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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…
The Bulletin with UBS
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Το περιεχόμενο παρέχεται από το Winkontent Ltd. 759286. Όλο το περιεχόμενο podcast, συμπεριλαμβανομένων των επεισοδίων, των γραφικών και των περιγραφών podcast, μεταφορτώνεται και παρέχεται απευθείας από τον Winkontent Ltd. 759286 ή τον συνεργάτη της πλατφόρμας podcast. Εάν πιστεύετε ότι κάποιος χρησιμοποιεί το έργο σας που προστατεύεται από πνευματικά δικαιώματα χωρίς την άδειά σας, μπορείτε να ακολουθήσετε τη διαδικασία που περιγράφεται εδώ https://el.player.fm/legal.
Delivering insights into the people, places and products shaping the financial week ahead. Hear from the finest minds and freshest thinkers as they take you beyond the numbers and the hype to get to the heart of the day’s big issues.
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105 επεισόδια
Σήμανση όλων ότι έχουν ή δεν έχουν αναπαραχθεί ...
Manage series 1288310
Το περιεχόμενο παρέχεται από το Winkontent Ltd. 759286. Όλο το περιεχόμενο podcast, συμπεριλαμβανομένων των επεισοδίων, των γραφικών και των περιγραφών podcast, μεταφορτώνεται και παρέχεται απευθείας από τον Winkontent Ltd. 759286 ή τον συνεργάτη της πλατφόρμας podcast. Εάν πιστεύετε ότι κάποιος χρησιμοποιεί το έργο σας που προστατεύεται από πνευματικά δικαιώματα χωρίς την άδειά σας, μπορείτε να ακολουθήσετε τη διαδικασία που περιγράφεται εδώ https://el.player.fm/legal.
Delivering insights into the people, places and products shaping the financial week ahead. Hear from the finest minds and freshest thinkers as they take you beyond the numbers and the hype to get to the heart of the day’s big issues.
…
continue reading
105 επεισόδια
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×To mark International Women’s Day, we hear from four inspirational female leaders in finance. They discuss gender-lens investing, the rise of female-controlled wealth and its effects on broader economics, and the challenges facing female founders seeking to raise capital. Featuring (above left to right) Anouk Hilti-Zingg of Assarée; Julia Rees Toader of independent portfolio advisory firm Princes Capital; Lu Zhang, founder and managing partner of Fusion Fund; and Ana Mahony, CEO of Addition Wealth.…
A focus on long-term structural developments influenced by technological advancement, resource scarcity and societal changes. We discuss the topics of security and safety with UBS Global Wealth Management equity analyst Achille Monnet, and head of longer-term investment themes, Alexander Stiehler.
When looking at trade between two countries, the value of exports should be lower than the value of imports. In recent years the value of China’s exports to the US has exceeded the value of US imports from China. Why is this happening? As UBS Global Wealth Management chief economist Paul Donovan explains, this doesn’t necessarily mean that there’s a ‘Bermuda Triangle’ affecting US-bound Chinese cargo vessels.…
Exploring the findings of the new ‘Global Entrepreneur Report’ with Kiran Ganesh, head of investment communications in UBS Global Wealth Management. This is the first UBS report which has actively surveyed the opinions of entrepreneurs in the bank’s client base and its Industry Leader Network. The solicited views cover a wide range of key developments that might shape the growth of both industries and personal wealth.…
Insights on the future of women’s wealth from the Equality Lounge at The World Economic Forum’s annual meeting in Davos. Emma Wheeler, head of the Women’s Wealth programme at UBS Global Wealth Management, joins the show to discuss how to better unlock investment potential for female founders and to consider the role of women within the unprecedented transfer of wealth currently happening across genders and generations.…
The theme of The World Economic Forum annual meeting this year was “Collaboration for the Intelligent Age”. UBS Global Wealth Management chief economist Paul Donovan joins us to look back on the week and to discuss the threat posed by “scapegoat economics”.
We explore the latest edition of the longest-running and most comprehensive study of billionaire wealth. The 10th iteration tracks the wealth of more than 2,500 billionaires across the Americas, EMEA and APAC. As part of its research, UBS also conducted an online survey of the views of a sample of billionaire clients across the world. So what are some of the key discoveries? We discuss the report with Maximilian Kunkel, chief investment officer for global family and institutional wealth at UBS Global Wealth Management.\n\n…
In this special edition, UBS global wealth management chief investment officer Mark Haefele discusses his new book, ‘The New Rules of Investing: Essential Wealth Strategies for Turbulent Times’. Co-written with Richard C Morais, the volume outlines Haefele’s view that new developments in everything from global affairs to demographics and technology mean that we need to change the way we think about investing.\n\n…
In the first programme of the new year we present a selection of interviews that the Monocle team conducted this past November on the margins of the UBS Australasia Conference in Sydney. UBS gathered industry leaders, policymakers and innovators at the event to explore how topics such as productivity, healthcare and technology affect the economy and investment landscape. Our show features Paul Donovan, chief economist in UBS Global Wealth Management; Renee Lo, Singapore-based regional director at Google; Lachlan Shaw, co-head of UBS mining research; and UBS analyst Richard Schellbach.…
We explore the most recent edition of UBS Asset Management’s flagship thought-leadership paper, ‘The Red Thread’, which is focused on diversification. Long a central tenet of investment theory, many assumptions about the strategy have been tested of late due to the dominance of the so-called “Magnificent Seven” tech companies. Our panel is Barry Gill, UBS Asset Management’s head of investments, Michele Gambera, head of strategic asset allocation, and Lucy Thomas, head of sustainable investing and impact.…
Raphael Güller is the co-founder and chief product officer of Sweep, and one of the inspirational leaders who UBS supports and celebrates through its Global Visionaries programme. Raphael is joined at Monocle’s HQ in Zürich by Tom Hall, global head of social impact at UBS, to discuss Sweep’s origin story, its involvement in this year’s UBS Pitch for Purpose event, and why it is important for UBS to champion organisations such as Sweep, which are driving solutions to the great challenges of the day.…
We mark the occasion by hearing from Tom Hall, UBS global head of social impact and CEO of the UBS Optimus Foundation Network, and from one of its partners who has already been driving change: Fabio Segura, co-CEO of the Jacobs Foundation. They discuss the importance of collaboration in delivering effective philanthropy, with a particular focus on how education can drive social equality and enduring transformational change.\n\n…
Dr Daniela Marino is the CEO and co-founder of skin-graft innovators Cutiss and one of the inspirational leaders that UBS supports and celebrates through its Global Visionaries programme. Marino is joined at Monocle’s HQ in Zürich by Tom Hall, global head of social impact at UBS, to discuss Cutiss’s success in this year’s UBS Pitch for Purpose event and why it’s important for UBS to champion individuals who are driving solutions to the great challenges of the day.…
The second of two specials focused on breaking barriers in economics and finance, brought to you by UBS and Monocle’s sister publication, ‘Konfekt’. This show features insights from Addition Wealth founder, Ana Mahony, and business leader Rania Anderson. Thanks to the partnership with UBS, you can read more about Mahony and Anderson in ‘Konfekt’s’ winter issue, available on newsstands now.…
UBS’s head of fixed income and co-lead of the bank’s ElectionWatch report series, Kurt Reiman, joins the show to reflect on Donald Trump’s US presidential election success. In a conversation recorded as Trump finalised appointments to his cabinet, Reiman discusses the likely direction of travel for the US economy under Trump 2.0.…
The first of two special editions focused on investing in women and breaking economic barriers, brought to you by UBS and ‘Konfekt’, the sister publication of ‘Monocle’. Featuring insights from one of the extraordinary cohort of economists that shapes the UBS worldview: 2023 Nobel laureate Claudia Goldin. Goldin discusses the importance of fostering economic equality and empowering financial futures for all. Thanks to the partnership with UBS, you can read more about Goldin’s work in the winter issue of ‘Konfekt’, available on newsstands now.…
The largest survey of its kind to date, the report reveals insights into buyer behaviours and the transfer of wealth between generations of high-net-worth individuals against a backdrop of challenging economic conditions. This year’s edition gathered responses from more than 3,500 such collectors across 14 global markets, including new additions Switzerland, Mexico and Indonesia. The report’s author, cultural economist Dr Clare McAndrew, is joined by Paul Donovan, chief economist in UBS Global Wealth Management, and Art Basel CEO Noah Horowitz.…
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The Bulletin with UBS

The United Nations Biodiversity Conference recently concluded in Cali, Colombia. On today’s programme, we discuss both the event and the theme of biodiversity more generally with two leaders in the field from UBS: lead for advocacy and nature in the chief sustainability office, Judson Berkey; and global head of sustainable and impact investing for the UBS CIO, Andrew Lee.…
The UBS International Pension Gap Index compares retirement systems across 25 markets based on the voluntary savings required from its participants. Its authors, James Mazeau and Elisabeth Beusch, explain why private savings are crucial to maintain an accustomed lifestyle in retirement. They explain how the index demonstrates the importance of planning and how investments can help close pension gaps.…
Ulrike Hoffmann-Burchardi, head CIO for equities in UBS Global Wealth Management, joins the show to discuss whether the current hype around AI technology and its adoption is justified. As capex and technical innovation continue apace, we’ll hear more about UBS’s investment framework to identify AI opportunities, shed some light on how AI actually works and highlight its implications for everything from the global economy to sustainable development.…
A new report from the UBS Sustainability and Impact Institute explores whether key climate technologies are breaking through at the scale and pace required to address the climate crisis. William Nicolle, the author of the report, explains that despite climate tech’s vast potential for emissions reduction, there remains a tricky road ahead as most of these technologies are economically uncompetitive or as yet too immature to easily scale. We’ll hear how processes might be improved to better understand complex dependencies, and also to better inform strategic policy, investment and organisational decisions.…
Geopolitical upheaval and increasing economic pressure have led to a rethink of the EU’s main priorities. Former ECB president Mario Draghi’s long-awaited report on the future of European competitiveness offers a blueprint for change – but can the EU shift its economic priorities and set a fresh course for growth? We’re joined by Sam Adams, economist in the UBS Global Wealth Management CIO, to discuss.…
We explore the annual report providing an up-to-date take on global urban-housing markets and gauges the ‘bubble risk’ in residential property markets in 25 major cities worldwide. The 2024 edition charts a second successive year of slightly declining risk. We are joined from UBS by the report’s editor in chief, Matthias Holzhey, and also by Fahd Iqbal for a focus on Dubai.…
Our panel reflects on the US Federal Reserve decision to cut interest rates for the first time since March 2020. Paul Donovan, chief economist in UBS Global Wealth Management and Kiran Ganesh, managing director in the UBS Chief Investment Office, discuss the 50 basis-point reduction, consider the macro picture and explain what this week’s move means for investors.…
Professor Paul Romer won the 2018 Nobel Prize in Economic Sciences for his work integrating technological innovations into long-run macroeconomic analysis. In May, Romer spoke to Monocle Radio on the margins of the UBS Asian Investment Conference in Hong Kong. In the latest in a series in which luminaries of economics share their unique perspectives, Romer explains the effect of human capital, innovation and knowledge on economic growth.…
With the yellow metal having rallied sharply to hit new highs, our panel explains whether they think gold will keep its hold on investors. Giovanni Staunovo and Wayne Gordon from UBS explain why the policy and risk environment, and structural demand, are combining to point to continued medium-term upturn in the price. Plus: why geopolitical fears and election-related risks continue to justify holding gold as a portfolio hedge.…
Thomas McLaughlin, managing director at the UBS Chief Investment Office, joins the show to reflect on the recently concluded Democratic National Convention in Chicago. We discuss the broader context of Kamala Harris’s truncated campaign and consider what the latest polling tells us about November’s vote.…
The final part of our special series exploring the meaning of craft in today’s world. Craft is not just about what you do but also how you go about doing it, and in this series, Monocle and UBS have been interrogating how this idea comes to life across different industries. Part three features the globally minded, Zürich-based designer, architect and educator Charles O Job.…
The next in our special series exploring the meaning of craft in today’s world. Craft is not just about what you do but also how you go about doing it, and in this series, Monocle and UBS are interrogating how this idea comes to life across different industries. Parttwo features Kathryn Sargent, the first woman to earn the title of “master tailor” on London’s Savile Row; and Lowie Vermeersch, founder and creative director of the car design and mobility research firm, Granstudio.…
The first in a special series exploring the meaning of craft in today’s world. Craft is not just about what you do but also how you go about doing it: the ability to gaze both backwards and forwards; to recognise heritage and skill, and combine it with a compelling vision. In this series, Monocle and UBS are interrogating how these tenets come to life across different industries. Part one features Paul Donovan, chief economist of UBS Global Wealth Management, and Monocle’s editor, Josh Fehnert, discussing how craft can shape everything from banking to storytelling.…
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