Biotechnology, synthetic biology and biological engineering for people who want to build a better future. Towards the bioeconomy and beyond!
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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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1
Popular Mechanistic Interpretability: Goodfire Lights the Way to AI Safety
1:55:33
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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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1
Understanding AI "Understanding" with Robert Wright of Nonzero Newsletter & Podcast
2:07:48
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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
1:44:48
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1:44:48
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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1
Self-Driving Cars: Timothy B. Lee Answers All the Questions You Were Too Afraid to Ask
1:52:41
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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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1
Underlord: Descript’s AI Video Editor, with CEO Andrew Mason
48:21
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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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1
AI Avatars & the Future of Video, with HeyGen CEO Joshua Xu and Benchmark's Victor Lazarte
1:04:58
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1:04:58
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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1
Zooming Out on AI, from the Nick Halaris Show
1:34:18
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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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1
From Poetry to Programming: The Evolution of Prompt Engineering with Riley Goodside of Scale AI
1:27:23
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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
1:24:22
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1:24:22
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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1
Guaranteed Safe AI? World Models, Safety Specs, & Verifiers, with Nora Ammann & Ben Goldhaber
1:46:15
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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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1
The ARC Prize: Efficiency, Intuition, and AGI, with Mike Knoop, co-founder of Zapier
1:58:32
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1:58:32
Nathan interviews Mike Knoop, co-founder of Zapier and co-creator of the ARC Prize, about the $1 million competition for more efficient AI architectures. They discuss the ARC AGI benchmark, its implications for general intelligence, and the potential impact on AI safety. Nathan reflects on the challenges of intuitive problem-solving in AI and consi…
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1
A Foundation Model for Food, with Chef Robotics CEO Rajat Bhageria
1:18:39
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1:18:39
Nathan explores the future of food production with Rajat Bhageria, founder and CEO of Chef Robotics. In this episode of The Cognitive Revolution, we delve into how AI and robotics are revolutionizing food assembly, potentially reshaping the entire food industry. Discover insights on imitation learning, data flywheel effects, and the vision of acces…
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1
Delving into The Prompt Report, with Sander Schulhoff of LearnPrompting.org
1:18:50
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Nathan welcomes back Sander Schulhoff, creator of LearnPrompting.org, to discuss the recently released Prompt Report. In this episode of The Cognitive Revolution, we explore the current state of prompting techniques for large language models, covering best practices, challenges, and emerging trends in AI. Join us for an in-depth conversation on the…
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1
Building an Intelligent Business OS, with Runway CEO Siqi Chen
1:15:10
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Nathan interviews Siqi Chen, CEO of Runway, about revolutionizing business finance through AI. In this episode of The Cognitive Revolution, we explore how Runway is creating an intelligent business operating system that generates financial scenarios and explains complex metrics. Siqi shares insights on AI's future impact on finance, business, and s…
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1
The State Space Model Revolution, with Albert Gu
1:44:44
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Nathan hosts Albert Gu, assistant professor at CMU and co-founder of Cartesia AI, to discuss the groundbreaking Mamba architecture. In this episode of The Cognitive Revolution, we explore the state space model revolution, diving into the technical details of Mamba and Mamba 2. Join us for an insightful conversation on the future of AI architectures…
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AI Safety Regulations: Prudent or Paranoid? with a16z's Martin Casado
1:51:10
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Dive into the profound discussion on AI expectations and the future with Martin Casado, General Partner at Andreessen Horowitz, as we unpack the complexity of AI systems and their potential impact on the world. Explore the differing viewpoints on AI's epistemics, possible regulatory standards, and the art of predicting AI advancements. Gain insight…
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1
Fluid Intelligence: Simulating Solutions with Tim Duignan
1:56:30
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Explore the fusion of AI and computational chemistry with University of Queensland's researcher, Tim Duignan. Learn about transforming our understanding of electrolytes, the art of simulating physical processes using neural networks, and the potential of AI in scientific breakthroughs. Discover Tim's journey creating AI models for complex system pr…
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1
The AI Doctor Can See You Now, with Vivek Natarajan and Khaled Saab from Google
1:39:35
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Dive into the future of medicine with Google researchers Khaled Saab and Vivek Natarajan, discussing the breakthroughs in AI for healthcare. Discover how AI doctors may soon provide high-quality medical advice, enhancing global access to healthcare. Learn about the innovative use of large language models in medical applications and the potential fo…
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1
The Case for Cautious AI Optimism, from the Consistently Candid podcast
1:47:40
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Dive into an accessible discussion on AI safety and philosophy, technical AI safety progress, and why catastrophic outcomes aren't inevitable. This conversation provides practical advice for AI newcomers and hope for a positive future. Consistently Candid Podcast : https://open.spotify.com/show/1EX89qABpb4pGYP1JLZ3BB SPONSORS: Oracle Cloud Infrastr…
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1
Building Brave: Private Search, One AI Layer at a Time with Josep M. Pujol
1:27:39
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In this episode of the Cognitive Revolution, join us as we dive into a compelling conversation with Josep M. Pujol, Chief of Search at Brave, about the complexities of developing a privacy-focused search engine. Explore how Brave maintains user data privacy while managing over 1 million searches per hour with an AI-powered system. Gain insights int…
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1
Investing in AI for Hard Tech, with Eric Vishria of Benchmark and Sergiy Nesterenko of Quilter
54:43
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54:43
Dive into the world of AI investments with Eric Vishria of Benchmark and Sergiy Nesterenko of Quilter. Explore the future of AI in hardware design, the strategies for venture capital investment in the AI era, and the impact on society. Discover why Benchmark has yet to invest in foundation model companies and the significance of solving enduring pr…
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1
Feeling the AGI with Flo Crivello
1:25:39
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1:25:39
In this episode of the Cognitive Revolution, Nathan engages in a critical dialogue with Flo Crivello on the trajectory of AI development. They touch upon the imminent arrival of AGI, the potential risks of a US-China AI arms race, and the complexities of AI safety and international cooperation. Explore their perspectives on regulation, technologica…
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1
Inside Google’s AI Studio with Logan Kilpatrick
1:12:36
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Join us for an engaging chat with Logan Kilpatrick where we discuss the latest AI developments and Google's strategy in pushing the boundaries of artificial intelligence. Learn about the competitive state of AI, the groundbreaking Gemini 1.5 Flash model, and get a glimpse into the future of AI fine-tuning. Gain insights on Google DeepMind's researc…
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1
The Implications of AI on the Global Balance of Power with Alex Wang, Andrew Ng, Jack Clark and Cory Booker
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Tune in to today's special episode airing a recent panel with the founders of Scale AI, Anthropic, and AI Fund who gathered in Washington DC to discuss China as an adversary. They argue that the papers out of Tsinghua University are just as impressive as those coming out of American universities. China is just as creative, but maybe even more motiv…
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1
AI Scouting Report: NOT Investment Advice Edition
1:04:24
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Tune in to this special episode of the Cognitive Revolution for AI scouting report. We cover the state of the art in AI applications for medicine, key AI concepts, and how these technologies could influence society. SPONSORS: Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI ne…
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1
The AI Revolution in Biology: From Vaccines to Protein Engineering with Amelie Schreiber
2:01:44
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In this groundbreaking episode of the Cognitive Revolution, we explore the intersection of AI and biology with expert Amelie Schreiber. Learn about the advances in drug design, protein network engineering, and the unfolding AI revolution in scientific discovery. Discover the implications for human health, longevity, and the future of biological res…
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1
Claude Interpreter: Taking Safe AI to Market with Alex Albert of Anthropic
1:00:57
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1:00:57
Tune in as we explore the remarkable traits of Anthropic's Claude AI with Developer Relations Lead Alex Albert. Delve into the ethical considerations, responsible development standards, and the exceptional capabilities that set Claude apart. Gather insights on the AI industry's race to the top and find out about Anthropic's upcoming releases. Wheth…
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1
OpenAI's Safety Team Exodus: Ilya Departs, Leike Speaks Out, Altman Responds - Zvi Analyzes Fallout
59:04
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59:04
Dive into the intricacies of AI ethics and safety concerns as we dissect the recent resignations of AI Safety Team from OpenAI. In this stimulating conversation, we unpack the challenges of aligning leadership vision with safety culture, explore legal implications of non-disparagement clauses, and discuss the future of AI alignment and superintelli…
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OpenAI and Google Race to "Her" - Is the Big Tech Singularity Near? Part 1 with Zvi Mowshowitz
2:04:42
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2:04:42
Dive into a critical analysis of AI's rapidly evolving realm with Zvi Mowshowitz. Discover our take on Google's I-O event highlights, OpenAI's spring event, the big tech and startup AI dynamics, and the significant shifts in OpenAI's safety team. Gain insights into the competitive landscape, technological advancements, and strategic challenges that…
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1
The Open Source AI Question - Part 2 | Robert Wright & Nathan Labenz
48:19
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Dive into an in-depth conversation with Nathan and Robert Wright as they discuss AI's transformative potential, mechanistic interpretability, and the sobering realities of AI alignment research. Learn about the defensive strategies and safety measures necessary for managing advanced AI risks in an open source world. Don't miss the insights on AI-po…
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1
IndiaBioscience with Dr. Karishma Kaushik | The Living Revolution
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IndiaBioscience is an organisation serving as the bridge between the ivory towers of academic research, clinicians, and the wider public, It serves to take the science funded by public money and give it back to the community, whether it is through outreach programmes, mentorship schemes or getting people in the same room for fruitful discussions. E…
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Governing Frontier AI, with CA Senator Scott Wiener, Author of SB 1047
53:54
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Dive into the world of frontier AI development with California State Senator Scott Wiener's intricate detailing of SB 1047 bill. This podcast explores the delicate balance between accelerating AI innovation and ensuring stringent safety protocols, including potential implications for advanced AI models. Learn about the debates on government involve…
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TinyGPU, Massive Learning, with Adam Majmudar
1:51:16
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Discover how Adam Majmudar embarked on an exceptional journey to create the TinyGPU from scratch, with no experience in GPU design. This insightful podcast follows Adam's process from learning to implementation, highlighting the progressive contributions of countless engineers and the accelerating role of AI in the learning journey. Experience the…
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Emergency Pod: Examining SB 1047, California's Proposed AI Legislation
1:59:57
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Dive into the nuanced debate over California's SB 1047 AI legislation with Nathan Calvin, Dean Ball, and Steve Newman. Our expert panel discussion explores the bill's intent, dispels misconceptions, and debates its potential impact on technology and regulation. Learn about AI's tail risks, the role of government, and hear suggestions for improving …
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1
Infinite AI Interns: How Young Professionals Can Win in an AI-Powered World
1:05:49
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1:05:49
Join us as we explore the future of work in the age of artificial intelligence. Nathan shares essential strategies for college students, especially in computer science, to succeed in a landscape dominated by AI tools. Discover the most important skills to develop, how to use AI for efficiency, and insights into AI-driven task automation. Get valuab…
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1
The State of AI, from the 80,000 Hours Podcast
2:38:44
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2:38:44
Dive into the accelerating world of artificial intelligence with our latest podcast episode. We discuss the latest AI advancements and the challenges leaders face in keeping up, potential societal backlashes, and regulatory concerns. Explore the possibilities and immerse yourself in a strategic AI scouting report from our conversation with the 80,0…
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1
Organic Holodeck with Prophetic AI co-founders Eric Wollberg and Wesley Berry
1:27:45
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1:27:45
In this episode from new podcast Emergent Behavior, host @Ate-a-Pi interviews the co-founders of Prophetic AI to learn how they're using AI to facilitate lucid dreaming. Prophetic had come up in the recent Cognitive Revolution conversation with Dean W. Ball about brain computer interfaces, and Nathan had them on the list of companies to invite on t…
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Merging Man and Machine? The Neurotech Frontier with Dean W. Ball
2:09:17
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2:09:17
In this podcast, we dive into the fascinating world of brain-computer interfaces with Dean W. Ball. We learn about the latest technologies, from non-invasive EEG and ultrasound stimulation to invasive Neuralink implants. We also discover the state-of-art tools, technical challenges, and the big questions around thought dimensionality, ethical consi…
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Automating Circuit Board Design Using Reinforcement Learning w Sergiy Nesterenko, Founder of Quilter on Autopilot
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57:54
In this episode from the Autopilot podcast, Sergiy Nesterenko, founder of Quilter (backed by Benchmark), discusses designing PCB circuitboards end-to-end using reinforcement learning. "Autopilot" host Will Summerlin and Nesterenko cover how current PCB boards are designed and how Quilter’s tech stack enables faster board design, what better circuit…
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1
Robotics Research Update, with Keerthana Gopalakrishnan and Ted Xiao of Google DeepMind
1:24:15
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Google DeepMind researchers Keerthana Gopalakrishnan and Ted Xiao discuss their latest breakthroughs in AI robotics. Including models that enable robots to understand novel objects, learn from human demonstrations, and operate under ethical constraints. The conversation covers six groundbreaking papers that showcase rapid progress towards general-p…
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1
AI Inference: Good, Fast, and Cheap, with Lin Qiao & Dmytro Ivchenko of Fireworks AI
1:42:06
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1:42:06
In this episode, we delve into the intricate world of AI inference with cofounders of Firework AI. Discover the strategies behind optimizing AI performance, the importance of balancing latency and throughput, and the nuances of different AI architectures from GPT-3 to Stable Diffusion. Learn about their partnership with Stability AI, their unique f…
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1
The Wastewater Treatment Nexus: Energy, Nutrients and Water with CEO of ThinkTIM Marc Wehmeijer | The Living Revolution
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Wastewater is a gold mine for energy, nutrients and water. Marc Wehmeijer dispels myths about breaking in to the wastewater industry, and takes us on a tour of the global wastewater treatment landscape from the deserts of Durango, Mexico to the Swiss Alps. Marc Wehmeijer is the CEO of ThinkTIM, a company that designs, manufactures, installs and ser…
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1
Reading Minds from Shared Latent Space
1:34:08
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1:34:08
In this episode, we explore the cutting-edge world of AI-powered brain imaging with the MindEye2 Project. Discover how researchers are reconstructing images from fMRI data, offering unprecedented insights into the human mind. We discuss the implications for neuroscience, clinical diagnosis, and the future of AI-assisted brain decoding. RECOMMENDED …
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Interfacing with AI, with Linus Lee of Notion
1:46:56
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In this episode, Linus Lee, AI product leader at Notion, joins us to discuss his groundbreaking projects and unique approach to exploring AI systems. He shares his toolkit and insights on language model capabilities, along with his vision for the future of AI, which is centered on amplifying human intelligence. Linus inspires listeners to engage de…
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1
Data, data, everywhere - enough for AGI?
1:01:40
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In this podcast, Nathan and Nick dive deep into the data requirements for achieving Artificial General Intelligence. They explore the current paradigms, the role of data in approximating intelligence, and the scaling trends for GPT models. The discussion covers various datasets, from email and Twitter to YouTube and genomic data, as they analyze th…
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1
Inside China's AI Ecosystem: A View From Beijing
1:36:23
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In this episode, we explore the Chinese AI ecosystem with 'L-squared,' an anonymous tech worker based in Beijing. We discuss major players, model quality, public engagement, regulation, and the US 'chip ban.' Discover the similarities and differences between US and Chinese AI landscapes, and gain a nuanced perspective on the current state of AI in …
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1
The AI Email Assistant I've Been Waiting for, with Andrew Lee of Shortwave
1:25:30
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1:25:30
In this episode, Nathan sits down with Andrew Lee, founder of Shortwave, an AI-powered email app that describes itself as “the smartest email app on planet earth.” They discuss Shortwave’s RAG stack, how the AI assistant works, the models Shortwave is using, and much more. This is truly a masterclass in RAG app development. Sponsors : Oracle Cloud …
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1
Cultivating algae | Peter Mponzi with The Living Revolution
54:36
54:36
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54:36
Algae is a high potential and high protein food. Learn how engineers and entrepreneurs like Peter Mponzi are using algae to cultivate the future of nutrition. Peter Mponzi is a chemical process engineer by training and current entrepreneur in algal production. He has eight plus years experience in the renewable fuel industry, and is currently focus…
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1
Opening AI's Black Box with Prof. David Bau, Koyena Pal, and Eric Todd of Northeastern University
1:19:18
1:19:18
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1:19:18
In this episode, we dive deep into the inner workings of large language models with Professor David Bau and grad students Koyena Pal and Eric Todd from Northeastern University. Koyena shares insights from her Future Lens paper, which shows that even mid-sized language models think multiple tokens ahead. Eric discusses the fascinating concept of Fun…
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1
Unbounded AI-Assisted Research with Elicit Founders Andreas Stuhlmüller and Jungwon Byun
1:23:39
1:23:39
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1:23:39
In this episode, Nathan sits down with Elicit co-founders Andreas Stuhlmüller and Jungwon Byun to discuss their mission to make AI-assisted research more accessible and reliable. Learn about their unique approach to task decomposition, which allows language models to accurately tackle complex research questions. We delve into the company's tech sta…
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