Satyam Kantamneni | Bringing Research To The C-suite

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

منذ 10 أيام1:14:43

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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 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…

UX Research Geeks « »
Satyam Kantamneni | Bringing research to the C-suite | #52

منذ عام واحد 30:28

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Satyam talks about the role of research in organizations, focusing on its connection to leadership and business goals. He explains how researchers can align their work with business needs, share findings effectively, and position research as a key part of decision-making.

👉 Join Tina on February 5th for a live webinar where she shares her biggest takeaways from interviewing 50 researchers around the globe. She’ll reveal behind-the-scenes stories about how the podcast started, how guests and topics are selected, and give a sneak peek into what’s coming in 2025.

👉 Don’t miss it - sign up now! https://www.meetup.com/ux-research-meetups/events/305513708/?eventOrigin=group_upcoming_events

Episode highlights

00:01:12 – Satyam’s journey into design and research
00:04:12 – Who owns research in companies?
00:07:10 – Why research belongs near leadership
00:13:31 – Explaining the need for research to clients
00:20:19 – Connecting research to business goals
00:27:26 – Insights from Satyam’s book

About our guest

Satyam is a leader in experience design, co-founder of UXReactor, and creator of the PragmaticUX framework.

Before founding UXReactor, Satyam led design teams at Citrix and PayPal, focusing on making design part of business strategy. An alumnus of Harvard Business School and Stanford’s Design Thinking program, he is dedicated to showing that great UX isn’t just about better products - it drives innovation across organizations.

🔎 Where to follow Satyam

👉 If you have any tips on fantastic speakers from across the globe, feedback, or any questions, we’d love to hear from you too. Reach out to geekspodcast@uxtweak.com

👉 Did you know that UXtweak also offers a series of webinars packed with practical knowledge for UX professionals? Check out the episode with Kevin Liang, where he talks about driving strategy in reactive environments: https://www.youtube.com/watch?v=HZVm112Io4k&list=PLHN9Xnxn7kezRonCw0uACirsurAYEGhNA&index=9&ab_channel=UXtweak

About this podcast:

Welcome to UX Research Geeks, where Tina Ličková, a researcher and strategist, talks with researchers from around the globe about topics that matter to them.

🐝 Brought to you by UXtweak, an all-in-one UX research software. Start your research for free at: https://www.uxtweak.com/ 👈

🐝 Where to follow UXtweak:

LinkedIn / Instagram / YouTube / Facebook / Twitter

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