Today's Architecture podcast

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

4 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…

Today's Architecture

Megosztás

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Today's Architecture is a podcast about how to create a more sustainable architecture enhancing life and nature on this planet.

10 epizódok

#Arts #Graphic Design #Hugo Taillandier

Today's Architecture

updated 4 éve

Megosztás

Sorozat kép•Feed

Today's Architecture is a podcast about how to create a more sustainable architecture enhancing life and nature on this planet.

10 epizódok

#Arts #Graphic Design #Hugo Taillandier

すべてのエピソード

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#009 - Embodied Carbon, Decarbonise Now with ACAN, Kerry Watton & Bobby Jewell 44:44

4 years44:44

44:44

This week episode is with two members of the Architects Climate Action Network (ACAN): Kerry Watton and Bobby Jewell. We are talking about embodied carbon in the construction industry and how ACAN is acting to reduce carbon emission. Show notes: https://todays-architecture.com/2021/05/31/ 009-embodied-carbon-decarbonise-now-with-acan-kerry-watton-bobby-jewell /…

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#008 - The future of Architecture, an Open Conversation with Duncan Baker-Brown 49:17

4 years49:17

49:17

Today's conversation is with the Architect Duncan Baker-Brown. Through his story as an architect, we are exploring different solutions to reduce carbon emission, how to reuse waste material to erect new buildings, the importance of retrofitting existing buildings and how we can learn through history to design and build a better future. Show notes: https://todays-architecture.com/2021/05/24/ 008-the-future-of-architecture-an-open-conversation-with-duncan-baker-brown /…

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#007 - Passivhaus Standard 101 with Matt Bridgestock 55:50

4 years55:50

55:50

How do we reduce carbon emission of our buildings? Well there is many different ways to do it. One of these is to reduce as much as we can the energy loss of our building. Keeping the warm inside, for cold climate, or the cold inside for warmer climate. Matt Bridgestock is explaining to us how the Passivhaus Standard has been designed to ensure an healthy environment to the occupant of the building and also reduces as most thermal losses. In this episode we are going to learn what is the Passivhaus, its challenges, opportunities, limitation and how to design a Passive House. Show note: https://todays-architecture.com/2021/05/17/ 007-passivhaus-standard-101-with-matt-bridgestock /(opens in a new tab)…

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#006 - Being Part of the Sustainable Change in Architecture with SEDA, Catherine Cosgrove 44:30

4 years44:30

44:30

The Scottish Ecological Design Association, has been created about 30 years ago by Howard Liddell and Sebastian Tombs. The goal of this organisation: connecting people who want to share their knowledge on sustainability through conversation, sharing resources and information. Catherine Cosgrove is now the Chair of SEDA. In this conversation we are talking about how sustainability in architecture evolved in the last 30 years in the UK and what was the role of organisations like SEDA into this evolution. Show note: https://todays-architecture.com/2021/05/10/006-being-part-of-the-sustai/…

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Bonus - Expanding Your Network with apirATion CIAT, Alyx Stickle 13:35

4 years13:35

13:35

Are you a Architectural Technology (AT) Student or a young professional? Do you want to start or expand your network in the Construction Industry? Or maybe you are a professional looking for young and motivated AT, some fresh blood? In this bonus episode Alyx, aspirATion Group Chair for Scotland East Region , is telling us how aspirATion can help you with that and more! Show note: https://todays-architecture.com/2021/05/07/ bonus-expanding-your-network-with-apiration-ciat-alyx-stickle /(opens in a new tab)…

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#005 - Climate Crisis, The Construction Industry Needs To Act Now! with Scott McAulay, AAS 41:27

4 years41:27

41:27

In this episode we are discussing the climate crisis, the lack of response from our institutions and the Construction Industry and how we have the power to take action and be part of the solution. Show note: https://todays-architecture.com/2021/05/03/005-climate-crisis-the-construction-industry-need-to-act-now-with-scott-mcaulay-aas/…

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#004 - Circular Economy in the Construction Industry, with Stephen Boyle, Zero Waste Scotland 49:49

4 years49:49

49:49

Episode number 4 is a conversation with Stephen Boyle from Zero Waste Scotland. An introduction to the Circular Economy in the Construction Industry. How to reduce waste, bring value to your building, reduce environmental impact and redefine our sense of ownership. Creating a better world for our generation and future generations. This is what Circular Economy is about. Show notes: https://todays-architecture.com/2021/04/26/ 004-circular-economy-in-the-construction-industry /…

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#003 - Sustainability, A Perspective From The Construction Industry 35:38

4 years35:38

35:38

Today's episode is, again, about sustainability but from a different perspective. From the perspective of the construction industry. Our guests are going to answer a couple of questions: What is their definition of sustainability and what is their best advice to achieve sustainability in architecture. From students to experienced professionals this episode will give us a bigger picture of how sustainability is currently perceived in the construction industry. Show notes: https://todays-architecture.com/2021/04/19/003-sustainability-a-perspective-from-the-construction-industry/…

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#002 - Is Sustainability Will Save Us? with Dr. John R Ehrenfeld 58:13

4 years58:13

58:13

How to acheive sustainability through flourishing with Dr John R Ehrenfeld. Show notes: https://todays-architecture.com/2021/04/12/002-is-sustainability-will-save-us-with-john-r-ehrenfeld/

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#001 - Introduction | Show Formalities What to Expect 5:00

4 years5:00

5:00

It's there! First Episode of Today's Architecture Podcast! Podcast Show notes here: https://todays-architecture.com/2021/04/12/001-introduction-show-formalities-what-to-expect/

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