Episode 75: COVID-19, through the lens of a Chief Data Officer

Smart Cities Chronicles

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

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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…

5 éve 57:43

MP3•Epizód kép

In this episode of the Chronicles Smart Cities Council CEO Philip Bane chats with Carlos Rivero, Chief Data Officer at the Commonwealth of Virginia. Their discussion tracks the origins of the CDO Office, early challenges and the quick wins. Carlos outlines the multitude of efforts put in place to build greater data leadership via data sharing, analytics, stronger governance and a series of data trusts. Carlos also shares his reflections on the work the Office of the CDO implemented in response to the COVID-19 global pandemic.

106 epizódok

#Business #Smart Cities Council Australia New Zealand #Smart Cities

Smart Cities Chronicles

Episode 75: COVID-19, through the lens of a Chief Data Officer

Smart Cities Chronicles

published 5 éve

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MP3•Epizód kép

106 epizódok

#Business #Smart Cities Council Australia New Zealand #Smart Cities

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Smart Cities Chronicles

1
Ingram Micro Cloud: The digital transformation of cities and citizens 6:08

2 years6:08

6:08

AWS and Ingram Micro have a full complement of strong partners in the IoT consulting ISV space and have been active in this area for about 10 years. The specific goal is to accelerate projects that that benefit both cities, all the stakeholders and solution providers. Hear more from Nathan Washington and Smart Cities Council's Philip Bane as they discuss cities going from concept to implementation.…

Smart Cities Chronicles

1
Episode 95: NSW Department of Planning and Environment: Movement and Place 36:52

3 years36:52

36:52

In this episode Interim Executive Director for ANZ Jannat Maqbool talks to Mark Yee and Ben Cebuliak from the New South Wales Department of Planning and Environment. As precincts start to adopt the newly released Movement and Place framework and apply the principles and practices, where can we look forward to seeing the greatest impact and what are the key challenges and opportunities? Let's dive in.…

Smart Cities Chronicles

1
Quick Deploy Zero Trust Cybersecurity 13:07

3 years13:07

13:07

oin Junaid Islam, CTO of XQ Msg as he advocates for quick-deploy cybersecurity.

Smart Cities Chronicles

1
Episode 94: Future of Cybersecurity is 'Frictionless Zero Trust Data' 12:18

3 years12:18

12:18

Cybersecurity can be frictionless if it starts with the data and is network agnostic.

Smart Cities Chronicles

1
Episode 93: Water Equity 13:55

3 years13:55

13:55

Learn about the essentials of water equity - availability, potability and affordability.

Smart Cities Chronicles

1
Episode 92: Clean Air Pays 11:20

3 years11:20

11:20

Join Julie Pelletier, North American Regional Manager for Ecomesure as she reviews how clean air delivers multiple benefits to communities - and that with the upcoming EPA Community Air Pollution Grant pays for itself.

Smart Cities Chronicles

1
Episode 91: What we need to know for a 'digital by default' infrastructure sector in Australia 1:04:27

3 years1:04:27

1:04:27

In this extended episode we share a recording from the opening plenary session at Digital Twin Week 2021. Moderated by Gavin Cotterill (Consulting Director Asia Pacific, PCSG), this dialogue followed a keynote presentation from Romilly Madew AO (CEO of Infrastructure Australia) that shared key outcomes and recommendations from the recently released Australia Infrastructure Plan, including gits call for the nation's infrastructure to be 'digital by default'. This panel session was a response to that aspiration, with three industry leaders coming together to unpack what that might mean. The panel guests were Richard Morrison (Practice Lead Information and Communications Technology ANZ, AECOM), Meredith Hodgman (Associate Director Places and Partnerships, KPMG) and Henry Okraglik (Global Director Digital, WSP).…

Smart Cities Chronicles

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Future of Place S1E8: Tech and data, and planning. Let's discuss... 32:49

3 years32:49

32:49

In this episode we hear from three PlanTech champions, each from differing sectors (public, private and academia), passionate about the future of the planning profession. Claire Daniel, Prugya Maini and Sacha Nicholls share their views on the role of digital and data in the planning process and the opportunity for planners, the capability uplift required and the good things ahead on the PlanTech journey. All three of our guests are representatives of the Planning Institute of Australia PlanTech Young Professionals Working Group.…

Smart Cities Chronicles

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Episode 90: 5G readiness for cities 38:36

3 years38:36

38:36

We have all heard about the next generation telecommunication network - 5G. It's happening. But there is still more to come, for consumers, industry sectors and government. In this highly informative podcast episode, Ian Hatton (Smart City Lead at Complete Urban) walks us through some of the key attributes of being 5G 'ready'. We discuss potential impacts, risks, opportunities and what next might look like if your a local Council trying to navigate the space.…

Smart Cities Chronicles

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Episode 89: Preparing the market for Infrastructure 4.0 28:45

3 years28:45

28:45

Welcome to the first of a number of special interviews as part of our Digital Twin series. In this episode we chat with Graeme Henderson - Global Practice Director at GHD Digital - on the demands that Infrastructure 4.0 is presenting to the market, and how we will benefit from the digital transformation of the infrastructure sector. Of course we talk about Digital Twin capability, but also how we resource this transformation process. As someone responsible for a global organisation's capabilities in digital engineering, Graeme brings a view that is pragmatic, yet keeps a keen eye on what's coming over the horizon.…

Smart Cities Chronicles

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Future of Place S1E7: Where to next for the 20min neighbourhood? 23:45

3 years23:45

23:45

In this episode, we are joined by James Mant, Director of Places and Precincts at the Department of Environment, Land, Water and Planning in the Victorian government. As one of the nation's leading policymakers and advocates for 20min neighbourhoods, it is a timely catch up with James to discuss post-COVID musings on the relationships between people and place, and how the 20min neighbourhood model can be an underpinning of smarter and more sustainable communities.…

Smart Cities Chronicles

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Episode 88: NatureTech or not, here it comes... 30:29

4 years30:29

30:29

In this episode we explore the NatureTech movement that is bringing technology, data and nature together at an eyewatering pace, and get hands on with the types of platforms bring us a new yet critical data set for urban planning. Thomas Gooch and Fang Yuan from OPO (the Office of Planetary Observations) share with us advancements in satellite imagery and data computation/analytics and how its providing the new green infrastructure data sets and insights that all city planners can now access.…

Smart Cities Chronicles

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Future of Place S1E6: Gamification and data-inspired communities 23:57

4 years23:57

23:57

In this episode we are joined by David Catalovski from GreenBe to share the latest approaches to community participation in our communities, and how the data gathered through emerging gamification platforms can enable the future of place.

Smart Cities Chronicles

1
Future of Place S1E5: Rebuilding the urban freight delivery model 25:03

4 years25:03

25:03

In this episode we are joined by Anne Goodchild from the University of Washington to unpack the Seattle Neighbourhood Delivery Hub and discuss all things urban and micro freight and what it means for the future of place.

Smart Cities Chronicles

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Future of Place S1E4: Creating immersive place based data sets with mobile laser scanning 22:07

4 years22:07

22:07

In this episode we are joined by Brad Chambers from Veris to discuss mobile laser scanning and how such an intensive and accurate data collection method enables us to create immersive place-based data sets.

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Episode 75: COVID-19, through the lens of a Chief Data Officer

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Episode 75: COVID-19, through the lens of a Chief Data Officer