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TechSurge: Deep Tech VC Podcast


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…
Brexit: A Love Story?
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محتوای ارائه شده توسط BBC and BBC Radio 4. تمام محتوای پادکست شامل قسمتها، گرافیکها و توضیحات پادکست مستقیماً توسط BBC and BBC Radio 4 یا شریک پلتفرم پادکست آنها آپلود و ارائه میشوند. اگر فکر میکنید شخصی بدون اجازه شما از اثر دارای حق نسخهبرداری شما استفاده میکند، میتوانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
You know we’re leaving the EU but this is the story of how the UK got here. Mark Mardell uncovers the fractious yet intriguing story of Britain’s relationship with the EU.
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محتوای ارائه شده توسط BBC and BBC Radio 4. تمام محتوای پادکست شامل قسمتها، گرافیکها و توضیحات پادکست مستقیماً توسط BBC and BBC Radio 4 یا شریک پلتفرم پادکست آنها آپلود و ارائه میشوند. اگر فکر میکنید شخصی بدون اجازه شما از اثر دارای حق نسخهبرداری شما استفاده میکند، میتوانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
You know we’re leaving the EU but this is the story of how the UK got here. Mark Mardell uncovers the fractious yet intriguing story of Britain’s relationship with the EU.
27 قسمت
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Brexit: A Love Story?


Revolution is afoot in the Conservative Party - with many Tory MPs threatening to vote against the new Prime Minister's deal - while Boris Johnson himself is threatening to boot them out of the party if they do. Mark Mardell follows the twists and turns as this love story comes to a close. Email: worldatone@bbc.co.uk. Twitter: #BBCWATO…
With problems in Parliament trying to get consensus on a withdrawal agreement, it seemed the main political parties were edging away from the centre ground. Did this leave a vacuum for a new movement? In 2019, more or less simultaneously, a new party started and a new campaign launched, both supporting a so-called People's Vote on any Brexit deal. The Independent Group - or Change UK, as they came to be known - was not without challenges. Neither was the People's Vote campaign. Eventually, the friction came to be personal. Mark Mardell speaks to the people involved about where it all went wrong. Email: worldatone@bbc.co.uk. Twitter: #BBCWATO…
Emotions run high as Theresa May tries to get her Withdrawal Agreement through Parliament, and fails. Not once, not twice but three times. Meanwhile the European Research Group (ERG) grows in influence and now firmly holds Parliament in the balance. Each day seems to wear away the Conservative’s party cohesion. And while Mrs. May’s government will try again and again if necessary, there will be a cost. Mark Mardell takes a look behind the news reports of the day, into the meeting rooms and corridors of Westminster, and reveals the private tensions of the party’s existential crisis. Email: worldatone@bbc.co.uk. Twitter: #BBCWATO…
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Brexit: A Love Story?


After Theresa May's so called Chequers plan failed to impress, the Prime Minister faced another problem within her own party. A group of eurosceptics were gaining interest, members and momentum. The European Research Group (ERG), or the Spartans as they came to be known, had previously been a small organisation on the fringe of politics. In 2018, they fought their way to the front line. As Mark Mardell follows the twists and turns of Britain's 45 year relationship with the European Union, Mrs May must meet her newest challengers. Email: worldatone@bbc.co.uk. Twitter: #BBCWATO…
In this one-off special episode of Brexit: A Love Story?, Mark Mardell recaps the journey Britain has taken from joining the European Economic Community in 1973 to voting to leave the European Union in 2016. Email: WATO@bbc.co.uk. Twitter: @BBCWorldatOne
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Brexit: A Love Story?


After months of talks, haggling and negotiations, the Prime Minister invited the entire cabinet to her country retreat in Buckinghamshire to present her proposed deal. The mercury was running high, as were tensions; it was reported that Downing Street officials made it clear if ministers weren't happy with the deal, they could leave but would have to give up their ministerial cars and take a taxi home. Hours later, and the Chequers deal was finally done. People seemed pleased... but for how long? Mark Mardell revisits the events of that day and finds out from those there what really went on. Email: pm@bbc.co.uk Twitter: @BBCPM…
Running alongside the Government's negotiations with the European Union has been a complex - and at times fraught - discussion in Parliament about how much say MPs should have on the final Brexit deal. Mark Mardell navigates MPs' journey for a meaningful vote on the Brexit Withdrawal Agreement. Email: pm@bbc.co.uk Twitter: @BBCPM…
When Theresa May called a surprise general election that she'd ruled since she took office, with the aim strengething her mandate ahead of tricky Brexit negotiations, nobody could have predicted that she'd end up losing her overall majority in the Commons. Mark Mardell dissects the campaign itself, and the impact on Britain's departure from the European Union. Email: pm@bbc.co.uk Twitter: @BBCPM…
Even before she became Prime Minister, Theresa May pledged a new government department that would oversee Britain's departure from the European. Not just that, but the department would be run by a leading Brexiteer. How much influence did David Davis - the first Brexit secretary - have? Who was really leading negotiations? And was it all simply a political manoeuvre on the Prime Minister's part? Mark Mardell delves into the corridors of Whitehall and the new Department for Exiting the European Union, to find out what was really going on behind the doors of No 10 and No 9 Downing Street. Email: pm@bbc.co.uk Twitter: @BBCPM…
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Brexit: A Love Story?


If you’re getting bogged down in Brexit… maybe it’s time to take a step back and get some perspective. After a hiatus to allow the day-to-day events to unfold, Mark Mardell returns with his in depth look at Brexit... New episodes available soon. #brexitlovestory Email: pm@bbc.co.uk Twitter: @BBCPM
January 2017 and Theresa May delivers her now infamous Lancaster House speech. But how was it decided what it would say and where it would be said? Mark Mardell dissects whether the speech backed the Prime Minister into a corner by setting out her red lines, or if it was merely the start of the long negotiating process. Email: pm@bbc.co.uk Twitter: @BBCPM…
It took the Government nine months to trigger Article 50 after the British public voted to leave the European Union. At the time, some said it was overdue. Since, people have said it was too soon. Running alongside that debate, though, was whether it could even be triggered at all. Mark Mardell unpicks the attempt to trigger Article 50 without a vote in Parliament and the ensuing court case, how a business woman was thrust into the limelight and felt she became “an avatar of hate” and whether the timing was wrong all along. Email: pm@bbc.co.uk Twitter: @BBCPM…
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Brexit: A Love Story?


After Theresa May became Prime Minister, one of the first jobs was to set out her vision for implementing Brexit. Integral to doing that were her Chiefs of Staff – Nick Timothy and Fiona Hill. Mark Mardell considers how Mrs May positioned herself as the person to deliver Brexit, the influence her chiefs had at the time, and - as she approached her first party conference that Autumn – what her speeches said about how negotiations would progress. Email: pm@bbc.co.uk Twitter: @BBCPM…
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Brexit: A Love Story?


In June 2016, Theresa May put herself forward to be the new Prime Minister, the person who would navigate the UK's exit from the European Union. Her campaign, however, was to be short lived and she moved into Number 10 just a few weeks later. What did she think about the EU? Mark Mardell delves into what she said to friends and colleagues, the role she played in the Referendum campaign itself and what this tells us about her approach to the subsequent negotiations. Oh, and what does "Brexit means Brexit" really mean? Email: pm@bbc.co.uk Twitter: @BBCPM…
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Brexit: A Love Story?


In 1973, there were celebrations when Britain joined the European Community. But there were always those against the UK being part of the project. Over the next 45 years, there were debates and clashes, headlines and speeches; everyone speaking just as passionately about membership, regardless of which side they were on. In Brexit: A Love Story? Mark Mardell has talked to the people who were there at those key moments, trawled through the BBC's archives to hear what was said at the time, and painted a picture of how things have changed over time. Was the end, Britain voting to leave the European Union, an inevitability? Email: worldatone@bbc.co.uk. Twitter: @BBCWorldatOne…
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