Richard S. Sutton
Canadian computer scientist, Alberta professor and Turing Award winner for reinforcement learning
Canadian computer scientist, Alberta professor and Turing Award winner for reinforcement learning
Every podcast episode featuring Richard S. Sutton that Attunex has found: 36 interviews and appearances across 10 shows between 2019 and 2026. Most often on The Derby Mill Series (24), Steven AI Talk(English) (2) and Approximately Correct: An AI Podcast from Amii (2). Follow Richard in Attunex to get new appearances automatically, each with an on-device transcript and summary.
Follow Richard S. Sutton in AttunexUpdated 2026-10-14.
D'un D moins en neuropsychologie au prix Turing, le portrait de Rich Sutton, père de l'apprentissage par renforcement, qui prend l'écureuil au sérieux et conteste la voie des chatbots. Épisode…
This episode examines a paper by Emmanuel Dupoux, Yann LeCun, and Jitendra Malik arguing that deployed AI models learn nothing after training, unlike a toddler who continuously experiments through…
Send us Fan Mail Today’s episode follows a single governing frame: AI progress is shifting from the old drama of bigger static models toward post-training pipelines, memory systems, adaptive…
在Bayt播客上收听任何播客的中文翻译音频，并查看双语字幕： 安卓：https://baytfm.com iOS：https://apps.apple.com/app/apple-store/id6748532039?pt=121796720&ct=xiaoyuzhou&mt=8mt=8 📝 本期播客简介 本期节目我们翻译了知名AI播客《Training Data》。由红杉资本合伙人Sonya…
📝 本期播客简介 本期我们克隆了：知名播客 Training Data Rich Sutton and Khurram Javed: Why AI Models Stop Learning, and How to Start It Again。原内容更新时间：2026-08-18。嘉宾 Rich Sutton 与 Khurram Javed…
The episode opened with Apple Vision Pro being used to map a house while running Ethernet cable, letting a worker see marked locations through floors and walls. That led to a wider discussion about…
Rich Sutton, who helped pioneer reinforcement learning and wrote the seminal AI essay The Bitter Lesson, has now cofounded Oak Lab with his former student Khurram Javed. Their goal: to build agents…
2026年7月19日，世界人工智能大会 （WAIC）思想者论坛 迎来了一位重量级嘉宾——2024年图灵奖得主、现代强化学习奠基人 理查德·萨顿（Richard Sutton） 。他现任加拿大阿尔伯塔大学教授、加拿大人工智能研究所（Amii）首席研究员，他关于强化学习的理论构成了AlphaGo、自动驾驶、具身机器人等里程碑式技术的基石。 萨顿此次演讲题为《 强化学习的第一线：从经验培育超级智能…
Un podcast de Gargoyles Devon (gargoylesdevon@gmail.com | https://www.amazon.es/s?rh=p_27%3AGargoyles+Devon)Podcast: https://pod.link/1723256857 | Youtube:…
Richard Sutton launches Oak Lab to pursue continuous, self-supervised RL and challenge frozen LLMs. Stanford's TRACE turns agent failures into targeted training patches. Also: Nobel-backed warnings…
Chiński chip 100x szybszy, Google kończy z niebieskimi linkami, Sutton zakłada Oak Lab, a Nadella krytykuje podwójne opłacanie AI. Przegląd dnia. Źródła: China’s optical chip breakthrough boosts AI…
Google makes AI search the default, Anthropic finds a hidden thought space, and Rich Sutton launches a new AI lab. Sources: Google Replaced Its Default Search With AI: How to Get Blue Links Back What…
Please support this podcast by checking out our sponsors: - Consensus: AI for Research. Get a free month - https://get.consensus.app/automated_daily - KrispCall: Agentic Cloud Telephony -…
6月22日-23日，2026清华大学方塘论坛在北京举办。其中进行了一场极具历史意义的思想交锋，对谈双方代表了当今世界两股截然不同的思潮：一位是2024年图灵奖得主、“强化学习之父”理查德·萨顿（Richard Sutton），另一位是著名社会人类学家、德国马普社会人类学研究所所长项飙。在清华大学方塘研究院院长汪晖的主持下，两人围绕“人在AI时代如何安身立命”这一终极命题展开了激烈碰撞。…
这篇发表在 CMU 机器学习博客上的文章《Pre-Training Isn't Bitter Enough》，对著名 AI 学者 Richard Sutton 提出的“苦涩的教训”（The Bitter Lesson）进行了深刻反思与拓展。 文章指出，虽然当前大模型的预训练在“ 如何训练 ”（如预测下一个词）上遵循了让机器自主学习的规律，但在“ 应该训练什么…
A response from the Derby Mill team of AI experts to Anthropic co-founder Jack Clark’s recent Substack essay, “ AI systems are about to start building themselves .” In the essay, Clark predicts that…
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When the right answer is a matter of life and death, how do you ensure that your AI systems avoid fatal mistakes? Signal 1 is a software platform for healthcare that functions as a control panel for…
OpenClaw, the latest AI chatbot to go viral, has some key differences from ChatGPT, Claude or Gemini. The agentic AI developed by Peter Steinberger is open source and hosted on your own computer. You…
Are humanoid robots using the best possible form factor, or should we consider a wholesale redesign if we’re seeking the most useful mechanical helpers for daily living? Drawing on recent…
AI-enabled cyberattacks are increasing in sophistication and creativity. For example, recently, a vending machine became a potential entry point for attackers targeting a large financial institution…
Tom interviews Rich Sutton, Research Scientist at Keen Technologies, Professor of Computing Science at the University of Alberta and co-winner of the 2024 ACM Turing Award for his foundational…
Every AI builder knows the anxiety: you spend months engineering prompts, tuning pipelines, and chaining calls together — then a new model drops and half your work evaporates overnight. It turns out…
Why current AI technology can’t get us what its proponents are promising. Why the media keeps getting the AI story wrong. Why AI layoffs are just an excuse to re-hire workers for cheaper. Punching…
Rich Sutton published a 1200-word essay in 2019 arguing that 70 years of AI research proved one thing: general methods leveraging computation always beat human-curated knowledge in the long run. Most…
Episodio speciale del weekend. L'Intelligenza Artificiale di oggi è onnisciente, ma soffre di una gravissima forma di "amnesia": i modelli come ChatGPT e Claude sono congelati nel tempo e non…
Nearly a trillion dollars in market value vanished from software and services stocks after a Reuters headline framed AI as a potential existential threat to traditional software companies. In this…
Barney Hussey-Yeo is the founder and CEO of Cleo, the company behind an AI-powered financial companion that is transforming the way millions of people manage their money. Founded in London in 2016,…
In this episode of ACM ByteCast, Rashmi Mohan hosts 2024 ACM A.M. Turing Award laureates Andrew Barto and Richard Sutton. They received the Turing Award for developing the conceptual and algorithmic…
The Derby Mill regulars host Shopify CEO Tobias Lütke on the heels of the ecommerce giant’s release of its Winter Edition 2026, aka The RenAIssance Edition, a significant artificial…
The source presents a transcript of a conversation between Dwarkesh Patel and Richard Sutton, a key figure in reinforcement learning (RL) , often called the "father of RL." Sutton argues that Large…
The source presents a transcript of a conversation between Dwarkesh Patel and Richard Sutton, a key figure in reinforcement learning (RL) , often called the "father of RL." Sutton argues that Large…
Engineering is growing more complex—but design reviews still drag through email screenshots and PowerPoints. In this episode of the Derby Mill Series we welcome Adam Keating, CEO & co-founder of…
Welcome to the first episode of Forward Deployed (YouTube), a podcast exploring the intersection of AI, software development, and the enterprise. We’re very excited to have you join us as we tackle…
In this episode of 'AI Unprompted,' hosts Ryan Lowdermilk, Kevin Tupper, and Travis Lowdermilk delve into the current state of AI, with a focus on large language models (LLMs). They discuss a recent…
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Once again, instead of introducing new research, we discuss what Richard Sutton, a pioneer of reinforcement learning (RL), controversially argues that large language models (LLMs) represent a "dead…
This "bitter lesson"-style position paper by David Silver and Richard S. Sutton introduces a shift in artificial intelligence from the "Era of Human Data" to the "Era of Experience." The authors…
00:17 最近AI圈有个特别炸裂的观点，强化学习RL的教父、刚刚拿了图灵奖的理查德萨顿公开说，他觉得现在火的一塌糊涂的大型语言模型，也就是LLM是条死胡同。 00:31 这个说法跟我们每天感受到的AI热潮简直是背道而驰。 00:36 没错，这个观点之所以这么震撼，是因为萨顿不是在说LLM不够好，而是在质疑他通往真正通用人工智能AGI的根本路径。 00:46…
A trillion-dollar clash of ideas is roiling the artificial intelligence community. Today, in a special episode, our host Ajay Agrawal leads Rich Sutton, Sendhil Mullainathan and Niamh Gavin, and…
# TEMA LA LECCIÓN AMARGA DE SUTTON ¿Los LLMs no son el futuro? 1. Richard Sutton – Padre de RL piensa que los LLM son un callejón sin salida 2. Algunas reflexiones sobre la entrevista de Sutton 3. El…
📝 本期播客简介 本期深度对话强化学习之父、2024年图灵奖得主理查德·萨顿。作为《苦涩的教训》作者，他提出颠覆性观点：大语言模型（LLM）本质是条死胡同。萨顿指出，LLM无法实现「在职学习」，无论规模如何扩展，终需全新架构支持持续学习能力。真正的智能应像人类和动物般实时学习，这将彻底淘汰当前LLM范式。…
👉🏼 Die Debatte um Künstliche Intelligenz wird von einem klaren Narrativ dominiert: Grössere Modelle + mehr Daten = der Weg zur Allgemeinen KI (AGI). Doch was, wenn genau das ein fundamentaler Irrtum…
I have a much better understanding of Sutton’s perspective now. I wanted to reflect on it a bit. (00:00:00) - The steelman (00:02:42) - TLDR of my current thoughts (00:03:22) - Imitation learning is…
In dieser Folge von "AI in 5,4,3,2,1" beleuchtet Dominic, Gründer von 'Leaders of AI', eine spannende Kontroverse in der Welt der Künstlichen Intelligenz: Sind große Sprachmodelle der richtige Weg…
In this episode of "AI in 5,4,3,2,1," Dominic, founder of 'Leaders of AI,' shines a light on an intriguing controversy in the world of Artificial Intelligence: Are large language models the right…
图灵奖得主Richard_Sutton：LLM只是“好看的岔路”？强化学习才是通往真智能的必经之路？
Podcast episode for On Dwarkesh Patel’s Podcast With Richard Sutton. The Don’t Worry About the Vase Podcast is a listener-supported podcast. To receive new posts and support the cost of creation,…
This seems like a good opportunity to do some of my classic detailed podcast coverage. The conventions are: This is not complete, points I did not find of note are skipped. The main part of each…
A Turing Award winner just said what most of Silicon Valley won’t: LLMs like ChatGPT might never reach AGI. In today’s episode, we break down Richard Sutton’s surprising take, why he thinks we need…
📝 本期播客简介 本期我们克隆了：知名科技播客 The Dwarkesh Podcast 本期嘉宾是刚刚荣获计算机科学最高荣誉“图灵奖”的传奇人物、被誉为“强化学习之父”的 Richard Sutton。在当前大语言模型（LLM）席卷一切的浪潮下，Sutton 教授提出了振聋发聩的反对意见，与主持人 Dwarkesh Patel 展开了一场关于 AI 根本路径的激烈辩论。他认为，LLM…
Richard Sutton is the father of reinforcement learning, winner of the 2024 Turing Award, and author of The Bitter Lesson. And he thinks LLMs are a dead end. After interviewing him, my steel man of…
The Derby Mill Series hosts are back to kick off Season 2 with an episode about automating factories—an extension of a discussion we began in the series’ first-ever episode . Here, hosts Ajay…
# TEMA LA ARQUITECTURA OAK Una visión de la super inteligencia desde la experiencia. +Análisis ponencia Rich Sutton # PRESENTA Y DIRIGE 🧠Plácido Doménech Espí ⭐Creador de xHUB.AI 🏢CEO MXND.AI :…
Recorded at Reinforcement Learning Conference 2025 at University of Alberta, Edmonton Alberta Canada. Featured References Lecture on the Oak Architecture , Rich Sutton Alberta Plan , Rich Sutton with…
Joining the usual Derby Mill team of Ajay Agrawal, Rich Sutton, Sendhil Mullainathan and Niamh Gavin are two experts in the automation of business workflows: AppliedAI CEO and founder Arya…
Nvidia CEO Jensen Huang recently described physical AI, a category that includes robots that can perceive, understand and act in the real world, as the next wave in artificial intelligence. So in the…
Headquartered in Toronto, Private AI detects and removes personally identifiable information (PII) from data using large language models (LLMs), all without compromising individual or institutional…
Can deep learning outperform traditional quant strategies? In this episode, we explore how a simple neural network model was applied to momentum trading — and how it stacks up against the market.…
StackAdapt is an advertising platform that leverages AI to optimize digital ad campaigns across multiple channels, including display, video, native, and connected TV. With an auction system, it…
In this thought-provoking episode, we dive into the evolving philosophy behind building agentic AI—moving away from rigid scaffolding and handcrafted logic, and toward systems that learn, adapt, and…
【推薦】適合非技術專業人士的令人驚嘆的AI課程 https://wowgaopei.com/2024ai-course-recommendation/ 【資策會AI證照】折扣碼：「bCQH」 https://www.iiiedu.org.tw/certifications/examList/field/6 AI商業實戰的56堂課：不用基礎也能通…
Derby Mill co-host Richard Sutton and his former student, David Silver, recently published a paper about the future of artificial intelligence, called Welcome to the Era of Experience . So in this…
Jake and I chat about a forthcoming book chapter titled, "Welcome to the Era of Experience" by David Silver and Richard Sutton (link below). This—naturally—led other topics to surface, such as…
We’re standing at a turning point in AI. Until now, machines have learned by studying us — reading our books, analyzing our conversations, mimicking our decisions. But what happens when AI starts…
我是孙煜征，大家叫我立正，康奈尔经济学博士、《真本事》作者、Superlinear Academy创始人。在这里，和我一起把AI、工作与人生中的重要问题想明白。 了解我、阅读文章与查找往期节目 https://www.lizheng.ai/ 本期内容 这段 30 多分钟的深度独白围绕一个尖锐问题展开──“AI 与人类智能之间究竟有没有本质差距？”…
Send us Fan Mail In each episode, we unpack the latest advancements and debates shaping the tech landscape. Discover groundbreaking insights from a recent paper by Google researcher David Silver and…
In this unpacked episode, the team further expands its discussion of themes that came up in episode seven , which explored the automation of customer support with artificial intelligence. Our guests…
【节目介绍】 本期节目聚焦强化学习，带你走进这一人工智能核心领域。从图灵奖得主巴托（Andrew Barto）和萨顿（Richard S. Sutton）的卓越成就，到强化学习从游戏到大模型的广泛应用，我们将回顾这段发展历程，探索RL的未来潜力。这是一场关于深度学习的历史和现状的回顾之旅，重新带你领略人工智能与各个学科的融合魅力。 【时间线】 01:40…
Meet Ada, a Canadian AI agent platform automating the resolution of customer service interactions. When customers have complex requests—such as resetting passwords, checking order status, or…
In the latest episode of Approximately Correct, we’re taking the time to celebrate with Amii Fellow, Chief Scientific Advisor, and Canada CIFAR AI Chair Rich Sutton, newly-minted winner of the A.M.…
In the first episode of The Derby Mill Series to post since our co-host Rich Sutton won the Turing Award, the highest distinction in the field of computer science, Sutton joins our panel of experts…
Aujourd’hui, on parle des lauréats du prix Turing 2025, la plus haute distinction en informatique. Il vient d'être décerné à deux chercheurs pionniers de l’intelligence artificielle. Il s'agit de…
Intrepid partner Ajay Agrawal and senior advisors Rich Sutton, Sendhil Mullainathan and Niamh Gavin are back to dig deep in this episode all about using artificial intelligence to increase the…
In the first of our “unpacked” episodes, Intrepid partner Ajay Agrawal leads our senior advisors Rich Sutton, Sendhil Mullainathan and Niamh Gavin in a conversation that further explores the themes…
The Chinese tech start-up DeepSeek used reinforcement learning and other creative techniques to develop an ultra-efficient chatbot that was less costly to make, uses fewer chips and requires much…
In the premiere of the Intrepid Growth Partners’ podcast, we meet with Rae Jeong, the CEO of Maneva AI, a Toronto-based company whose mission is to use artificial intelligence to make factories…
Intrepid Growth Partners is excited to release the official sizzle reel for our new podcast: The Derby Mill Series: Intrepid Pioneers of the Next Economy. Featuring discussions with entrepreneurs at…
In this episode, reinforcement learning legend Rich Sutton argues the focus on non-continual learning over the past 40 years is now holding AI back. Listen to one of the leading minds in machine…
What does Rich Sutton’s "Bitter Lesson" reveal about the decisions Tesla is making in its pursuit of autonomy? In this episode, we dive into Tesla’s recent "We, Robot" event, where they unveiled bold…
Dr. Richard Sutton is a Professor of Computing Science at the University of Alberta known for his pioneering work on reinforcement learning, and his “bitter lesson” that scaling up an AI’s data and…
This week Dr. Richard Sutton. Known for his breakthroughs in reinforcement learning, Richard serves as a Professor at The University of Alberta and Research Scientist at Keen Technologies (an…
Bienvenidos a un nuevo episodio, un nuevo INSIDE X donde tocamos un tema de actualidad como... 🟥 LA AMARGA LECCIÓN | Rich Sutton ❤️🧠IMPERDIBLE. 🍿A disfrutar! Presenta y dirige: Plácido Doménech Espí…
Join me for round 2 with Dr. Peter Park, an AI Existential Safety Postdoctoral Fellow working with Dr. Max Tegmark at MIT. Dr. Park was a cofounder of StakeOut.AI, a non-profit focused on making AI…
Join host Craig Smith on episode #170 of Eye on AI, for a riveting conversation with Richard Sutton, currently serving as a professor of computing science at the University of Alberta and a research…
Two startups have boldly stepped into the ring with OpenAI - Cohere and Mistral. We delve into Cohere's enterprise-focused approach, backed by a rumoured $1bn funding round, and Mistral's pioneering…
Computer scientist Rich Sutton, FRS (🔗, 🔗, 🔗), a quiet giant of machine learning, joins Michael and Dave in a sprawling conversation touching on reinforcement learning, a hopeful view of AI, the…
#reinforcementlearning #deepmind #agi What's the most promising path to creating Artificial General Intelligence (AGI)? This paper makes the bold claim that a learning agent maximizing its reward in…
See the August 6 edition of the Tech Roundup for links and more information on all of the news items mentioned in this episode. ★ Support this podcast ★