Artificial Intelligence and You

What is AI? How will it affect your life, your work, and your world?

275 - Guest: Carl Benedikt Frey, Professor of AI and Work, part 2

This and all episodes at: https://aiandyou.net/ .     "The book seems to be more timely than originally anticipated."  I'm talking with Carl Benedikt Frey about his new book, How Progress Ends: Technology, Innovation, and the Fate of Nations, and its exploration of the political and economic effects of policies like tariffs and university defunding comes at a very critical time. AI is projected to have enormous economic and social impacts that call for the biggest of big picture thinking, and Frey is the co-author of the 2013 study The Future of Employment: How Susceptible Are Jobs to Computerization, which has received over 12,000 citations. He is Associate Professor of AI and Work at the Oxford Internet Institute and Director and Founder of the Future of Work Programme at the Oxford Martin School, both at the University of Oxford. His 2019 book, The Technology Trap: Capital, Labor, and Power in the Age of Automation, was selected as a Financial Times Best Book of the Year and awarded Princeton University’s Richard A. Lester Prize.   In the conclusion, we talk about the links between innovation and industry productivity, why AI hasn’t yet delivered broad gains, automation’s uneven effects on workers, the role of antitrust in sustaining competition, and the need for institutions like Oxford to adapt. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.            

09-22
28:18

274 - Guest: Carl Benedikt Frey, Professor of AI and Work, part 1

This and all episodes at: https://aiandyou.net/ .     "The book seems to be more timely than originally anticipated."  I'm talking with Carl Benedikt Frey about his new book, How Progress Ends: Technology, Innovation, and the Fate of Nations, and its exploration of the political and economic effects of policies like tariffs and university defunding comes at a very critical time. AI is projected to have enormous economic and social impacts that call for the biggest of big picture thinking, and Frey is the co-author of the 2013 study The Future of Employment: How Susceptible Are Jobs to Computerization, which has received over 12,000 citations. He is Associate Professor of AI and Work at the Oxford Internet Institute and Director and Founder of the Future of Work Programme at the Oxford Martin School, both at the University of Oxford. His 2019 book, The Technology Trap: Capital, Labor, and Power in the Age of Automation, was selected as a Financial Times Best Book of the Year and awarded Princeton University’s Richard A. Lester Prize.   We talk about whether progress is inevitable, how growth depends on the interplay of technology and institutions, the link between productivity and innovation, the importance of institutional flexibility and decentralized funding, the effects of tariffs, the risks of China’s increasingly centralized model, and why the US and China are both triggering declining dynamism in each other. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.            

09-15
34:59

273 - Guest: Megan Peters, Computational Cognitive Scientist, part 2

This and all episodes at: https://aiandyou.net/ .     I'm talking with Megan Peters, who researches thinking about thinking, or metacognition. She is an Associate Professor in the UC Irvine Department of Cognitive Sciences, studying how the brain represents and uses uncertainty, focusing on how these abilities support metacognitive evaluations of the quality of our decisions. She’s a Fellow in the UCI Center for the Neurobiology of Learning and Memory, the UCI Center for Theoretical Behavioral Sciences, and the Canadian Institute for Advanced Research (CIFAR) Brain Mind & Consciousness program. She’s also President and Co-founder of Neuromatch, an educational platform serving over 30,000 students in over 120 countries across computational neurosciences, deep learning, computational climate science, and neuroAI. In our conclusion, we talk about Turing Tests, measuring the brain, the Haunted Mansion, some cool experiments on brains, and… cats. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.            

09-08
33:37

272 - Guest: Megan Peters, Computational Cognitive Scientist, part 1

This and all episodes at: https://aiandyou.net/ . Have you ever thought about thinking? That’s called metacognition, and Megan Peters thinks about that, a lot. She is an Associate Professor in the UC Irvine Department of Cognitive Sciences, researching how the brain represents and uses uncertainty, focusing on how these abilities support metacognitive evaluations of the quality of our decisions. She’s a Fellow in the UCI Center for the Neurobiology of Learning and Memory, the UCI Center for Theoretical Behavioral Sciences, and the Canadian Institute for Advanced Research (CIFAR) Brain Mind & Consciousness program. She’s also President and Co-founder of Neuromatch, an educational platform serving over 30,000 students in over 120 countries across computational neurosciences, deep learning, computational climate science, and neuroAI. We get really meta here: talking about thinking about thinking,  how we build models of the world, how language shapes our thinking, whether AI is doing metacognition in its chains of thought, statistical learning in AIs and humans, consciousness in humans and animals and AIs, and theories of consciousness. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.            

09-01
40:31

271 - Guest: Christof Koch, Cognitive Scientist, part 2

This and all episodes at: https://aiandyou.net/ . I am talking with neuroscientist Christof Koch, and as he says, "How is it that we, a piece of furniture of the universe like a rock or a star or a tree, can love or hate or see or hear?" What, in other words, makes us conscious, and what does that mean? He is known for his work exploring the substrate of consciousness in humans, animals, and machines and is the author of more than 350 peer-reviewed publications and five books, the latest of which is Then I Am Myself the World: What Consciousness Is and How to Expand It. A physicist and neurobiologist, he was for more than a quarter of a century a professor of biology and engineering at the California Institute of Technology in Pasadena. In 2011, he became the Chief Scientist at the Allen Institute for Brain Science in Seattle and in 2015, its president; now a Meritorious Investigator. He is also the Chief Scientist of the Tiny Blue Dot Foundation in Santa Monica, seeking to understand consciousness, its place in nature, and how this knowledge can benefit all of humanity. In part 2, we talk about a theory of consciousness that Christof is a primary researcher of: Integrated Information Theory, and tools for detecting and measuring consciousness, the magic number φ, the possibility of consciousness transfer, philosophical zombies, and neural correlates of consciousness. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

08-25
41:00

270 - Guest: Christof Koch, Cognitive Scientist, part 1

This and all episodes at: https://aiandyou.net/ . As my guest today says, "How is it that we, a piece of furniture of the universe like a rock or a star or a tree, can love or hate or see or hear?" What, in other words, makes us conscious, and what does that mean? He is the cognitive scientist Christof Koch, known for his work exploring the substrate of consciousness in humans, animals, and machines. He is the author of more than 350 peer-reviewed publications and five books, the latest of which is Then I Am Myself the World: What Consciousness Is and How to Expand It. A physicist and neurobiologist, he was for more than a quarter of a century a professor of biology and engineering at the California Institute of Technology in Pasadena. In 2011, he became the Chief Scientist at the Allen Institute for Brain Science in Seattle and in 2015, its president; now a Meritorious Investigator. He is also the Chief Scientist of the Tiny Blue Dot Foundation in Santa Monica, seeking to understand consciousness, its place in nature, and how this knowledge can benefit all of humanity. Why is an AI show interested in consciousness? Because the questions constantly arise, is AI conscious? How will we know when it is? How can or should we make it conscious? And if we can’t answer those questions for human beings, how will we answer them for anything else? We talk about the relationships between existence, identity, quantum mechanics, language, and consciousness, and cosmic consciousness, how conscious parts of your body might be, connecting brains to each other, including an example that’s already happened, and… opera. It is possibly literally mind blowing. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

08-18
37:08

269 - Guest: De Kai, Pioneer of Google Translate, part 2

This and all episodes at: https://aiandyou.net/ . "We are in the privileged - or unfortunate - situation of being the last generation of humans to be parenting AIs. All the future generations of AIs are going to be parented mainly by AIs. And so even more than with our human children and grandchildren, we have one shot at raising this next generation correctly." I am talking with De Kai, a pioneering professor of AI who built the web’s first global online language translator that spawned Google Translate and Microsoft Bing Translator, and author of new book, Raising AI: An Essential Guide to Parenting Our Future. De Kai was honored by the Association for Computational Linguistics as one of its 17 Founding Fellows and holds joint appointments at HKUST’s Department of Computer Science and Engineering and Division of Arts and Machine Creativity, and at Berkeley’s International Computer Science Institute. He is Independent Director of the AI ethics think tank The Future Society and was one of eight inaugural members of Google’s AI ethics council. So he’s helped create some of the most important mechanisms and institutions of the modern AI age. In the conclusion of our interview, we talk about how to parent AI and what that means, responsibilities of the AI companies, a kind of parent-teacher association for AI and how to get involved, and our responsibilities to the next generation. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

08-11
36:01

268 - Guest: De Kai, Pioneer of Google Translate, part 1

This and all episodes at: https://aiandyou.net/ . As AI becomes more and more powerful, what is our responsibility, collectively? I am joined by De Kai, a pioneering professor of AI who built the web’s first global online language translator that spawned Google Translate and Microsoft Bing Translator. And he has answered those questions with his new book, Raising AI: An Essential Guide to Parenting Our Future. De Kai was honored by the Association for Computational Linguistics as one of its 17 Founding Fellows and holds joint appointments at Hong Kong University of Science and Technology’s Department of Computer Science and Engineering and Division of Arts and Machine Creativity, and at Berkeley’s International Computer Science Institute. He is Independent Director of the AI ethics think tank The Future Society and was one of eight inaugural members of Google’s AI ethics council. So he’s helped create some of the most important mechanisms and institutions of the modern AI age. We talk about why we should parent AI, the existential issues that drove him to write the book, seeing AI as neuro-atypical, and the architecture and features of AI that are important to consider in how we relate to it. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

08-04
31:36

267 - Joint Episode with the London Futurists Podcast

This and all episodes at: https://aiandyou.net/ . Welcome to a joint episode with the London Futurists podcast, hosted by David Wood and Calum Chace, who have both been individual guests on this show in the past.  David is chair of the London Futurists and named by T3 as one of the 100 most influential people in technology. He is author of the books, “The Singularity Principles: Anticipating and managing cataclysmically disruptive technologies” and more recently, “The Death of Death.”  Calum is the author of "Surviving AI: The promise and peril of artificial intelligence," and "The Economic Singularity: Artificial intelligence and the death of capitalism." He was recently ranked sixth in a list of the world’s top futurist professionals by Global Gurus TOP30. Together, David and Calum are key players at a new company called Conscium, which describes itself as “the world’s first applied AI consciousness research organisation.” I follow every episode of the London Futurists podcast and I recommend you do too. There’s a link to it in the show notes and transcript. And if you can attend any of the London Futurists meetings, they are very useful and thought-provoking, and many of them are online and free. We are all talking together today about AI agents, AI safety and security, its effects on social cohesion and communication, and decentralization of control. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

07-28
56:50

266 - Guest: Kate Hayles, Literary and Technological Analyst, part 2

This and all episodes at: https://aiandyou.net/ . It’s more important than ever to define just what we mean by words like intelligence, consciousness, and thinking. Here to help us is Kate Hayles, Distinguished Research Professor at UCLA and the James B. Duke Professor Emerita from Duke University. Her research focuses on the relations of literature, science and technology, and her books include Postprint: Books and Becoming Computational, Unthought: The Power of the Cognitive Nonconscious, and How We Think: Digital Media and Contemporary Technogenesis. She has fellowships from the National Endowment for the Humanities, the Guggenheim, a Rockefeller Residential Fellowship at Bellagio, and two University of California Presidential Research Fellowships, and she is a member of the American Academy of Arts and Sciences. We are focusing on her new book, Bacteria to AI:  Human Futures with our Nonhuman Symbionts, where she lays out a new theory of mind—what she calls an integrated cognitive framework—that includes the meaning-making practices of lifeforms from bacteria to plants, animals, humans, and some forms of artificial intelligence. In part 2, we talk about where meaning resides, for instance in poetry and literature, and how students’ attention span has changed and shortened as a result of multitasking or multiple information streams and how educational models need to change, how our cognitive symbiosis with AI might evolve, and markers of whether AI has consciousness, sentience, or deserves any individual rights. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

07-21
39:08

265 - Guest: Kate Hayles, Literary and Technological Analyst, part 1

This and all episodes at: https://aiandyou.net/ . It’s more important than ever to define just what we mean by words like intelligence, consciousness, and thinking. Here to help us is Kate Hayles, Distinguished Research Professor at the University of California at Los Angeles. Her research focuses on the relations of literature, science and technology, and a new theory of mind—what she calls an integrated cognitive framework (ICF)—that includes the meaning-making practices of lifeforms from bacteria to plants, animals, humans, and some forms of artificial intelligence. That’s the topic of her new book, Bacteria to AI:  Human Futures with our Nonhuman Symbionts. A symbiont is an organism living in symbiosis with another, with a closely-coupled mutual relationship between them. Kate’s other books include Postprint: Books and Becoming Computational, Unthought: The Power of the Cognitive Nonconscious, and How We Think: Digital Media and Contemporary Technogenesis. She has many fellowships, including two University of California Presidential Research Fellowships, and is a member of the American Academy of Arts and Sciences. We talk about the relationship between cognition and consciousness, and between cognition and computation; our dependency and codependency on technology; concepts like anthropocentrism and technosymbiosis, which Kate unpacks in the service of laying out a really novel way of thinking about thinking; and whether AI is thinking, or feeling. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

07-14
34:04

264 - Guest: Dagan Shani, Filmmaker, part 2

This and all episodes at: https://aiandyou.net/ . We get at this AI thing from many different angles: it changes us in so many ways that we're not going to understand it through just a technical discussion. So today we look at what it means to be human in the AI age through the eyes of Dagan Shani, an independent filmmaker who has focused on the risks associated with AI through movies that evoke our emotions. His documentary Don't Look Up - The Documentary: The Case for AI as an Existential Threat was described by Max Tegmark as “the most important film of the year.” Shani’s short documentary from 2024, Moloch - AI and the Deadly Force Driving Us to the Brink, and his latest film, Obsolete - Human Work in the Age of AI, both raise pressing questions about the rapid advancement of AI and its far-reaching implications. In part 2, we talk about Universal Basic Income, more about Moloch, and the Studio Ghibli incident and the future of AI-generated visual media.  All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

07-07
36:11

263 - Guest: Dagan Shani, Filmmaker, part 1

This and all episodes at: https://aiandyou.net/ . We get at this AI thing from many different angles: it changes us in so many ways that we're not going to understand it through just a technical discussion. So today we look at what it means to be human in the AI age through the eyes of Dagan Shani, an independent filmmaker who has focused on the risks associated with AI through movies that evoke our emotions. His documentary Don't Look Up - The Documentary: The Case for AI as an Existential Threat was described by Max Tegmark as “the most important film of the year.” Shani’s latest film, Obsolete - Human Work in the Age of AI, raises pressing questions about the rapid advancement of AI.  We talk about Moloch, which is the legendary personification of competition that drives us to be our worst selves, and the subject of Shani’s short documentary from 2024, Moloch - AI and the Deadly Force Driving Us to the Brink. We also talk about game theory, AI hype, impact on jobs, and AI in movie making. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

06-30
39:34

262 - Guests: Ja-Nae Duane and Steve Fisher, Futurists, part 2

This and all episodes at: https://aiandyou.net/ . How do you deal personally, and organizationally, with exponential change? That’s the subject of a new book, Super Shifts: Transforming How We Live, Learn, And Work In The Age Of Intelligence, and both of its authors are here. Dr. Ja-Naé Duane is a behavioral scientist who has worked with companies such as PWC, Saudi Aramco, AIG, and Deloitte. She is a member of the Loomis Council at the Stimson Center, collaborator with the National Institute of Health, and holds appointments at Brown University and MIT’s Center for Information Systems Research. Steve Fisher co-founded the Futures Practice at McKinsey & Company and is the Managing Partner of the consultancy Revolution Factory. At FTI Consulting, he led the adoption of Generative AI for business model transformation, and is Chief Futurist at the Human Frontier Institute. Together, they have previously authored the bestseller The Startup Equation. In the conclusion of the interview, we’re going to talk about Asimov’s Laws of Robotics, AI’s future enhancements to our lives, the different new species of humans that will emerge, and how the educational system needs to evolve. Steve and Ja-Naé have extended a special offer to the listeners of this show, to get two chapters of their book free via this link. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

06-23
36:03

261 - Guests: Ja-Nae Duane and Steve Fisher, Futurists, part 1

This and all episodes at: https://aiandyou.net/ . How do you deal personally, and organizationally, with exponential change? That’s the subject of a new book, Super Shifts: Transforming How We Live, Learn, And Work In The Age Of Intelligence, and both of its authors are here. Dr. Ja-Naé Duane is a behavioral scientist who has worked with companies such as PWC, Saudi Aramco, AIG, and Deloitte. She is a member of the Loomis Council at the Stimson Center, collaborator with the National Institute of Health, and holds appointments at Brown University and MIT’s Center for Information Systems Research. Steve Fisher co-founded the Futures Practice at McKinsey & Company and is the Managing Partner of the consultancy Revolution Factory. At FTI Consulting, he led the adoption of Generative AI for business model transformation, and is Chief Futurist at the Human Frontier Institute. Together, they have previously authored the bestseller The Startup Equation. This week, we’re going to talk about what shaped their careers in this work, the definition of a super shift and how people react to them over different timescales, human patterns of change, how a family might be dealing with all this in 15 years, and… opera. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

06-16
29:25

260 - Guest: Nada Sanders, Global Business Futurist, part 2

This and all episodes at: https://aiandyou.net/ . What does the ideal integration of humans and technology look like in business in the future? Nada Sanders calls that a “Humachine.” She is a thought leader and expert in forecasting and human-technology integration, has an MBA and a PhD in supply chain management, and is an expert in digital transformation. She is author of seven books, including The Humachine: Humankind, Machines, and the Future of Enterprise, and is a Fellow of the Decision Sciences Institute. In 2022 she was awarded the prestigious Robert D. Klein Lecturer Award by Northeastern University. In part 2, we talk about intentionality, integration, implementation, and indication, what to digitize in digital transformation, KPIs and other indicators of success in an AI-first business, and how culture needs to shift in the enterprise. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

06-09
30:23

259 - Guest: Nada Sanders, Global Business Futurist, part 1

This and all episodes at: https://aiandyou.net/ . What does the ideal integration of humans and technology look like in business in the future? Nada Sanders calls that a “Humachine.” She is a thought leader and expert in forecasting and human-technology integration, has an MBA and a PhD in supply chain management, and is an expert in digital transformation. She is author of seven books, including The Humachine: Humankind, Machines, and the Future of Enterprise, and is a Fellow of the Decision Sciences Institute. In 2022 she was awarded the prestigious Robert D. Klein Lecturer Award by Northeastern University. In part 1, Nada defines the Humachine, and we talk about the ideal relationship between humans and AI, Kasparov’s Law, what skills have atrophied in the younger workforce, how software jobs are changing, and where to set the boundary between AI assistants and human assistants. All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

06-02
33:47

258 - Guests: Emily Bender & Alex Hanna, Authors, part 2

This and all episodes at: https://aiandyou.net/ . I am talking with Drs. Emily Bender and Alex Hanna, authors of the upcoming book, The AI Con: How to Fight Big Tech's Hype and Create the Future We Want, and also co-hosts of the live podcast Mystery AI Hype Theater 3000. Emily is well known for coining the term “stochastic parrots” in a 2021 paper as a label for generative AI. She is a linguistics professor and director of the Computational Linguistics Laboratory at the University of Washington and was among the inaugural Time AI 100. Alex is a sociologist who looks at how the data that fuels AI technologies exacerbates racial, gender, and class inequality. She is Director of Research at the Distributed AI Research Institute and a Senior Fellow at the Center for Applied Transgender Studies. In part 2, we talk about the dangers of uncritical naming, anthropomorphizing, Luddites and bespoke crafting, the effects of synthetic content on interpersonal communications, capitalism, and collective action strategies.  All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

05-26
33:49

257 - Guests: Emily Bender & Alex Hanna, Authors, part 1

This and all episodes at: https://aiandyou.net/ . When people take a unipolar position that AI is going to be wonderful, or terrible, or inconsequential, they end up painting themselves into a corner where that’s the only story they can allow themselves to express, and that obscures the truth. So for us to do our due diligence in exploring the dimensions of AI, today I am talking with Drs. Emily Bender and Alex Hanna, authors of the upcoming book, The AI Con: How to Fight Big Tech's Hype and Create the Future We Want, and also co-hosts of the live podcast Mystery AI Hype Theater 3000. Emily is well known for coining the term “stochastic parrots” in a 2021 paper as a label for generative AI. She is a linguistics professor and director of the Computational Linguistics Laboratory at the University of Washington and was among the inaugural Time AI 100. Alex is a sociologist who looks at how the data that fuels AI technologies exacerbates racial, gender, and class inequality. She is Director of Research at the Distributed AI Research Institute and a Senior Fellow at the Center for Applied Transgender Studies. In part 1, we talk about their intentions with the book, cycles of hype and the effects of hype, the dangers of uncritical use of LLMs, “Slow Science”, and academic institutional culture.  All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

05-19
34:59

256 - Guest: Diane Gutiw, AI Research Center Lead, part 2

This and all episodes at: https://aiandyou.net/ . How to manage the integration of AI at scale into the enterprise is the territory of today's guest, Diane Gutiw, Vice President and leader of the AI research center at the global business consultancy CGI. She holds a PhD in Medical Information Technology Management and has led collaborative strategy design and implementation planning for advanced analytics and AI for large organizations in the energy and utilities, railway, and government healthcare sectors.  In part 2, we talk about synthetic data, digital triplets, agentic AI and continuous autonomous improvement, and best practices for compliance.  All this plus our usual look at today's AI headlines. Transcript and URLs referenced at HumanCusp Blog.        

05-12
28:53

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