IMI Talking Leadership podcast

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

2 napja1:14:43

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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…

IMI Talking Leadership

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A provider of world-class executive education, IMI equips leaders to build the future. In this podcast series, we hear from some of the world's leading business thinkers about what it takes to lead today.

131 epizódok

#Business #IMI Talking Leadership #Irish Management Institute

IMI Talking Leadership

updated 19 napja

Megosztás

Sorozat kép•Feed

131 epizódok

#Business #IMI Talking Leadership #Irish Management Institute

Minden epizód

IMI Talking Leadership

1
An Introduction to Inclusive Leadership with Sile Walsh 36:40

19 napja36:40

36:40

Inclusive leadership is about so much more than just diversity. So how do phycological safety, different ways of thinking, and unconscious bias all relate to this important topic? We discussed all of this and more with Sile Walsh.

IMI Talking Leadership

1
Creating Culture with Jayson Moran 27:25

5 weeks27:25

27:25

Why do some businesses just feel different? What can we learn from the way restaurants do business? Jayson Moran dives into how leaders can help build and maintain organisational culture.

IMI Talking Leadership

1
Learnings from Top Leaders with Chris Roebuck 25:10

6 weeks25:10

25:10

Chris Roebuck has interviewed some of the world's top leaders - so, what can we learn from them? These are the key leadership trends for 2025, and how they can take your organisation from good to great. To hear the CEO interviews Chris mentions and learn more from his articles and TV interviews head to his website - https://chrisroebuck.live/.…

IMI Talking Leadership

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2024 Year In Review 19:50

10 weeks19:50

19:50

From conversations about AI, to insights on crafting connections, we covered a wide range of topics, alongside global thought leaders. These are some of our highlights of 2024.

IMI Talking Leadership

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Redesigning Work with Lynda Gratton 27:49

13 weeks27:49

27:49

People are living longer, and traditional ways of work are changing. In this episode of the Talking Leadership podcast, Lynda Gratton discusses the new multi-stage life, the impacts of the pandemic on the future of work, and why freelance is the future.

IMI Talking Leadership

1
Crafting Connections through Social Media with Eva Perez 27:59

13 weeks27:59

27:59

How do we ensure that customers feel connected, in the age of social media? How do you decide if TikTok is right for your business? Can online customer support backfire? All this and more with digital marketing expert, Eva Perez.

IMI Talking Leadership

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Geopolitics and Business with Christopher Hartwell 26:49

15 weeks26:49

26:49

How can businesses mitigate geopolitical risks? What does the rise of right-wing populism mean for your industry? And just how bleak does the future really look? Economist and Professor, Christopher Hartwell, explores these questions on the IMI Talking Leadership podcast.

IMI Talking Leadership

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Thinking for a Sustainable Future with Paul Begley 20:51

18 weeks20:51

20:51

What do attached bottle caps and Teslas have in common? How can climate change disrupt your supply chain? Is AI sustainable? All this and more with sustainability expert, Paul Begley.

IMI Talking Leadership

1
Understanding AI Strategy & Execution with Kieran Gilmurray 36:00

20 weeks36:00

36:00

AI expert, Kieran Gilmurray, dives into how leaders can develop and AI roadmap, how to get buy-in from key stakeholders, and what new AI technologies are coming in the near future.

IMI Talking Leadership

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The Basics of Sustainable Finance with Pablo Collazzo 33:48

24 weeks33:48

33:48

Is your organisation committing one of the 7 sins of ESG Management? Are you prepared for mandatory reporting? Pablo Collazzo discusses how sustainability requires a full mindset shift.

IMI Talking Leadership

1
Mastering Basic Financial Concepts with Kery Hamman 26:21

26 weeks26:21

26:21

Why is it important for non-financial managers to have a basic understanding of financial concepts? What key financial terms should you be familiar with? How can you avoid being overwhelmed by numbers? Kery Hamman discusses.

IMI Talking Leadership

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The Importance of Data Literacy with Tony Moroney 21:58

28 weeks21:58

21:58

Data, and particularly data literacy are key for all organisations in the modern world. It doesn’t matter what stage you’re at- start up, SME, major international business. Tony Moroney joins us to discuss how organisations can make better use of data, and how individuals can ensure that they're data literate.…

IMI Talking Leadership

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Essential Skills for IT Leadership with Margit Takacs 23:08

29 weeks23:08

23:08

What skills do IT leaders need to develop, to move from an individual contributor to a management role? How can leaders in the IT sector get buy-in from senior stakeholders, and efficiently manage transformation projects? Is it possible to keep remote IT teams engaged? We met up with Margit Takacs to discuss.…

IMI Talking Leadership

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Leveraging AI for Business Performance with Paidi O'Reilly 35:34

32 weeks35:34

35:34

How can AI be leveraged in different areas of the organisations? How can companies retain talent in an age of AI? How can leaders manage risks associated with bias and data protection?

IMI Talking Leadership

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The Art of Strategic Thinking with Kriti Jain 23:45

34 weeks23:45

23:45

How can leaders leverage paradoxes? How can we prepare for unforeseen circumstances? And why is carving out time for deep thinking so important? All this and more with leadership and strategy expert, Kriti Jain.

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