"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis - podcast cover

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

Erik Torenberg, Nathan Labenzwww.cognitiverevolution.ai
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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Episodes

AI Scouting Report: NOT Investment Advice Edition

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 needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to d...

Jun 01, 20241 hr 4 min

The AI Revolution in Biology: From Vaccines to Protein Engineering with Amelie Schreiber

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 research. Join us as we delve into an exciting conversation that may redefine our understanding of biology and medicine. Further links : Follow Amelie he...

May 25, 20242 hr 2 min

Claude Interpreter: Taking Safe AI to Market with Alex Albert of Anthropic

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. Whether you're an AI enthusiast or a tech-savvy developer, this podcast offers a thought-provoking discussion on the future of ethical AI. SPONSORS: Oracle...

May 22, 20241 hr 1 min

OpenAI's Safety Team Exodus: Ilya Departs, Leike Speaks Out, Altman Responds - Zvi Analyzes Fallout

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 superintelligence. Tune in for a thought-provoking analysis on the responsible path forward in AI development. SPONSORS: Oracle Cloud Infrastructure (OCI) is a si...

May 19, 202459 min

OpenAI and Google Race to "Her" - Is the Big Tech Singularity Near? Part 1 with Zvi Mowshowitz

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 shape today's AI industry, as we explore the future's uncertainties and the potential for change. Part 2 is coming soon. SPONSORS: Oracle Cloud Infra...

May 18, 20242 hr 5 min

The Open Source AI Question - Part 2 | Robert Wright & Nathan Labenz

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-powered VR, and be sure to check out part one on the non-zero feed. Checkout the Part 1 of the conversation here : https://www.youtube.com/watch?v=s8bgB...

May 15, 202448 min

Governing Frontier AI, with CA Senator Scott Wiener, Author of SB 1047

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 involvement, the need for independent third-party testing, and Senator Wiener's commitment to a measured approach to AI regulation. Join us for a thought-pro...

May 09, 202454 min

TinyGPU, Massive Learning, with Adam Majmudar

Discover h​ow 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 unfolding of GPU architecture and gain a deeper appreciation for the technology driving today's AI advancements. RECOMMENDED PODCAST: The AI Daily Br...

May 06, 20241 hr 51 min

Emergency Pod: Examining SB 1047, California's Proposed AI Legislation

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 the legislation. Share your thoughts and join the conversation around shaping a positive AI future. You can reach out and share your thoughts by using...

May 04, 20242 hr

Infinite AI Interns: How Young Professionals Can Win in an AI-Powered World

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 valuable advice on incorporating AI into your work and resources for beginning your journey into AI professionalism. RECOMMENDED PODCAST: The AI Daily Brief...

May 03, 20241 hr 6 min

The State of AI, from the 80,000 Hours Podcast

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 80,000 Hours podcast. Listen now for insights on AI's role in various sectors and the necessity for informed discourse. RECOMMENDED PODCAST: The AI Daily ...

May 01, 20242 hr 39 min

Organic Holodeck with Prophetic AI co-founders Eric Wollberg and Wesley Berry

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 the show, so it was really fun to discover that Ate-a-Pi had already done an interview with them right around the same time. -- Subscribe to Emergent B...

Apr 29, 20241 hr 28 min

Merging Man and Machine? The Neurotech Frontier with Dean W. Ball

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 considerations, and the societal impact of brain reading and writing. SPONSORS: The Brave search API can be used to assemble a data set to train your AI mo...

Apr 26, 20242 hr 9 min

Automating Circuit Board Design Using Reinforcement Learning w Sergiy Nesterenko, Founder of Quilter on Autopilot

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 boards enable in the future, their GTM and where they are seeing most market pull right now, and much more. Subscribe to Autopilot: Spotify: https://...

Apr 25, 202458 min

Robotics Research Update, with Keerthana Gopalakrishnan and Ted Xiao of Google DeepMind

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-purpose robotics. SPONSORS: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the...

Apr 22, 20241 hr 24 min

AI Inference: Good, Fast, and Cheap, with Lin Qiao & Dmytro Ivchenko of Fireworks AI

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 focus on reducing total cost of ownership, and their vision for a seamless developer experience. RECOMMENDED PODCAST: How Do You Use ChatGPT with Dan S...

Apr 20, 20241 hr 42 min

Reading Minds from Shared Latent Space

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 PODCAST: How Do You Use ChatGPT with Dan Shipper. Dan Shipper talks to programmers, writers, founders, academics, tech executives, and others to walk ...

Apr 17, 20241 hr 34 min

Interfacing with AI, with Linus Lee of Notion

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 deeply with AI and to steer its development in ways that enhance human creativity and agency. RECOMMENDED PODCAST: How Do You Use ChatGPT Dan Shipper ta...

Apr 15, 20241 hr 47 min

Data, data, everywhere - enough for AGI?

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 the feasibility of reaching the target of 100 trillion high-quality tokens. While the bull case suggests an abundance of data, the bear case highlights ...

Apr 13, 20241 hr 2 min

Inside China's AI Ecosystem: A View From Beijing

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 China. USEFUL RESOURCES: Testing Chinese models: Yi-34B-Chat (made by Kai-Fu Lee's team 01.AI) can be tried out via Replicate (https://replicate.com/0...

Apr 10, 20241 hr 36 min

The AI Email Assistant I've Been Waiting for, with Andrew Lee of Shortwave

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 Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the ba...

Apr 08, 20241 hr 26 min

Opening AI's Black Box with Prof. David Bau, Koyena Pal, and Eric Todd of Northeastern University

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 Function Vectors - complex patterns of activity spread across transformer layers that enable in-context learning. Professor Bau connects the dots between...

Apr 05, 20241 hr 19 min

Unbounded AI-Assisted Research with Elicit Founders Andreas Stuhlmüller and Jungwon Byun

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 stack, their transition from nonprofit to startup, and their dedication to creating trustworthy AI tools for high-stakes applications. Join us for an exp...

Apr 03, 20241 hr 24 min

Mamba-Palooza: 90 Days of Mamba-Inspired Research with Jason Meaux: Part 2

In this second part of a two episode series, Nathan and AI scout Jason Meaux provide a sweeping overview of the first 90 days of Mamba-inspired research. They discusstMamba's application to computer vision, experiments in extending effective context length, the potential problem of internal rotting states, and the use of hybrid SSMs in biology.Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api LINKS: Show Notes and Paper Links: https://docs.google.com/doc...

Mar 30, 20241 hr 21 min

Mamba-Palooza: 90 Days of Mamba-Inspired Research with Jason Meaux: Part 1

In this first part of a two episode series, Nathan and AI scout Jason Meaux provide a sweeping overview of the first 90 days of Mamba-inspired research. They discuss the mechanistic underpinnings of Mamba architecture, Mamba's context capabilities, multi-modal applications in image segmentation and computer vision tasks, and much more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api RECOMMENDED PODCAST: Autopilot explores the adoption and rollout of AI...

Mar 30, 20241 hr 17 min

Exploitable by Default: Vulnerabilities in GPT-4 APIs and “Superhuman” Go AIs with Adam Gleave of Far.ai

In this episode, Nathan sits down with Adam Gleave, founder of Far AI, for a masterclass on AI exploitability. They dissect Adam's findings on vulnerabilities in GPT-4's fine-tuning and Assistant PIs, Far AI's work exposing exploitable flaws in "superhuman" Go AIs through innovative adversarial strategies, accidental jailbreaking by naive developers during fine-tuning, and more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api RECOMMENDED PODCAST: Autop...

Mar 27, 20241 hr 44 min

Surveying 2,700+ AI Researchers on the Industry's Future with Katja Grace of AI Impacts

In this episode, Nathan sits down with Katja Grace, Cofounder and Lead Researcher at AI Impacts. They discuss the survey Katja and team conducted including over 2,700+ AI researchers, the methodology for the research, and the results’ implications for policymakers, the public, and the industry as a whole. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api LINKS: - Thousands of AI Authors on the Future of AI: https://aiimpacts.org/wp-content/uploads/2023/0...

Mar 21, 20241 hr 29 minSeason 1Ep. 115

Envisioning a Positive AI Future, with Tim Reutemann, Author of Liquid Reign

In this episode, Nathan sits down with Tim Reutemann, author of “Liquid Reign”. They discuss liquid democracy, reshaping political participation using AI and biometrics, and practical advances in technology and their impacts on identity verification, rehabilitation, and gaming. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api LINKS: Liquid Reign Book: https://www.amazon.ca/Liquid-Reign-Tim-Reutemann/dp/1981029176 Tim Reutemann's Medium: https://tim-reut...

Mar 16, 20241 hr 44 min

AI and the Practice of Law: from CaseText to CoCounsel, with Pablo Arredondo, VP of CoCounsel for Thomson Reuters

In this episode, Nathan sits down with Pablo Arredondo, VP of CoCounsel for Thomson Reuters. They discuss the evolution of legal research, how GPT-4 has changed legal practices, security and privacy in AI driven legal services, and more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api X/SOCIAL: @labenz (Nathan) @tweetatpablo (Pablo) @casetext LINKS: Casetext: https://casetext.com/ Cognitive Revolution (new feed): https://cognitiverevolution.ai/ SPONSOR...

Mar 14, 20241 hr 29 min

Flow Engineering and Code Integrity at Scale with Itamar Friedman, CEO of Codium AI

In this episode, Nathan sits down with Itamar Friedman, CEO of Codium AI, the company on the mission to create the code integrity paradigm. They discuss harnessing LLMs for code integrity, task decomposition, workflow engineering, and much more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api X/SOCIAL: @labenz (Nathan) @itamar_mar (Itamar) @CodiumAI (Sodium) LINKS: Codium: https://www.codium.ai/ Cognitive Revolution Feed: https://cognitiverevolution.ai...

Mar 12, 20241 hr 25 min
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