizzy Burden and our UK political editor Alex Wickham. Hosted by Stephen Carroll and Caroline Hepker. See omnystudio.com/listener for privacy information.…
The Chancellor Rachel Reeves answers Bloomberg's questions about when we'll see results from her plans to boost growth. We also have reaction from business leaders: Snap's EMEA President Ronan Harris for a view from the tech world; Andy Briggs, CEO of Phoenix, one of the UK's largest pension funds; and Shevaun Haviland, Director General of the British Chambers of Commerce. Hosted by Stephen Carroll and Caroline Hepker. See omnystudio.com/listener for privacy information.…
The Chancellor Rachel Reeves has announced her much-anticipated plan to boost economic growth, including backing a third runway at London's Heathrow airport. We bring you a round-up of the announcements and analysis from our Chief UK Economist Dan Hanson. Hosted by Stephen Carroll and Caroline Hepker. See omnystudio.com/listener for privacy information.…
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