Episode 142 Happy holidays! This is one of my favorite episodes of the year — for the third time, Nathan Benaich and I did our yearly roundup of all the AI news and advancements you need to know. This includes selections from this year’s State of AI Report, some early takes on o3, a few minutes LARPing as China Guys……… If you’ve stuck around and continue to listen, I’m really thankful you’re here. I love hearing from you. You can find Nathan and Air Street Press here on Substack and on Twitter ,...
Dec 26, 2024•1 hr 49 min
Episode 141 I spoke with Professor Philip Goff about: * What a “post-Galilean” science of consciousness looks like * How panpsychism helps explain consciousness and the hybrid cosmopsychist view Enjoy! Philip Goff is a British author, idealist philosopher, and professor at Durham University whose research focuses on philosophy of mind and consciousness. Specifically, it focuses on how consciousness can be part of the scientific worldview. He is the author of multiple books including Consciousnes...
Dec 12, 2024•1 hr
Hi everyone! If you’re a new subscriber or listener, welcome. If you’re not new, you’ve probably noticed that things have slowed down from us a bit recently. Hugh Zhang , Andrey Kurenkov and I sat down to recap some of The Gradient’s history, where we are now, and how things will look going forward. To summarize and give some context: The Gradient has been around for around 6 years now – we began as an online magazine, and began producing our own newsletter and podcast about 4 years ago. With a ...
Nov 21, 2024•34 min
Episode 140 I spoke with Professor Jacob Andreas about: * Language and the world * World models * How he’s developed as a scientist Enjoy! Jacob is an associate professor at MIT in the Department of Electrical Engineering and Computer Science as well as the Computer Science and Artificial Intelligence Laboratory. His research aims to understand the computational foundations of language learning, and to build intelligent systems that can learn from human guidance. Jacob earned his Ph.D. from UC B...
Oct 10, 2024•1 hr 53 min
Episode 139 I spoke with Evan Ratliff about: * Shell Game , Evan’s new podcast, where he creates an AI voice clone of himself and sets it loose. * The end of the Longform Podcast and his thoughts on the state of journalism. Enjoy! Evan is an award-winning investigative journalist, bestselling author, podcast host, and entrepreneur. He’s the author of the The Mastermind: A True Story of Murder, Empire , and a New Kind of Crime Lord; the writer and host of the hit podcasts Shell Game and Persona: ...
Sep 26, 2024•1 hr 20 min
Episode 138 I spoke with Meredith Morris about: * The intersection of AI and HCI and why we need more cross-pollination between AI and adjacent fields * Disability studies and AI * Generative ghosts and technological determinism * Developing a useful definition of AGI I didn’t get to record an intro for this episode since I’ve been sick. Enjoy! Meredith is Director for Human-AI Interaction Research for Google DeepMind and an Affiliate Professor in The Paul G. Allen School of Computer Science &am...
Sep 12, 2024•1 hr 38 min
Episode 137 I spoke with Davidad Dalrymple about: * His perspectives on AI risk * ARIA (the UK’s Advanced Research and Invention Agency) and its Safeguarded AI Programme Enjoy—and let me know what you think! Davidad is a Programme Director at ARIA. He was most recently a Research Fellow in technical AI safety at Oxford. He co-invented the top-40 cryptocurrency Filecoin, led an international neuroscience collaboration, and was a senior software engineer at Twitter and multiple startups. Find me o...
Sep 05, 2024•1 hr 21 min
Episode 136 I spoke with Clive Thompson about: * How he writes * Writing about the climate and biking across the US * Technology culture and persistent debates in AI * Poetry Enjoy—and let me know what you think! Clive is a journalist who writes about science and technology. He is a contributing writer for Wired magazine, and is currently writing his next book about micromobility and cycling across the US. Find me on Twitter for updates on new episodes, and reach me at editor@thegradient.pub for...
Aug 29, 2024•2 hr 28 min
Episode 136 I spoke with Judy Fan about: * Our use of physical artifacts for sensemaking * Why cognitive tools can be a double-edged sword * Her approach to scientific inquiry and how that approach has developed Enjoy—and let me know what you think! Judy is Assistant Professor of Psychology at Stanford and director of the Cognitive Tools Lab . Her lab employs converging approaches from cognitive science, computational neuroscience, and artificial intelligence to reverse engineer the human cognit...
Aug 22, 2024•1 hr 33 min
Episode 135 I spoke with L. M. Sacasas about: * His writing and intellectual influences * The value of asking hard questions about technology and our relationship to it * What happens when we decide to outsource skills and competency * Evolving notions of what it means to be human and questions about how to live a good life Enjoy—and let me know what you think! Michael is Executive Director of the Christian Study Center of Gainesville, Florida and author of The Convivial Society, a newsletter ab...
Aug 15, 2024•1 hr 47 min
Episode 134 I spoke with Pete Wolfendale about: * The flaws in longtermist thinking * Selections from his new book, The Revenge of Reason * Metaphysics * What philosophy has to say about reason and AI Enjoy—and let me know what you think! Pete is an independent philosopher based in Newcastle. Dr. Wolfendale got both his undergraduate degree and his Ph.D in Philosophy at the University of Warwick. His Ph.D thesis offered a re-examination of the Heideggerian Seinsfrage, arguing that Heideggerian s...
Aug 08, 2024•2 hr 53 min
Episode 133 I spoke with Peter Lee about: * His early work on compiler generation, metacircularity, and type theory * Paradoxical problems * GPT-4s impact, Microsoft’s “Sparks of AGI” paper, and responses and criticism Enjoy—and let me know what you think! Peter is President of Microsoft Research. He leads Microsoft Research and incubates new research-powered products and lines of business in areas such as artificial intelligence, computing foundations, health, and life sciences. Before joining ...
Aug 01, 2024•1 hr 2 min
Episode 132 I spoke with Manuel and Lenore Blum about: * Their early influences and mentors * The Conscious Turing Machine and what theoretical computer science can tell us about consciousness Enjoy—and let me know what you think! Manuel is a pioneer in the field of theoretical computer science and the winner of the 1995 Turing Award in recognition of his contributions to the foundations of computational complexity theory and its applications to cryptography and program checking, a mathematical ...
Jul 25, 2024•2 hr 23 min
Episode 131 I spoke with Professor Kevin Dorst about: * Subjective Bayesianism and epistemology foundations * What happens when you’re uncertain about your evidence * Why it’s rational for people to polarize on political matters Enjoy—and let me know what you think! Kevin is an Associate Professor in the Department of Linguistics and Philosophy at MIT. He works at the border between philosophy and social science, focusing on rationality. Find me on Twitter for updates on new episodes, and reach ...
Jul 18, 2024•2 hr 15 min
Episode 130 I spoke with David Pfau about: * Spectral learning and ML * Learning to disentangle manifolds and (projective) representation theory * Deep learning for computational quantum mechanics * Picking and pursuing research problems and directions David’s work is really (times k for some very large value of k ) interesting—I’ve been inspired to descend a number of rabbit holes because of it. (if you listen to this episode, you might become as cool as this guy) While I’m at it — I’m still ho...
Jul 11, 2024•2 hr 1 min
Episode 129 I spoke with Dan Hart and Michelle Michael about: * Developing NSWEduChat , an AI-powered chatbot designed and delivered by the NSW Department of Education for students and teachers. * The challenges in effectively teaching students as technology develops * Understanding and defining the importance of the classroom Enjoy—and let me know what you think! Dan Hart is Head of AI, and Michelle Michael is Director of Educational Support and Rural Initiatives at the New South Wales (NSW) De...
Jul 04, 2024•1 hr 14 min
Episode 129 I spoke with Kristin Lauter about: * Elliptic curve cryptography and homomorphic encryption * Standardizing cryptographic protocols * Machine Learning on encrypted data * Attacking post-quantum cryptography with AI Enjoy—and let me know what you think! Kristin is Senior Director of FAIR Labs North America (2022—present), based in Seattle. Her current research areas are AI4Crypto and Private AI. She joined FAIR (Facebook AI Research) in 2021, after 22 years at Microsoft Research (MSR)...
Jun 27, 2024•1 hr 17 min
Episode 128 I spoke with Sergiy Nesterenko about: * Developing an automated system for designing PCBs * Difficulties in human and automated PCB design * Building a startup at the intersection of different areas of expertise By the way — I hit 40 ratings on Apple Podcasts (and am at 66 on Spotify ). It’d mean a lot (really, a lot ) if you’d consider leaving a rating or a review. I read everything, and it’s very heartening and helpful to hear what you think. Enjoy, and let me know what you think! ...
Jun 20, 2024•1 hr 4 min
Episode 127 I spoke with Christopher Thi Nguyen about: * How we lose control of our values * The tradeoffs of legibility, aggregation, and simplification * Gamification and its risks Enjoy—and let me know what you think! C. Thi Nguyen as of July 2020 is Associate Professor of Philosophy at the University of Utah. His research focuses on how social structures and technology can shape our rationality and our agency. He has published on trust, expertise, group agency, community art, cultural approp...
Jun 13, 2024•1 hr 30 min
Episode 126 I spoke with Vivek Natarajan about: * Improving access to medical knowledge with AI * How an LLM for medicine should behave * Aspects of training Med-PaLM and AMIE * How to facilitate appropriate amounts of trust in users of medical AI systems Vivek Natarajan is a Research Scientist at Google Health AI advancing biomedical AI to help scale world class healthcare to everyone. Vivek is particularly interested in building large language models and multimodal foundation models for biomed...
Jun 06, 2024•1 hr 55 min
Episode 125 False universalism freaks me out. It doesn’t freak me out as a first principle because of epistemic violence; it freaks me out because it works. I spoke with Professor Thomas Mullaney about: * Telling stories about your work and balancing what feels meaningful with practical realities * Destabilizing our understandings of the technologies we feel familiar with, and the work of researching the history of the Chinese typewriter * The personal nature of research The Chinese Typewriter a...
May 30, 2024•1 hr 44 min
Episode 124 You may think you’re doing a priori reasoning, but actually you’re just over-generalizing from your current experience of technology. I spoke with Professor Seth Lazar about: * Why managing near-term and long-term risks isn’t always zero-sum * How to think through axioms and systems in political philosphy * Coordination problems, economic incentives, and other difficulties in developing publicly beneficial AI Seth is Professor of Philosophy at the Australian National University, an A...
May 23, 2024•1 hr 50 min
Episode 123 I spoke with Suhail Doshi about: * Why benchmarks aren’t prepared for tomorrow’s AI models * How he thinks about artists in a world with advanced AI tools * Building a unified computer vision model that can generate, edit, and understand pixels. Suhail is a software engineer and entrepreneur known for founding Mixpanel, Mighty Computing, and Playground AI (they’re hiring !). Reach me at editor@thegradient.pub for feedback, ideas, guest suggestions. Subscribe to The Gradient Podcast: ...
May 16, 2024•1 hr 8 min
Episode 122 I spoke with Azeem Azhar about: * The speed of progress in AI * Historical context for some of the terminology we use and how we think about technology * What we might want our future to look like Azeem is an entrepreneur, investor, and adviser. He is the creator of Exponential View, a global platform for in-depth technology analysis, and the host of the Bloomberg Original series Exponentially. Reach me at editor@thegradient.pub for feedback, ideas, guest suggestions. Subscribe to Th...
May 09, 2024•1 hr 46 min
Episode 122 I spoke with Professor David Thorstad about: * The practical difficulties of doing interdisciplinary work * Why theories of human rationality should account for boundedness, heuristics, and other cognitive limitations * why EA epistemics suck (ok, it’s a little more nuanced than that) Professor Thorstad is an Assistant Professor of Philosophy at Vanderbilt University, a Senior Research Affiliate at the Global Priorities Institute at Oxford, and a Research Affiliate at the MINT Lab at...
May 02, 2024•2 hr 19 min
Episode 121 I spoke with Professor Ryan Tibshirani about: * Differences between the ML and statistics communities in scholarship, terminology, and other areas. * Trend filtering * Why you can’t just use garbage prediction functions when doing conformal prediction Ryan is a Professor in the Department of Statistics at UC Berkeley. He is also a Principal Investigator in the Delphi group. From 2011-2022, he was a faculty member in Statistics and Machine Learning at Carnegie Mellon University. From ...
Apr 25, 2024•1 hr 46 min
In episode 120 of The Gradient Podcast, Daniel Bashir speaks to Sasha Luccioni. Sasha is the AI and Climate Lead at HuggingFace, where she spearheads research, consulting, and capacity-building to elevate the sustainability of AI systems. A founding member of Climate Change AI (CCAI) and a board member of Women in Machine Learning (WiML) , Sasha is passionate about catalyzing impactful change, organizing events and serving as a mentor to under-represented minorities within the AI community. Have...
Apr 18, 2024•1 hr 3 min
In episode 119 of The Gradient Podcast, Daniel Bashir speaks to Professor Michael Sipser . Professor Sipser is the Donner Professor of Mathematics and member of the Computer Science and Artificial Intelligence Laboratory at MIT. He received his PhD from UC Berkeley in 1980 and joined the MIT faculty that same year. He was Chairman of Applied Mathematics from 1998 to 2000 and served as Head of the Mathematics Department 2004-2014. He served as interim Dean of Science 2013-2014 and then as Dean of...
Apr 11, 2024•1 hr 28 min
In episode 118 of The Gradient Podcast, Daniel Bashir speaks to Andrew Lee . Andrew is co-founder and CEO of Shortwave, a company dedicated to building a better product experience for email, particularly by leveraging AI. He previously co-founded and was CTO at Firebase. Have suggestions for future podcast guests (or other feedback)? Let us know here or reach Daniel at editor@thegradient.pub Subscribe to The Gradient Podcast: Apple Podcasts | Spotify | Pocket Casts | RSS Follow The Gradient on T...
Apr 04, 2024•1 hr 4 min
Episode 117 “You get more of what you engage with. Everyone who complains about coverage should understand that every click, every quote tweet, every argument is registered by these publications as engagement. If what you want is really meaty, dispassionate, balanced, and fair explainers, you need to click on that, you need to read the whole thing, you need to share it, talk about it, comment on it. We get the media that we deserve.” I spoke with Joss Fong . Joss is a producer focused on science...
Mar 28, 2024•1 hr 24 min
