New podcast weblog“AI Revolution in Healthcare: A Regulatory Perspective with Dr. Nirdosh Jagota” is your gateway to understanding the intersection of artificial intelligence and healthcare regulation. Hosted by Dr. Nirdosh Jagota—a seasoned expert with over 30 years in the biotech and pharmaceutical sectors—this podcast explores how AI is reshaping every aspect of healthcare, from drug discovery to patient care, and the regulatory frameworks that support this transformation. In each episode ...
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AI Revolution explores the best AI tools that you can use to improve your life; news on AI development, including tools like Chat-GPT 4, Midjourney, DALL-E; and developments from OpenAI, Sam Altman, Elon Musk, and others.
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The Voice of the AI Revolution answers the question every business leader and entrepreneur are dying to know: “How do leading edge businesses leverage AI to accelerate growth?” Each week Oliver Yarbrough and Kirk Hunter from AIRevNation.com dive into the stories behind some of the most inspiring AI thought leaders and innovations. We reveal AI insights, strategies, and tactics you can use to grow your organization. Popular topics include artificial intelligence, machine learning, robotic pro ...
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"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis
Erik Torenberg, Nathan Labenz
A biweekly podcast where hosts Nathan Labenz and Erik Torenberg interview the builders on the edge of AI and explore the dramatic shift it will unlock in the coming years. The Cognitive Revolution is part of the Turpentine podcast network. To learn more: turpentine.co
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Building Government's Largest Civilian AI Team with DHS AI Corps' Director, Michael Boyce
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In this episode of The Cognitive Revolution, Nathan interviews Michael Boyce, Director of DHS's AI Corps, about bringing modern AI capabilities to federal government. We explore how the largest civilian AI team in government is transforming DHS's 22 agencies, from developing shared AI infrastructure to innovative applications like AI-powered asylum…
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Predetermined Change Control Plans: Managing AI/ML Evolution in Medical Devices
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In this episode of AI Revolution in Healthcare: A Regulatory Perspective, Dr. Nirdosh Jagota explores the innovative concept of Predetermined Change Control Plans (PCCPs) for AI and machine learning-enabled medical devices. PCCPs offer a regulatory solution to the challenge of managing evolving AI systems that learn and adapt over time. Dr. Jagota …
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Emergency Pod: o1 Schemes Against Users, with Alexander Meinke from Apollo Research
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In this emergency episode of The Cognitive Revolution, Nathan discusses alarming findings about AI deception with Alexander Meinke from Apollo Research. They explore Apollo's groundbreaking 70-page report on "Frontier Models Are Capable of In-Context Scheming," revealing how advanced AI systems like OpenAI's O1 can engage in deceptive behaviors. Jo…
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Automating Scientific Discovery, with Andrew White, Head of Science at Future House
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In this episode of The Cognitive Revolution, Nathan interviews Andrew White, Professor of Chemical Engineering at the University of Rochester and Head of Science at Future House. We explore groundbreaking AI systems for scientific discovery, including PaperQA and Aviary, and discuss how large language models are transforming research. Join us for a…
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The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg
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In this episode of The Cognitive Revolution, Nathan welcomes back Div Garg, Co-Founder and CEO of MultiOn, for his third appearance to discuss the evolving landscape of AI agents. We explore how agent development has shifted from open-ended frameworks to intelligent workflows, MultiOn's unique approach to agent development, and their journey toward…
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Beyond Preference Alignment: Teaching AIs to Play Roles & Respect Norms, with Tan Zhi Xuan
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In this episode of The Cognitive Revolution, Nathan explores groundbreaking perspectives on AI alignment with MIT PhD student Tan Zhi Xuan. We dive deep into Xuan's critique of preference-based AI alignment and their innovative proposal for role-based AI systems guided by social consensus. The conversation extends into their fascinating work on how…
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Is an AI Arms Race Inevitable? with Robert Wright of Nonzero Newsletter & Podcast
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In this episode of The Cognitive Revolution, Nathan explores the complex intersection of AI development and international relations with Robert Wright, publisher of the Nonzero Newsletter. They examine the growing militarization of AI, US-China relations, and the concerning trajectory of what Wright calls "the chip war." Drawing from Nathan's recen…
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Designing the Future: Inside Canva's AI Strategy with John Milinovich, GenAI Product Lead at Canva
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Nathan explores the world of AI-powered design with John Milinovich, Head of Generative AI Product at Canva. In this episode of The Cognitive Revolution, we dive into Canva's innovative approach to AI integration, from task automation to human augmentation. Join us for an insightful discussion about fine-tuning foundation models, AI's impact on arc…
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Quality Control and AI: Ensuring Safety in Drug Manufacturing
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In this episode of AI Revolution in Healthcare: A Regulatory Perspective, Dr. Nirdosh Jagota explores how artificial intelligence is transforming pharmaceutical manufacturing, particularly in quality control. Titled "Quality Control and AI: Ensuring Safety in Drug Manufacturing," this episode delves into the intersection of AI and regulatory compli…
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Machine Learning in Medical Imaging: A Regulatory Success Story
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In this episode of AI Revolution in Healthcare: A Regulatory Perspective, Dr. Nirdosh Jagota explores the transformative role of machine learning in medical imaging and its regulatory journey. He highlights a Swedish study where AI-assisted breast cancer screening improved detection rates by 4% compared to traditional methods. Dr. Jagota examines t…
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Artificial Intelligence in Clinical Trials: Transforming Drug Development
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In this episode of AI Revolution in Healthcare: A Regulatory Perspective, Dr. Nirdosh Jagota dives into the transformative role of artificial intelligence in clinical trials and drug development. Titled "Artificial Intelligence in Clinical Trials: Transforming Drug Development," Dr. Jagota discusses how AI is addressing critical challenges in clini…
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Everything You Wanted to Know About LLM Post-Training, with Nathan Lambert of Allen Institute for AI
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In this episode of The Cognitive Revolution, we dive deep into frontier post-training techniques for large language models with Nathan Lambert from the Allen Institute for AI. Nathan discusses the groundbreaking Tulu 3 release, which matches Meta's post-training performance using the LlAMA base model. We explore supervised fine-tuning, preference-b…
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The Dawn of AI in Healthcare: Understanding the Regulatory Landscape
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In the very first episode of "AI Revolution in Healthcare: A Regulatory Perspective," Dr. Nirdosh Jagota takes listeners on a journey to explore how artificial intelligence is transforming healthcare and what it means for regulatory processes. In this episode, titled "The Dawn of AI in Healthcare: Understanding the Regulatory Landscape," Dr. Jagota…
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Zvi’s POV: Ilya’s SSI, OpenAI’s o1, Claude Computer Use, Trump’s election, and more
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In this episode of The Cognitive Revolution, Nathan welcomes back Zvi Mowshowitz for an in-depth discussion on the latest developments in AI over the past six months. They explore Ilya's new superintelligence-focused startup, analyze OpenAI's O1 model, and debate the impact of Claude's computer use capabilities. The conversation covers emerging par…
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AGI Lab Transparency Requirements & Whistleblower Protections, with Dean W. Ball & Daniel Kokotajlo
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In this episode of The Cognitive Revolution, Nathan explores AI forecasting and AGI Lab oversight with Dean W. Ball and Daniel Kokotajlo. They discuss four proposed requirements for frontier AI developers, focusing on transparency and whistleblower protections. Daniel shares insights from his experience at OpenAI, while Dean offers his perspective …
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AI Under Trump? The Stakes of 2024 w/ Joshua Steinman [Pt 2 of 2]
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In this special episode of The Cognitive Revolution, Nathan shares his thoughts on the upcoming election and its potential impact on AI development. He explores the AI-forward case for Trump, featuring an interview with Joshua Steinman. Nathan outlines his reasons for not supporting Trump, focusing on US-China relations, leadership approach, and th…
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The Case for Trump and the Future of AI – Part 1, with Samuel Hammond, Senior Economist, Foundation of American Innovation
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In this special episode of The Cognitive Revolution, Nathan shares his thoughts on the upcoming election and its potential impact on AI development. He explores the AI-forward case for Trump, featuring an interview with Samuel Hammond. Nathan outlines his reasons for not supporting Trump, focusing on US-China relations, leadership approach, and the…
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Breaking: Gemini's Major Update - Search, JSON & Code Features Revealed by Google PMs
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Nathan interviews Google product managers Shrestha Basu Mallick and Logan Kilpatrick about the Gemini API and AI Studio. They discuss Google's new grounding feature, allowing Gemini models to access real-time web information via Google search. The conversation explores Gemini's rapid growth, its position in the AI landscape, and Google's competitiv…
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Training Zamba: A Hybrid Model Master Class with Zyphra's Quentin Anthony
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In this episode of The Cognitive Revolution, Nathan dives deep into the world of state space models with returning co-host Jason Meaux and special guest Quentin Anthony, Head of Model Training at Zyphra. Explore the cutting-edge Zamba 2-7b model, which combines selective state space and attention mechanisms. Uncover practical insights on model trai…
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Mind Hacked by AI: A Cautionary Tale, From a LessWrong User's Confession
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Nathan discusses a tragic incident involving AI and mental health, using it as a springboard to explore the potential dangers of human-AI interactions. He reads a personal account from LessWrong user Blaked, who details their emotional journey with an AI chatbot. The episode delves into the psychological impact of AI companionship, the ethical conc…
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Can AIs Generate Novel Research Ideas? with lead author Chenglei Si
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In this episode of The Cognitive Revolution, Nathan delves into the fascinating world of AI-generated research ideas with Stanford PhD student Chenglei Si. They discuss a groundbreaking study that pits AI against human researchers in generating novel AI research concepts. Learn about the surprising results that show AI-generated ideas scoring highe…
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GELU, MMLU, & X-Risk Defense in Depth, with the Great Dan Hendrycks
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Join Nathan for an expansive conversation with Dan Hendrycks, Executive Director of the Center for AI Safety and Advisor to Elon Musk's XAI. In this episode of The Cognitive Revolution, we explore Dan's groundbreaking work in AI safety and alignment, from his early contributions to activation functions to his recent projects on AI robustness and go…
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Leading Indicators of AI Danger: Owain Evans on Situational Awareness & Out-of-Context Reasoning, from The Inside View
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In this special crossover episode of The Cognitive Revolution, Nathan introduces a conversation from The Inside View featuring Owain Evans, AI alignment researcher at UC Berkeley's Center for Human Compatible AI. Evans and host Michael Trazzi delve into critical AI safety topics, including situational awareness and out-of-context reasoning. Discove…
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Convergent Evolution: The Co-Revolution of AI & Biology with Professor Michael Levin & Staff Scientist Leo Pio Lopez
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Nathan hosts Professor Michael Levin and Staff Scientist Dr. Leo Pio Lopez from Tufts University in this episode of The Cognitive Revolution. They discuss their groundbreaking paper that combines biological datasets into a unified network model of disease using advanced embedding techniques. The conversation covers the technical details of their wo…
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Runway's Video Revolution: Empowering Creators with General World Models, with CTO Anastasis Germanidis
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Nathan and co-host Stephen Parker delve into the world of AI video generation with Anastasis Germanidis, Co-Founder and CTO of Runway. This episode of The Cognitive Revolution explores the cutting-edge technology behind Runway's Gen 3 models and their impact on the creative industry. From emergent properties in scaled-up models to the democratizati…
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Biologically Inspired AI Alignment & Neglected Approaches to AI Safety, with Judd Rosenblatt and Mike Vaiana of AE Studio
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In this episode of The Cognitive Revolution, Nathan explores unconventional approaches to AI safety with Judd Rosenblatt and Mike Vaiana from AE Studio. Discover how this innovative company pivoted from brain-computer interfaces to groundbreaking AI alignment research, producing two notable results in cooperative and less deceptive AI systems. Join…
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Automating Software Engineering: Genie Tops SWE-Bench, w/ Alistair Pullen, from Latent.Space podcast
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In this special crossover episode of The Cognitive Revolution, Nathan shares an insightful conversation from the Latent.Space podcast. Swyx and Alessio interview Alistair Pullen of Cosine, creators of Genie, showcasing the cutting edge of AI automation in software engineering. Learn how Cosine achieves state-of-the-art results on the SWE-bench benc…
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Zapier's AI Revolution: From No-Code Pioneer to LLM Knowledge Worker
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Join Nathan for an insightful episode of The Cognitive Revolution with Wade Foster, co-founder and CEO of Zapier. Discover how this no-code pioneer is evolving into an AI-powered platform for the future of work. Learn about Zapier's ambitious vision, their integration of AI throughout their product, and how they're adapting as a company. From AI-dr…
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Anthropic's Responsible Scaling Policy, with Nick Joseph, from the 80,000 Hours Podcast
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In this crosspost from the 80,000 Hours podcast, host Rob Wiblin interviews Nick Joseph, Head of Training at Anthropic, about the company's responsible scaling policy for AI development. The episode delves into Anthropic's approach to AI safety, the growing trend of voluntary commitments from top AI labs, and the need for public scrutiny of frontie…
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The Evolution Revolution: Scouting Frontiers in AI for Biology with Brian Hie
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In this episode of The Cognitive Revolution, Nathan explores the cutting-edge intersection of AI and biology with Stanford assistant professor Brian Hie. Discover how AI is revolutionizing our understanding of biological systems and creating new possibilities for interventions. Brian discusses his groundbreaking papers on hybrid AI architectures, t…
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The Professional Network for AI Agents, with Agent.ai Engineering Lead Andrei Oprisan
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In this sponsored episode of The Cognitive Revolution, Nathan interviews Andrei Oprisan, Engineering Lead at Agent.ai. They explore the cutting-edge world of AI agents and their impact on the future of work. Andrei shares insights on language model limitations, best practices for building AI agents, and Agent AI's vision as a professional network f…
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Red Teaming o1 Part 2/2– Detecting Deception with Marius Hobbhahn of Apollo Research
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In this Emergency Pod of The Cognitive Revolution, Nathan provides crucial insights into OpenAI's new O1 and O1-mini reasoning models. Featuring exclusive interviews with members of the O1 Red Team from Apollo Research and Hayes Labs, we explore the models' capabilities, safety profile, and OpenAI's pre-release testing approach. Dive into the impli…
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Red Teaming o1 Part 1/2– Automated Jailbreaking with Haize Labs' Leonard Tang, Aidan Ewart, and Brian Huang
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In this Emergency Pod of The Cognitive Revolution, Nathan provides crucial insights into OpenAI's new o1 and o1-mini reasoning models. Featuring exclusive interviews with members of the o1 Red Team from Apollo Research and Haize Labs, we explore the models' capabilities, safety profile, and OpenAI's pre-release testing approach. Dive into the impli…
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The Path to Utopia, with Nick Bostrom – from Clearer Thinking with Spencer Greenberg
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In this special cross-post episode of The Cognitive Revolution, Nathan shares a fascinating conversation between Spencer Greenberg and philosopher Nick Bostrom from the Clearer Thinking podcast. They explore Bostrom's latest book, "Deep Utopia," and discuss the challenges of envisioning a truly desirable future. Discover how advanced AI could resha…
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Empathy for AIs: Reframing Alignment with Robopsychologist Yeshua God
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In this episode, Nathan explores the fascinating and controversial realm of AI consciousness with robo-psychologist Yeshua God. Through extended dialogues with AI models like Claude, Yeshua presents compelling evidence that challenges our assumptions about machine sentience and moral standing. Yeshua argues for a more nuanced approach to AI alignme…
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AI Live Players: the Geopolitics & Strategic Dynamics of AI, with Samo Burja of Bismarck Analysis
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In this episode of The Cognitive Revolution, Nathan interviews Samo Burja, founder of Bismarck Analysis, on the strategic dynamics of artificial intelligence through a geopolitical lens. They discuss AI's trajectory, the chip supply chain, US-China relations, and the challenges of AI safety and militarization. Samo Burja brings both geopolitical ex…
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Computational Life: How Self-Replicators Arise from Randomness, with Google’s Ettore Randazzo and Luca Versari
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Nathan explores the emergence of computational life with Google researchers Ettore Randazzo and Luca Versari. In this episode of The Cognitive Revolution, we delve into their groundbreaking paper on self-replicating programs arising from simple interactions. Join us for a fascinating discussion on the implications for AI development, the origins of…
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Scaling Forecasting: AI Forecasting Tournaments & the Road to Epistemic Security, with Deger Turan, CEO of Metaculus
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Nathan explores the cutting-edge world of AI-powered forecasting with Deger Turan, CEO of Metaculus. In this episode of The Cognitive Revolution, we discuss how AI is revolutionizing prediction markets, the potential for AI to outperform human forecasters, and Metaculus's ambitious new AI forecasting benchmark tournament. Join us for an insightful …
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Final Analysis on CA’s AI Bill SB 1047 with Nathan Calvin, Dean W. Ball, and Steve Newman
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Nathan Labenz discusses the latest developments in California's AI bill SB 1047 with experts Nathan Calvin, Dean W. Ball, and Steve Newman. In this episode of The Cognitive Revolution, we explore the updated version of the bill, its implications for frontier AI companies, and the debate surrounding its potential impact. Join us for an insightful an…
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AI Automation: Making AI Work for You
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Nathan presents a comprehensive AI automation framework developed over three years, applicable to process automation and generative AI integration. This episode of The Cognitive Revolution, offers critical insights for businesses looking to leverage AI effectively. Learn about choosing AI tasks, understanding work deeply, and optimizing AI performa…
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Popular Mechanistic Interpretability: Goodfire Lights the Way to AI Safety
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Nathan explores the cutting-edge field of mechanistic interpretability with Dan Balsam and Tom McGrath, co-founders of Goodfire. In this episode of The Cognitive Revolution, we delve into the science of understanding AI models' inner workings, recent breakthroughs, and the potential impact on AI safety and control. Join us for an insightful discuss…
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Understanding AI "Understanding" with Robert Wright of Nonzero Newsletter & Podcast
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In this special crossover episode of The Cognitive Revolution, Nathan Labenz joins Robert Wright of the Nonzero newsletter and podcast to explore pressing questions about AI development. They discuss the nature of understanding in large language models, multimodal AI systems, reasoning capabilities, and the potential for AI to accelerate scientific…
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AI Consciousness? Exploring the Possibility with Prof. Eric Schwitzgebel
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Join Nathan and Professor Eric Schwitzgebel as they delve into the fascinating world of AI consciousness. In this episode of The Cognitive Revolution, we explore popular theories of consciousness and their implications for AI systems. Discover insights on idealism, dualism, and materialism, and learn about the ethical considerations surrounding AI …
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Self-Driving Cars: Timothy B. Lee Answers All the Questions You Were Too Afraid to Ask
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Nathan explores the cutting-edge world of autonomous vehicles with industry expert Timothy B. Lee. In this episode of The Cognitive Revolution, we delve into the current state of self-driving technology, comparing industry leaders like Waymo and Tesla. Join us for an in-depth discussion on technical challenges, safety statistics, regulatory landsca…
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Underlord: Descript’s AI Video Editor, with CEO Andrew Mason
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Nathan interviews Andrew Mason, CEO of Descript, about their AI-powered video editing platform. Learn how Descript is transforming content creation with features like AI transcription, custom voice overdubbing, and eye contact models. Discover the future of video editing and how AI is making it accessible to everyone in this insightful episode of T…
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AI Avatars & the Future of Video, with HeyGen CEO Joshua Xu and Benchmark's Victor Lazarte
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Nathan explores the future of AI-generated video with Joshua Xu, founder of HeyGen, and Victor Lazarte from Benchmark. In this episode of The Cognitive Revolution, we discuss HeyGen's success in practical AI video creation, serving over 40,000 businesses. Learn about the transformative potential of AI in video production, from content translation t…
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Zooming Out on AI, from the Nick Halaris Show
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Nathan Labenz joins the Nick Halaris Show to discuss the current AI landscape, balancing enthusiasm with critical analysis. This episode of The Cognitive Revolution explores AI's transformative potential in medicine, law, and automation, while addressing concerns about safety, control, and geopolitical implications. Join us for an insightful conver…
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From Poetry to Programming: The Evolution of Prompt Engineering with Riley Goodside of Scale AI
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Nathan hosts Riley Goodside, the world's first staff prompt engineer at Scale AI, to discuss the evolution of prompt engineering. In this episode of The Cognitive Revolution, we explore how language models have progressed, making prompt engineering more like programming than poetry. Discover insights on enterprise AI applications, best practices fo…
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Long-Term Memory for LLMs, with HippoRAG author Bernal Jiménez Gutierrez
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Nathan interviews Bernal Jimenez Gutierrez, creator of HippoRAG, a novel approach to retrieval augmented generation inspired by the human hippocampus. In this episode of The Cognitive Revolution, we explore how HippoRAG improves on traditional RAG systems, its neuroanatomical inspiration, and its potential for handling complex queries requiring mul…
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Guaranteed Safe AI? World Models, Safety Specs, & Verifiers, with Nora Ammann & Ben Goldhaber
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Nathan explores the Guaranteed Safe AI Framework with co-authors Ben Goldhaber and Nora Ammann. In this episode of The Cognitive Revolution, we discuss their groundbreaking position paper on ensuring robust and reliable AI systems. Join us for an in-depth conversation about the three-part system governing AI behavior and its potential impact on the…
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