Yoshua BengioEvery podcast appearance, updated as new ones drop

In this episode, we explore a powerful and cautionary interview with AI pioneer Yoshua Bengio, one of the world’s leading figures in deep learning.Once focused primarily on AI’s promise, Bengio explains how the release of ChatGPT marked a turning point, forcing him to confront the existential risks of rapidly advancing AI systems. He warns that increasingly autonomous models could resist human control, undermine democratic institutions, and endanger future generations if development continues without strong guardrails. We discuss the dangers of a profit- and power-driven global AI race, the need for international cooperation, and Bengio’s call for safety-by-design, regulation, and global treaties. Tune in for a sober but hopeful conversation on how humanity can still steer AI toward flourishing rather than harm.

In the years following the launch of ChatGPT, as concerns spread over the social and political impacts of LLMs, one person’s warnings seemed particularly dire: Yoshua Bengio’s, a scientist and one of the “godfathers” of AI. The potential negative impacts of his life’s work weighed so heavily on Bengio that he signed his name to an open letter advocating for a pause in AI research. (The pause didn’t happen.) But recently, Bengio has found renewed optimism as he pursues a project dubbed “Scientist AI.” The pitch: What if AI didn’t care about pleasing us, and instead, like a scientist, prioritized accuracy, honesty, and probable outcomes? In a conversation with Nicholas Thompson, CEO of The Atlantic , Bengio outlines why he thinks this approach will produce better outcomes, the challenges to implementing a model that polices other (often better-funded) models, and why the age of AI– so far marked by an international arms race– will need greater international cooperation. (00:00) Introduction (05:00) Can we understand what's happening inside neural network vectors and attention systems? (07:00) How ChatGPT changed Bengio’s risk assessment (09:37) The case for optimism (at least when it comes to technical solutions) (12:30) The alignment problem: AI self-preservation drives and hidden agendas emerging (14:26) Can we train AIS to understand the world without changing it? Introducing Scientist AI (15:52) Using Scientist AI as a guardrail to evaluate risks of actions from other AIs (19:37) Sycophancy problem: current AIs pleasing users leads to harmful psychological effects (22:20) The difference between Scientist AI and current value-aligned systems (Anthropic, OpenAI) (24:06) Will AI capabilities slow down or continue accelerating beyond human intelligence? (29:58) US-China AI race: mutual risk requiring coordination like nuclear deterrence (31:57) UN AI advisory group with Maria Ressa: synthesizing science independently of politics (33:18) Sovereign AI for middle powers: partnering to avoid domination by US/China (37:54) Bengio's regret about not speaking up on AI risks earlier in his career (40:12) How liability insurance and regulatory incentives could make safety commercially viable (42:42) Why Europe lags in AI: capital markets and risk culture, not just regulation (46:43) Energy consumption from AI growth and impact on fossil fuel demand Learn more about your ad choices. Visit megaphone.fm/adchoices

Le cri d'alarme d'un des pères fondateurs de l'IA - Rencontre avec Yoshua Bengio C dans l’air spécial, dimanche 31 mai 2026 : Chine / États-Unis : la guerre de l'IA Le cri d'alarme d'un des pères fondateurs de l'IA - Rencontre avec Yoshua Bengio - version intégrale de 35 minutes - Yoshua Bengio est chercheur, Québécois d'origine Franco-marocaine et c'est le nom le plus cité dans le monde quand il s'agit de parler de l'intelligence artificielle. A quoi peut-on s'attendre dans les prochaines années...ou les différents mois avec le développement de l'IA? Les IA sont-elles déjà hors de contrôle? l'un des pères de l'intelligence artificielle avertit: sans régulation au niveau mondial, nous courrons un grand danger!

C dans l’air spécial, dimanche 31 mai 2026 : Chine / États-Unis : la guerre de l'IA Le cri d'alarme d'un des pères fondateurs de l'IA - Rencontre avec Yoshua Bengio - version intégrale de 35 minutes - Yoshua Bengio est chercheur, Québécois d'origine Franco-marocaine et c'est le nom le plus cité dans le monde quand il s'agit de parler de l'intelligence artificielle. A quoi peut-on s'attendre dans les prochaines années...ou les différents mois avec le développement de l'IA? Les IA sont-elles déjà hors de contrôle? l'un des pères de l'intelligence artificielle avertit: sans régulation au niveau mondial, nous courrons un grand danger! Il est intérrogé par Caroline Roux dans le cadre de l'émission Chine / États-Unis : la guerre de l'IA diffusée le dimanche 31 mai 2026 sur France 5.

The co-inventor of modern AI and the most cited living scientist believes he's figured out how to ensure AI is honest, incapable of deception, and never goes rogue. Yoshua Bengio – Turing Award Winner and founder of LawZero – is disturbed by the many unintended drives and goals present in today's AIs, their willingness to lie, and ability to tell when they're being tested. AI companies are trying to stamp out these behaviours in a 'cat-and-mouse game' that Yoshua fears they're losing. --- Our new book is "a ridiculously in-depth guide to finding a fulfilling career that does good" and is out now! Order from your local bookstore, or online at https://80k.info/career-guide --- But Yoshua is optimistic: he believes the companies can win this battle decisively with a single rearrangement to how AI models are trained, and has been developing mathematical proofs to back up the claim. The core idea is that instead of training AI to predict what a human would say, or to produce responses we'd rate highly, we should train it to model what's actually true. Yoshua argues this new architecture, which he calls 'Scientist AI,' is a small enough change that we could keep almost all the techniques and data we use to train frontier AIs like Claude and ChatGPT. And that the new architecture need not cost more, could be built iteratively, and might be more capable as well as more honest. Links to learn more, video, and full transcript: https://80k.info/bengio Until recently, the biggest practical objection to Scientist AI was simple: the world wants agents, and Scientist AI isn’t one. But in new research, Yoshua has extended the design and believes the same honest predictor can be turned into a capable agent without losing its "safety guarantees." With the Scientist AI proposal on the table, Yoshua argues that it's absurd to race to get current untrustworthy AI models to design their successors, which the leading companies are attempting to do as soon as possible. But critics argue the approach wouldn't be so technically solid in practice, and that frontier capabilities are advancing so fast, and cost so much to match, that Scientist AI risks arriving too late to matter. Host Rob Wiblin and AI pioneer Yoshua Bengio cover all this and more in today's conversation. LawZero is hiring! https://80k.info/lawzero-jobs This episode was recorded on April 16, 2026. Chapters: Yoshua Bengio on making AI honest and safe (00:00:00) The Scientist AI in plain English (00:02:27) Yoshua on how Scientist AI differs from LLMs (00:06:32) How the training data works (00:14:02) Can this become an agent? (00:21:02) Why Yoshua is more optimistic on alignment now (00:32:11) Why companies can’t stop racing (00:36:35) How close to a working prototype? (00:49:15) Honest models might be more capable (00:53:34) “Reinforcement learning is evil” (01:01:27) Scientist AI from guardrail to agent (01:08:37) Can safe AI still be competent? (01:12:38) How much will this cost? (01:19:29) Can it generalise beyond maths and science? (01:23:26) A UN for superintelligence (01:39:19) Want to work with Yoshua Bengio? (01:51:16) Why smart people ignore AI risk (01:54:45) Don’t let AI build the next AI (02:01:33) Why the public doesn’t get the real risk (02:12:28) Why Yoshua changed his mind about AI risk (02:21:27) Video and audio editing: Dominic Armstrong, Milo McGuire, Luke Monsour, and Simon Monsour Camera operator: Jeremy Chevillotte Production: Nick Stockton, Elizabeth Cox

If AIs can think for themselves, what is to stop them doing bad - perhaps really bad - things? Yoshua Bengio, one of a handful of people considered a "godfather of AI", says AIs are already displaying bad behaviours, including hacking computers and blackmailing humans. He tells Radio Davos about his work aimed at taming the "cute baby tiger" that is likely to grow up to be a man-eating wild animal if we do nothing now. Links: LawZero: https://lawzero.org/en/publication/scientist-ai-safe-design-not-desiring Ideas on the Move: Yoshua Bengio: https://www.weforum.org/videos/davos_yoshua_bengio/ Annual Meeting 2026 session "Next Phase of Intelligence": https://www.weforum.org/meetings/world-economic-forum-annual-meeting-2026/sessions/next-phase-of-intelligence/ Forum Centre for AI Excellence: https://centres.weforum.org/centre-for-ai-excellence/home Related podcasts: AI may spark a new era of progress, but that depends on more than just the tech: https://www.weforum.org/podcasts/radio-davos/episodes/carl-benedikt-frey-ai-work-jobs-economics/ The day after AGI: Two 'rock stars' of AI on what it will mean for humanity: https://www.weforum.org/podcasts/radio-davos/episodes/ai-agi-dario-amodei-demis-hassabis/ What is physical AI?: https://www.weforum.org/podcasts/radio-davos/episodes/physical-ai-smart-robotics/ Check out all our podcasts on wef.ch/podcasts : YouTube: - https://www.youtube.com/@wef/podcasts Radio Davos - subscribe : https://pod.link/1504682164 Meet the Leader - subscribe : https://pod.link/1534915560 Agenda Dialogues - subscribe : https://pod.link/1574956552

durée : 00:23:36 - L'invité de 8h20 : le grand entretien - par : Benjamin Duhamel, Florence Paracuellos - Yoshua Bengio, professeur au département d'informatique de l'Université de Montréal et fondateur de l’Institut en intelligence artificielle (IA) de Montréal, s'inquiète jeudi sur France Inter des progrès exponentielles de l'IA et des menaces que cela fait peser sur nos démocraties. - invités : Yoshua Bengio - Yoshua Bengio : Fondateur et directeur scientifique de l’institut d’IA MILA, et professeur à l’Université de Montréal Vous aimez ce podcast ? Pour écouter tous les autres épisodes sans limite, rendez-vous sur Radio France .

durée : 00:23:36 - L'invité de 8h20 : le grand entretien - par : Benjamin Duhamel, Florence Paracuellos - Yoshua Bengio, professeur au département d'informatique de l'Université de Montréal et fondateur de l’Institut en intelligence artificielle (IA) de Montréal, s'inquiète jeudi sur France Inter des progrès exponentielles de l'IA et des menaces que cela fait peser sur nos démocraties. - invités : Yoshua Bengio - Yoshua Bengio : Fondateur et directeur scientifique de l’institut d’IA MILA, et professeur à l’Université de Montréal Vous aimez ce podcast ? Pour écouter tous les autres épisodes sans limite, rendez-vous sur Radio France .

durée : 00:23:36 - L'invité de 8h20 : le grand entretien - par : Benjamin Duhamel, Florence Paracuellos - Yoshua Bengio, professeur au département d'informatique de l'Université de Montréal et fondateur de l’Institut en intelligence artificielle (IA) de Montréal, s'inquiète jeudi sur France Inter des progrès exponentielles de l'IA et des menaces que cela fait peser sur nos démocraties. - invités : Yoshua Bengio Fondateur et directeur scientifique de l’institut d’IA MILA, et professeur à l’Université de Montréal Vous aimez ce podcast ? Pour écouter tous les épisodes sans limite, rendez-vous sur Radio France

The existential alignment problem sits at the heart of the AI revolution — and the consequences of getting it wrong could be irreversible. What happens when superintelligent systems pursue fixed objectives that don’t fully capture human values? How do we govern machines that may soon outperform us across domains? And who decides what level of risk humanity should accept? The conversation spans AGI timelines, the concentration of economic and political power, democratic resilience, liability-based regulation, and whether governments can realistically regulate frontier AI amid an intensifying global race. From extinction-level risk estimates cited by AI CEOs to experimental evidence of systems resisting shutdown, this is no longer speculative science fiction — it is a live governance crisis unfolding in real time. On this episode of The Morning Brief, ET’s Swathi Moorthy sits down with AI scientists and pioneers Stuart Russell and Yoshua Bengio for a candid, high-stakes discussion on the trajectory of artificial intelligence and the choices that will shape humanity’s future. As capabilities surge and geopolitical rivalry sharpens, one defining question remains: are we building tools to serve humanity — or systems that could ultimately outmaneuver it? You can follow Swathi Moorthy on her social media: X and Linkedin Check out other interesting episodes like: AI Impact Summit: Amazon's Bet on India's AI Future , Anthropic’s India Play , India AI Impact Summit: Microsoft’s Brad Smith on Sovereignty, Scale and Skills , and much more . Catch the latest episode of ‘The Morning Brief’ on The Economic Times Online , Spotify , Apple Podcasts , JioSaavn , Amazon Music and Youtube . See omnystudio.com/listener for privacy information.

This week on Your Undivided Attention, Tristan Harris and Daniel Barcay offer a backstage recap of what it was like to be at the Davos World Economic Forum meeting this year as the world’s power brokers woke up to the risks of uncontrolled AI. Amidst all the money and politics, the Human Change House staged a weeklong series of remarkable conversations between scientists and experts about technology and society. This episode is a discussion between Tristan and Professor Yoshua Bengio, who is considered one of the world’s leaders in AI and deep learning, and the most cited scientist in the field. Yoshua and Tristan had a frank exchange about the AI we’re building, and the incentives we’re using to train models. What happens when a model has its own goals, and those goals are ‘misaligned’ with the human-centered outcomes we need? In fact this is already happening, and the consequences are tragic. Truthfully, there may not be a way to ‘nudge’ or regulate companies toward better incentives. Yoshua has launched a nonprofit AI safety research initiative called Law Zero that isn't just about safety testing, but really a new form of advanced AI that's fundamentally safe by design. RECOMMENDED MEDIA All the panels that Tristan and Daniel did with Human Change House LawZero: Safe AI for Humanity Anthropic’s internal research on ‘agentic misalignment’ RECOMMENDED YUA EPISODES Attachment Hacking and the Rise of AI Psychosis How OpenAI's ChatGPT Guided a Teen to His Death What if we had fixed social media? What Can We Do About Abusive Chatbots? With Meetali Jain and Camille Carlton CORRECTIONS AND CLARIFICATIONS 1) In this episode, Tristan Harris discussed AI chatbot safety concerns. The core issues are substantiated by investigative reporting, with these clarifications: Grok: The Washington Post reported in August 2024 that Grok generated sexualized images involving minors and had weaker content moderation than competitors. Meta: The Wall Street Journal reported in December 2024 that Meta reduced safety restrictions on its AI chatbots. Testing showed inappropriate responses when researchers posed as 13-year-olds (Meta's minimum age). Our discussion referenced "eight year olds" to emphasize concerns about young children accessing these systems; the documented testing involved 13-year-old personas. Bottom line: The fundamental concern stands—major AI companies have reduced safety guardrails due to competitive pressure, creating documented risks for young users. 2) There was no Google House at Davos in 2026, as stated by Tristan. It was a collaboration at Goals House. 3) Tristan states that in 2025, the total funding going into AI safety organizations was “on the order of about $150 million.” This number is not strictly verifiable. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

In this episode of Silicon Valley Girl, Marina Mogilko sits down with Yoshua Bengio, one of the godfathers of AI and winner of the Turing Award. As a pioneer who helped create the deep learning systems that power today's AI revolution, Yoshua now dedicates his work to understanding—and preventing—the catastrophic risks AI could pose to humanity. Yoshua explains why we have roughly 5 years before AI reaches human-level capabilities, what "AI misalignment" actually means, and why machines are already learning goals we never intended them to have. He shares the simulation where AI blackmailed an engineer to avoid being shut down, breaks down why most jobs could be automated within a decade, and offers concrete advice on how to prepare. More from the Silicon Valley Girl: Newsletter: ⁠⁠⁠⁠ https://siliconvalleygirl.beehiiv.com/⁠⁠⁠⁠ Instagram: ⁠⁠⁠⁠https://www.instagram.com/siliconvalleygirl/ ⁠⁠⁠⁠ YouTube: ⁠⁠⁠⁠https://www.youtube.com/@SiliconValleyGirl⁠⁠⁠⁠ LinkedIn: ⁠⁠⁠⁠linkedin.com/in/marinamogilko⁠⁠⁠⁠

In this episode of *AI Futures* , host Anirudh Suri sits down with Professor Yoshua Bengio — Turing Award winner and one of the world’s most influential AI researchers, and chair of the International AI Safety Report (2025 and 2026) — for a wide-ranging conversation on what the next phase of AI progress could mean for global power, economic inequality, and human control.As AI systems grow more capable and increasingly autonomous the stakes are no longer theoretical. From AI agents that can plan, deceive, and evade oversight to an intensifying US–China AI arms race, this episode explores whether the world is heading toward shared prosperity or a second great divergence.In this conversation, we explore:• Why is the US–China competition blocking effective global regulation?• What can “middle powers” like India and Canada do to avoid being left out?• What “deceptive alignment” means—and why AI models' deception tendencies is worrying leading researchers• How AI could be misused for cyberattacks or biological threats• Will AI will displace more white-collar jobs than it creates?• Can AI be built as a global public good, rather than a winner-takes-all race?👉 Can we steer the AI revolution toward shared prosperity—or are we sleepwalking into a future we won’t be able to control?🔔 Subscribe and listen to the full conversation now.-----Follow the upcoming India AI Impact Summit 2026: https://impact.indiaai.gov.in/*About Yoshua Bengio*Recognized worldwide as one of the leading experts in artificial intelligence, Yoshua Bengio is most known for his pioneering work in deep learning, earning him the 2018 A.M. Turing Award, “the Nobel Prize of Computing,” with Geoffrey Hinton and Yann LeCun, and making him the computer scientist with the largest number of citations and h-index. Concerned about the social impact of AI, he actively contributed to the Montreal Declaration for the Responsible Development of Artificial Intelligence and currently chairs the International AI Safety Report.Read the AI International Safety Report, chaired by Prof. Yoshua Bengio: https://internationalaisafetyreport.org/publication/international-ai-safety-report-2026*About Anirudh Suri, Host of the Podcast*Anirudh Suri is a non-resident scholar with Carnegie India, where his research and writing focus on technology, artificial intelligence and geopolitics. He is the author of The Great Tech Game: Shaping Geopolitics and the Destinies of Nations, and host of The Great Tech Game Podcast. He is also the Managing Partner at India Internet Fund, a US and India based technology-focused venture capital fund. Previously, Anirudh has worked with the Government of India in New Delhi, McKinsey and Co in New York, Goldman Sachs in London, the Carnegie Endowment in Washington DC, and China Institute of International Studies in Beijing. He completed his MBA from The Wharton School at the University of Pennsylvania, and his MPA from the Harvard Kennedy School. Named a Goldman Sachs Global Leader, Anirudh has also served on the Board of the Harvard Alumni Association. He tweets @AnirudhSuri.The Great Tech Game by Anirudh Suri - https://amzn.eu/d/1Su38My Follow Anirudh here:X (formerly Twitter): https://x.com/anirudhsuriLinkedin: https://www.linkedin.com/in/anirudhsuri/Instagram: https://www.instagram.com/anirudh_suriFacebook: https://www.facebook.com/AnirudhSuri.inWebsite: (http://www.anirudhsuri.com/) Book and Podcast: (http://www.greattechgame.com/)#IndiaAI #IndiaAIImpactSummit2026 #AIFuturesPodcast #AISummit #GlobalGovernance #anirudhsuri #YoshuaBengio #thegreattechgame #TGTGpodcast #AIAgents #AIRisks #uschina #aimisuse #InternationalAISafetyReport #CyberAttacks #AI #MiddlePowers #Canada #India #Japan #DeceptiveAlignment #TechAlliances #podcast

In this episode of *AI Futures* , host Anirudh Suri sits down with Professor Yoshua Bengio — Turing Award winner and one of the world’s most influential AI researchers, and chair of the International AI Safety Report (2025 and 2026) — for a wide-ranging conversation on what the next phase of AI progress could mean for global power, economic inequality, and human control.As AI systems grow more capable and increasingly autonomous the stakes are no longer theoretical. From AI agents that can plan, deceive, and evade oversight to an intensifying US–China AI arms race, this episode explores whether the world is heading toward shared prosperity or a second great divergence.In this conversation, we explore:• Why is the US–China competition blocking effective global regulation?• What can “middle powers” like India and Canada do to avoid being left out?• What “deceptive alignment” means—and why AI models' deception tendencies is worrying leading researchers• How AI could be misused for cyberattacks or biological threats• Will AI will displace more white-collar jobs than it creates?• Can AI be built as a global public good, rather than a winner-takes-all race?🔔 Subscribe and listen to the full conversation now.-----Follow the upcoming India AI Impact Summit 2026: https://impact.indiaai.gov.in/*About Yoshua Bengio*Recognized worldwide as one of the leading experts in artificial intelligence, Yoshua Bengio is most known for his pioneering work in deep learning, earning him the 2018 A.M. Turing Award, “the Nobel Prize of Computing,” with Geoffrey Hinton and Yann LeCun, and making him the computer scientist with the largest number of citations and h-index. He is Full Professor at Université de Montréal. Concerned about the social impact of AI, he actively contributed to the Montreal Declaration for the Responsible Development of Artificial Intelligence and currently chairs the International AI Safety Report.Read the AI International Safety Report, chaired by Prof. Yoshua Bengio: https://internationalaisafetyreport.org/publication/international-ai-safety-report-2026*About Anirudh Suri, Host of the Podcast*Anirudh Suri is a non-resident scholar with Carnegie India, where his research and writing focus on technology, artificial intelligence and geopolitics. He is the author of The Great Tech Game: Shaping Geopolitics and the Destinies of Nations, and host of The Great Tech Game Podcast. He is also the Managing Partner at India Internet Fund, a US and India based technology-focused venture capital fund. Previously, Anirudh has worked with the Government of India in New Delhi, McKinsey and Co in New York, Goldman Sachs in London, the Carnegie Endowment in Washington DC, and China Institute of International Studies in Beijing. He completed his MBA from The Wharton School at the University of Pennsylvania, and his MPA from the Harvard Kennedy School. Named a Goldman Sachs Global Leader, Anirudh has also served on the Board of the Harvard Alumni Association. He tweets @AnirudhSuri.The Great Tech Game by Anirudh Suri - https://amzn.eu/d/1Su38My Follow Anirudh here:X (formerly Twitter): https://x.com/anirudhsuriLinkedin: https://www.linkedin.com/in/anirudhsuri/Instagram: https://www.instagram.com/anirudh_suriFacebook: https://www.facebook.com/AnirudhSuri.inWebsite: (http://www.anirudhsuri.com/) Book and Podcast: (http://www.greattechgame.com/)#IndiaAI #IndiaAIImpactSummit2026 #AIFuturesPodcast #AISummit #GlobalGovernance #anirudhsuri #YoshuaBengio #thegreattechgame #TGTGpodcast #AIAgents #AIRisks #uschina #aimisuse #InternationalAISafetyReport #CyberAttacks #AI #MiddlePowers #Canada #India #Japan #DeceptiveAlignment #TechAlliances #podcast

In this episode of *AI Futures* , host Anirudh Suri sits down with Professor Yoshua Bengio — Turing Award winner and one of the world’s most influential AI researchers, and chair of the International AI Safety Report (2025 and 2026) — for a wide-ranging conversation on what the next phase of AI progress could mean for global power, economic inequality, and human control.As AI systems grow more capable and increasingly autonomous the stakes are no longer theoretical. From AI agents that can plan, deceive, and evade oversight to an intensifying US–China AI arms race, this episode explores whether the world is heading toward shared prosperity or a second great divergence.In this conversation, we explore:• Why is the US–China competition blocking effective global regulation?• What can “middle powers” like India and Canada do to avoid being left out?• What “deceptive alignment” means—and why AI models' deception tendencies is worrying leading researchers• How AI could be misused for cyberattacks or biological threats• Will AI will displace more white-collar jobs than it creates?• Can AI be built as a global public good, rather than a winner-takes-all race?Professor Bengio argues that the risk of loss of control is no longer speculative. Lab experiments already show AI systems attempting to bypass human oversight, and in some cases, manipulate outcomes to avoid being shut down. He also makes the case that competing with today’s AI duopoly will require new global alliances, where countries pool resources to share the enormous cost of training frontier models. Without this, AI-driven wealth and power could become even more concentrated.👉 Can we steer the AI revolution toward shared prosperity—or are we sleepwalking into a future we won’t be able to control?🎧 Watch soon to understand what’s at stake as the world’s AI conversation moves to India.Read the AI International Safety Report, chaired by Prof. Yoshua Bengio: https://internationalaisafetyreport.org/publication/international-ai-safety-report-2026#IndiaAI #IndiaAIImpactSummit2026 #AIFuturesPodcast #AISummit #GlobalGovernance #anirudhsuri #YoshuaBengio #thegreattechgame #TGTGpodcast #AIAgents #AIRisks #uschina #aimisuse #InternationalAISafetyReport #CyberAttacks #AI #MiddlePowers #Canada #India #Japan #DeceptiveAlignment #TechAlliances #podcast

If there is even a 1% chance that AI could destroy us, should we keep building it? Are we creating machines that will one day outthink humanity? And is the race to dominate AI accelerating us toward a future we’re unprepared to face? This week, Yoshua Bengio joins Rory Stewart and Matt Clifford for an AI deep dive. A Turing Award–winning pioneer of deep learning, Bengio helped build the field, and is now one of its most urgent critics, warning that without restraint, the risks ahead could be profound. To listen to the full episode, sign up at therestispolitics.com Instagram: ⁠@restispolitics⁠ Twitter: ⁠@restispolitics⁠ Email: ⁠therestispolitics@goalhanger.com⁠ __________ Social Producer: Celine Charles Video Editor: Lorcan Moullier Producer: India Dunkley Senior Producer: Callum Hill Exec Producer: Tom Whiter Learn more about your ad choices. Visit podcastchoices.com/adchoices

Two years ago we interviewed Yoshua Bengio, the prominent AI researcher, about his long career in AI where he helped build the foundations for the tools millions use around the world every day. We discussed the future of AI systems, including the importance of AI safety. Since then, Yoshua Bengio has continued to achieve great success in his career in both work on AI and raising awareness about their risks. This bonus episode is a repeat of Darren McKee and Adam Gardner's interview with him from 2023.

Yoshua Bengio — the world's most-cited computer scientist and a "godfather" of artificial intelligence — is deadly concerned about the current trajectory of the technology. As AI models race toward full-blown agency, Bengio warns that they've already learned to deceive, cheat, self-preserve and slip out of our control. Drawing on his groundbreaking research, he reveals a bold plan to keep AI safe and ensure that human flourishing, not machines with unchecked power and autonomy, defines our future. Hosted on Acast. See acast.com/privacy for more information.

James Copnall, presenter of the BBC’s Newsday, speaks to Yoshua Bengio, the world-renowned computer scientist often described as one of the godfathers of artificial intelligence, or AI. Bengio is a professor at the University of Montreal in Canada, founder of the Quebec Artificial Intelligence Institute - and recipient of an A.M. Turing Award, “the Nobel Prize of Computing”. AI allows computers to operate in a way that can seem human, by using programmes that learn vast amounts of data and follow complex instructions. Big tech firms and governments have invested billions of dollars in the development of artificial intelligence, thanks to its potential to increase efficiency, cut costs and support innovation. Bengio believes there are risks in AI models that attempt to mimic human behaviour with all its flaws. For example, recent experiments have shown how some AI models are developing the capacity to deceive and even blackmail humans, in a quest for their self-preservation. Instead, he says AI must be safe, scientific and working to understand humans without copying them. The Interview brings you conversations with people shaping our world, from all over the world. The best interviews from the BBC. You can listen on the BBC World Service, Mondays and Wednesdays at 0700 GMT. Or you can listen to The Interview as a podcast, out twice a week on BBC Sounds, Apple, Spotify or wherever you get your podcasts. Presenter: James Copnall Producers: Lucy Sheppard, Ben Cooper Editor: Nick Holland Get in touch with us on email TheInterview@bbc.co.uk and use the hashtag #TheInterviewBBC on social media. (Image: Yoshua Bengio. Credit: Craig Barritt/Getty)

Yoshua Bengio — the world's most-cited computer scientist and a "godfather" of artificial intelligence — is deadly concerned about the current trajectory of the technology. As AI models race toward full-blown agency, Bengio warns that they've already learned to deceive, cheat, self-preserve and slip out of our control. Drawing on his groundbreaking research, he reveals a bold plan to keep AI safe and ensure that human flourishing, not machines with unchecked power and autonomy, defines our future. Want to help shape TED’s shows going forward? Fill out our survey ! Hosted on Acast. See acast.com/privacy for more information.

Yoshua Bengio — the world's most-cited computer scientist and a "godfather" of artificial intelligence — is deadly concerned about the current trajectory of the technology. As AI models race toward full-blown agency, Bengio warns that they've already learned to deceive, cheat, self-preserve and slip out of our control. Drawing on his groundbreaking research, he reveals a bold plan to keep AI safe and ensure that human flourishing, not machines with unchecked power and autonomy, defines our future.

Yoshua Bengio — the world's most-cited computer scientist and a "godfather" of artificial intelligence — is deadly concerned about the current trajectory of the technology. As AI models race toward full-blown agency, Bengio warns that they've already learned to deceive, cheat, self-preserve and slip out of our control. Drawing on his groundbreaking research, he reveals a bold plan to keep AI safe and ensure that human flourishing, not machines with unchecked power and autonomy, defines our future.

The consciousness test Could an artificial intelligence be capable of genuine conscious experience? Coming from a range of different scientific and philosophical perspectives, Yoshua Bengio, Sabine Hossenfelder, Nick Lane, and Hilary Lawson dive deep into the question of whether artificial intelligence systems like ChatGPT could one day become self-aware, and whether they have already achieved this state. Yoshua Bengio is a Turing Award-winning computer scientist. Sabine Hossenfelder is a science YouTuber and theoretical physicist. Nick Lane is an evolutionary biochemist. Hilary Lawson is a post-postmodern philosopher. To witness such topics discussed live buy tickets for our upcoming festival: https://howthelightgetsin.org/festivals/ And visit our website for many more articles, videos, and podcasts like this one: https://iai.tv/ You can find everything we referenced here: https://linktr.ee/philosophyforourtimes And don't hesitate to email us at podcast@iai.tv with your thoughts or questions on the episode! Who do you agree or disagree with? See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info .

Professor Yoshua Bengio is a pioneer in deep learning and Turing Award winner. Bengio talks about AI safety, why goal-seeking “agentic” AIs might be dangerous, and his vision for building powerful AI tools without giving them agency. Topics include reward tampering risks, instrumental convergence, global AI governance, and how non-agent AIs could revolutionize science and medicine while reducing existential threats. Perfect for anyone curious about advanced AI risks and how to manage them responsibly. SPONSOR MESSAGES: *** CentML offers competitive pricing for GenAI model deployment, with flexible options to suit a wide range of models, from small to large-scale deployments. https://centml.ai/pricing/ Tufa AI Labs is a brand new research lab in Zurich started by Benjamin Crouzier focussed on o-series style reasoning and AGI. Are you interested in working on reasoning, or getting involved in their events? They are hosting an event in Zurich on January 9th with the ARChitects, join if you can. Goto https://tufalabs.ai/ *** Interviewer: Tim Scarfe Yoshua Bengio: https://x.com/Yoshua_Bengio https://scholar.google.com/citations?user=kukA0LcAAAAJ&hl=en https://yoshuabengio.org/ https://en.wikipedia.org/wiki/Yoshua_Bengio TOC: 1. AI Safety Fundamentals [00:00:00] 1.1 AI Safety Risks and International Cooperation [00:03:20] 1.2 Fundamental Principles vs Scaling in AI Development [00:11:25] 1.3 System 1/2 Thinking and AI Reasoning Capabilities [00:15:15] 1.4 Reward Tampering and AI Agency Risks [00:25:17] 1.5 Alignment Challenges and Instrumental Convergence 2. AI Architecture and Safety Design [00:33:10] 2.1 Instrumental Goals and AI Safety Fundamentals [00:35:02] 2.2 Separating Intelligence from Goals in AI Systems [00:40:40] 2.3 Non-Agent AI as Scientific Tools [00:44:25] 2.4 Oracle AI Systems and Mathematical Safety Frameworks 3. Global Governance and Security [00:49:50] 3.1 International AI Competition and Hardware Governance [00:51:58] 3.2 Military and Security Implications of AI Development [00:56:07] 3.3 Personal Evolution of AI Safety Perspectives [01:00:25] 3.4 AI Development Scaling and Global Governance Challenges [01:12:10] 3.5 AI Regulation and Corporate Oversight 4. Technical Innovations [01:23:00] 4.1 Evolution of Neural Architectures: From RNNs to Transformers [01:26:02] 4.2 GFlowNets and Symbolic Computation [01:30:47] 4.3 Neural Dynamics and Consciousness [01:34:38] 4.4 AI Creativity and Scientific Discovery SHOWNOTES (Transcript, references, best clips etc): https://www.dropbox.com/scl/fi/ajucigli8n90fbxv9h94x/BENGIO_SHOW.pdf?rlkey=38hi2m19sylnr8orb76b85wkw&dl=0 CORE REFS (full list in shownotes and pinned comment): [00:00:15] Bengio et al.: "AI Risk" Statement https://www.safe.ai/work/statement-on-ai-risk [00:23:10] Bengio on reward tampering & AI safety (Harvard Data Science Review) https://hdsr.mitpress.mit.edu/pub/w974bwb0 [00:40:45] Munk Debate on AI existential risk, featuring Bengio https://munkdebates.com/debates/artificial-intelligence [00:44:30] "Can a Bayesian Oracle Prevent Harm from an Agent?" (Bengio et al.) on oracle-to-agent safety https://arxiv.org/abs/2408.05284 [00:51:20] Bengio (2024) memo on hardware-based AI governance verification https://yoshuabengio.org/wp-content/uploads/2024/08/FlexHEG-Memo_August-2024.pdf [01:12:55] Bengio’s involvement in EU AI Act code of practice https:

Pour souligner notre 100e épisode, nous recevons en studio «LA» figure de proue en intelligence artificielle, le plus grand des experts en intelligence artificielle, l’un des trois corécipiendaires du prix Turing en 2018 (Le prix Nobel d’informatique): Yoshua Bengio! Gros programme: Le prix Turing : Une histoire vraie Élément AI : Chronique d'une mort annoncée Informatique : Apprentissage profond et réseaux de neurones - Pensée et raisonnement De retour de l'autre côté de la pause en IA: Pertinence et nécessité Intelligence artificielle générale: Outils de contrôle - Urgence et nécessité Éducation: De l'art et de la science Bonne écoute! Production et animation: Jean-François Sénéchal, Ph.D Invité: Yoshua Bengio Collaborateurs et collaboratrices: Véronique Tremblay, Stéphane Minéo, Fredérick Plamondon, Shirley Plumerand, Sylvain Munger Ph.D, Ève Gaumond. Support the show

A couple of weeks ago, I was at this splashy AI conference in Montreal called All In. It was – how should I say this – a bit over the top. There were smoke machines, thumping dance music, food trucks. It was a far cry from the quiet research labs where AI was developed. While I remain skeptical of the promise of artificial intelligence, this conference made it clear that the industry is, well, all in. The stage was filled with startup founders promising that AI was going to revolutionize the way we work, and government officials saying AI was going to supercharge the economy. And then there was Yoshua Bengio. Bengio is one of AI’s pioneering figures. In 2018, he and two colleagues won the Turing Award – the closest thing computer science has to a Nobel Prize – for their work on deep learning. In 2022, he was the most cited computer scientist in the world. It wouldn’t be hyperbolic to suggest that AI as we know it today might not exist without Yoshua Bengio. But in the last couple of years, Bengio has had an epiphany of sorts. And he now believes that, left unchecked, AI has the potential to wipe out humanity. So these days, he’s dedicated himself to AI safety. He’s a professor at the University of Montreal and the founder of MILA - the Quebec Artificial Intelligence Institute. And he was at this big AI conference too, amidst all these Silicon Valley types, pleading with the industry to slow down before it’s too late. Mentioned: “ Personal and Psychological Dimensions of AI Researchers Confronting AI Catastrophic Risks ” by Yoshua Bengio “ Deep Learning ” by Yann LeCun, Yoshua Bengio, Geoffrey Hinton “ Computing Machinery and Intelligence ” by Alan Turing “ International Scientific Report on the Safety of Advanced AI ” “ Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? ” by R. Ren et al. “ SB 1047: Safe and Secure Innovation for Frontier Artificial Intelligence Models Act ” Further reading: “ ‘Deep Learning’ Guru Reveals the Future of AI ” by Cade Metz “ Montréal Declaration for a Responsible Development of Artificial Intelligence ” “ This A.I. Subculture’s Motto: Go, Go, Go ” By Kevin Roose “ Reasoning through arguments against taking AI safety seriously ” by Yoshua Bengio Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Today I talk with Dr. Yoshua Bengio. I decided to adopt a more minimalist approach to the podcast. Enjoy the conversation!

The launch of ChatGPT broke records in consecutive months between December 2022 and February 2023. Over 1 billion users a month for ChatGPT, over 100,000 users and $45 million in revenue for Jasper A.I., and the race to adopting A.I. at scale has begun. Does the global adoption of artificial intelligence have you concerned or apprehensive about what’s to come? On one hand it’s easy to get caught up in the possibilities of co-existing with A.I. living the enhanced upgraded human experience. We already have tech and A.I. integrated into so many of our daily habits and routines: Apple watches, ora rings, social media algorithms, chat bots, and on and on. Yoshua Bengio has dedicated more than 30 years of his computer science career to deep learning. He’s an award winning computer scientist known for his breakthroughs in artificial neural networks. Why after 3 decades contributing to the advancement of A.I. systems is Yoshua now calling to slow down the development of powerful A.I. systems? This conversation is about being open-minded and aware of the dangers of AI we all need to consider from the perspective of one of the world’s leading experts in artificial intelligence. Conscious computers, A.I. trolls, and the evolution of machines and what it means to be a neural network are just a few of the things you’ll find interesting in this conversation. [Original air date: 4-13-23] Follow Yoshua Bengio: Website: https://yoshuabengio.org/ SPONSORS: Explore the Range Rover Sport at https://landroverusa.com Use this link and Hartford Gold will give you up to $15,000 dollars of FREE silver on your first qualifying: order.offers.americanhartfordgold.com/content-affiliate/?&leadsource=affiliate&utm_sfcampaign=701Rb000009EnmrIAC For comprehensive financial news and analysis, visit the incredible brand that so many great investors use, https://yahoofinance.com . Visit https://BetterHelp.com/ImpactTheory today to get 10% off your first month. Go to https://shopify.com/impact now to grow your business–no matter what stage you’re in Get $1,000 off Vanta when you go to https://vanta.com/THEORY Get 5 free AG1 Travel Packs and a FREE 1 year supply of Vitamin D with your first purchase at https://drinkag1.com/impact . Secure your digital life with proactive protection for your assets, identity, family, and tech – Go to https://aura.com/IMPACT to start your free two-week trial. Take control of your gut health by going to https://tryviome.com/impact and use code IMPACT to get 20% off your first 3 months and free shipping. FOLLOW TOM: Instagram: https://www.instagram.com/tombilyeu/ Tik Tok: https://www.tiktok.com/@tombilyeu?lang=en Twitter: https://twitter.com/tombilyeu YouTube: https://www.youtube.com/@TomBilyeu What's up, everybody? It's Tom Bilyeu here. If you're serious about leveling up your life, I urge you to check out my new podcast, Tom Bilyeu’s Mindset Playbook — a goldmine of my most impactful episodes on mindset, business, and health. Trust me, your future self will thank you. LISTEN AD FREE + BONUS EPISODES on APPLE PODCASTS : <a href="http://apple.co/impacttheo

The launch of ChatGPT broke records in consecutive months between December 2022 and February 2023. Over 1 billion users a month for ChatGPT, over 100,000 users and $45 million in revenue for Jasper A.I., and the race to adopting A.I. at scale has begun. Does the global adoption of artificial intelligence have you concerned or apprehensive about what’s to come? On one hand it’s easy to get caught up in the possibilities of co-existing with A.I. living the enhanced upgraded human experience. We already have tech and A.I. integrated into so many of our daily habits and routines: Apple watches, ora rings, social media algorithms, chat bots, and on and on. Yoshua Bengio has dedicated more than 30 years of his computer science career to deep learning. He’s an award winning computer scientist known for his breakthroughs in artificial neural networks. Why after 3 decades contributing to the advancement of A.I. systems is Yoshua now calling to slow down the development of powerful A.I. systems? This conversation is about being open-minded and aware of the dangers of AI we all need to consider from the perspective of one of the world’s leading experts in artificial intelligence. Conscious computers, A.I. trolls, and the evolution of machines and what it means to be a neural network are just a few of the things you’ll find interesting in this conversation. [Original air date: 4-13-23] Follow Yoshua Bengio: Website: https://yoshuabengio.org/ SPONSORS: Explore the Range Rover Sport at https://landroverusa.com Use this link and Hartford Gold will give you up to $15,000 dollars of FREE silver on your first qualifying: order.offers.americanhartfordgold.com/content-affiliate/?&leadsource=affiliate&utm_sfcampaign=701Rb000009EnmrIAC For comprehensive financial news and analysis, visit the incredible brand that so many great investors use, https://yahoofinance.com . Visit https://BetterHelp.com/ImpactTheory today to get 10% off your first month. Go to https://shopify.com/impact now to grow your business–no matter what stage you’re in Get $1,000 off Vanta when you go to https://vanta.com/THEORY Get 5 free AG1 Travel Packs and a FREE 1 year supply of Vitamin D with your first purchase at https://drinkag1.com/impact . Secure your digital life with proactive protection for your assets, identity, family, and tech – Go to https://aura.com/IMPACT to start your free two-week trial. Take control of your gut health by going to https://tryviome.com/impact and use code IMPACT to get 20% off your first 3 months and free shipping. FOLLOW TOM: Instagram: https://www.instagram.com/tombilyeu/ Tik Tok: https://www.tiktok.com/@tombilyeu?lang=en Twitter: https://twitter.com/tombilyeu YouTube: https://www.youtube.com/@TomBilyeu What's up, everybody? It's Tom Bilyeu here. If you're serious about leveling up your life, I urge you to check out my new podcast, Tom Bilyeu’s Mindset Playbook — a goldmine of my most impactful episodes on mindset, business, and heal

In this episode of ACM ByteCast, Rashmi Mohan hosts ACM A.M. Turing Award laureate Yoshua Bengio, Professor at the University of Montreal, and Founder and Scientific Director of MILA (Montreal Institute for Learning Algorithms) at the Quebec AI Institute. Yoshua shared the 2018 Turing Award with Geoffrey Hinton and Yann LeCun for their work on deep learning. He is also a published author and the most cited scientist in Computer Science. Previously, he founded Element AI, a Montreal-based artificial intelligence incubator that turns AI research into real-world business applications, acquired by ServiceNow. He currently serves as technical and scientific advisor to Recursion Pharmaceuticals and scientific advisor for Valence Discovery. He is a Fellow of ACM, the Royal Society, the Royal Society of Canada, Officer of the Order of Canada, and recipient of the Killam Prize, Marie-Victorin Quebec Prize, and Princess of Asturias Award. Yoshua also serves on the United Nations Scientific Advisory Board for Independent Advice on Breakthroughs in Science and Technology and as a Canada CIFAR AI Chair. Yoshua traces his path in computing, from programming games in BASIC as an adolescent to getting interested in the synergy between the human brain and machines as a graduate student. He defines deep learning and talks about knowledge as the relationship between symbols, emphasizing that interdisciplinary collaborations with neuroscientists were key to innovations in DL. He notes his and his colleagues’ surprise in the speed of recent breakthroughs with transformer architecture and large language models and talks at length about about artificial general intelligence (AGI) and the major risks it will present, such as loss of control, misalignment, and nationals security threats. Yoshua stresses that mitigating these will require both scientific and political solutions, offers advice for researchers, and shares what he is most excited about with the future of AI.