"The Cognitive Revolution"

"The Cognitive Revolution"

By Erik Torenberg, Nathan LabenzSociety & CultureBusinessEntrepreneurshipTechnology
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"The Cognitive Revolution" episodes

  • AI Live Players: the Geopolitics & Strategic Dynamics of AI, with Samo Burja of Bismarck Analysis

    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 expertise and technological sophistication to these critical topics, offering insights on balancing innovation, security, and international cooperation.

    Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/


    RECOMMENDED PODCAST:

    🎙️ This Won't Last - Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel. They unpack their hottest takes on the future of tech, business, venture, investing, and politics.

    Apple Podcasts: https://podcasts.apple.com/us/podcast/id1765665937

    Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz

    YouTube: https://www.youtube.com/@ThisWontLastpodcast


    RECOMMENDED PODCAST:

    Live Players with Samo Burja.

    The "Live Players" podcast is where Samo Burja and Erik Torenberg chart the key individuals shaping our future from first principles.

    Apple: https://podcasts.apple.com/us/podcast/live-players-with-samo-burja-and-erik-torenberg/id1718925188

    Spotify: https://open.spotify.com/show/5fbMTkHBnom1JIBWYNVBK1

    Youtube: https://www.youtube.com/channel/UCfeXnCXKrCPMvoPla0j7TYQ


    SPONSORS:

    Oracle: 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 do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

    Brave: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

    Omneky: Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

    Squad: Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.


    CHAPTERS:

    (00:00:00) About the Show

    (00:00:22) About the Episode

    (00:03:48) Introduction and AI Worldview

    (00:06:20) Progress in AI Science and Engineering

    (00:09:24) Theory of AI Progress

    (00:12:00) AI Scientists vs Software Engineers

    (00:16:32) US-China Competition in AI

    (00:21:12) AI Research and Academia

    (00:21:28) Sponsors: Oracle | Brave

    (00:28:30) Different Forms of AI Intelligence

    (00:30:38) Mixture of AI Architectures

    (00:33:10) Sponsors: Omneky | Squad

    (00:34:36) US Strategy for AI Development

    (00:41:57) US-China Chip Ban and Industrial Policy

    (00:50:22) US-China AI Conflict and Cooperation

    (01:06:19) AI Safety and Minimizing Self-Other Distinction

    (01:16:54) Alternative Approach to US-China AI Relations

    (01:23:36) Outro

    1 hr 24 min
  • Computational Life: How Self-Replicators Arise from Randomness, with Google’s Ettore Randazzo and Luca Versari

    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 life, and the potential future of artificial intelligence.

    Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj


    RECOMMENDED PODCAST:

    🎙️ This Won't Last - Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel. They unpack their hottest takes on the future of tech, business, venture, investing, and politics.

    Apple Podcasts: https://podcasts.apple.com/us/podcast/id1765665937

    Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz

    YouTube: https://www.youtube.com/@ThisWontLastpodcast


    SPONSORS:

    Building an enterprise-ready SaaS app? WorkOS has got you covered with easy-to-integrate APIs for SAML, SCIM, and more. Join top startups like Vercel, Perplexity, Jasper & Webflow in powering your app with WorkOS. Enjoy a free tier for up to 1M users! Start now at https://bit.ly/WorkOS-Turpentine-Network

    80,000 Hours offers free one-on-one career advising for Cognitive Revolution listeners aiming to tackle global challenges, especially in AI. They connect high-potential individuals with experts, opportunities, and personalized career plans to maximize positive impact. Apply for a free call at https://80000hours.org/cognitiverevolution to accelerate your career and contribute to solving pressing AI-related issues.

    The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

    Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

    Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.


    CHAPTERS:

    (00:00:00) About the Show

    (00:00:22) Sponsor: WorkOS

    (00:01:22) About the Episode

    (00:04:02) Introduction and Paper Overview

    (00:05:38) Self-Replication and Life

    (00:07:59) Complexity and Information Theory

    (00:17:09) Sponsors: 80,000 Hours | Brave

    (00:19:44) Experiment Setup

    (00:24:27) Evolution of Self-Replicators

    (00:34:41) Sponsors: Omneky | Squad

    (00:36:07) Types of Self-Replicators

    (00:38:23) Symbiosis and Parasitic Behaviors

    (00:46:17) Implications for Life in the Universe

    (01:05:47) Intelligence and Complexity in AI

    (01:21:03) Concluding Thoughts

    1 hr 30 min
  • Scaling Forecasting: AI Forecasting Tournaments & the Road to Epistemic Security, with Deger Turan, CEO of Metaculus

    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 conversation about the future of decision-making and collective intelligence.

    Participate in Metaculus' first of its kind bot forecasting tournament: https://www.metaculus.com/aib/

    Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj


    RECOMMENDED PODCAST:

    🎙️ This Won't Last - Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel. They unpack their hottest takes on the future of tech, business, venture, investing, and politics.

    Apple Podcasts: https://podcasts.apple.com/us/podcast/id1765665937

    Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz

    YouTube: https://www.youtube.com/@ThisWontLastpodcast


    SPONSORS:

    Building an enterprise-ready SaaS app? WorkOS has got you covered with easy-to-integrate APIs for SAML, SCIM, and more. Join top startups like Vercel, Perplexity, Jasper & Webflow in powering your app with WorkOS. Enjoy a free tier for up to 1M users! Start now at https://bit.ly/WorkOS-Turpentine-Network

    80,000 Hours offers free one-on-one career advising for Cognitive Revolution listeners aiming to tackle global challenges, especially in AI. They connect high-potential individuals with experts, opportunities, and personalized career plans to maximize positive impact. Apply for a free call at https://80000hours.org/cognitiverevolution to accelerate your career and contribute to solving pressing AI-related issues.

    The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

    Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

    Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.


    CHAPTERS:

    (00:00:00) About the Show

    (00:00:22) Sponsor: WorkOS

    (00:01:22) About the Episode

    (00:04:47) Introduction and Background

    (00:08:42) Deger's Journey to Forecasting

    (00:13:06) Current State of Forecasting

    (00:20:23) Sponsors: 80,000 Hours | Brave

    (00:22:55) Overview of Metaculous

    (00:23:30) AI Forecasting Research Papers

    (00:35:44) Sponsors: Omneky | Squad

    (00:37:31) AI Forecasting Benchmark Tournament

    (00:44:01) Improving Forecasting Accuracy

    (00:51:56) Scoring System and Tournament Rules

    (01:04:17) AI Forecasting Benchmark Series Details

    (01:11:03) Tournament Structure and Participation

    (01:17:07) Consistency in AI Forecasting

    (01:34:36) Risks and Challenges in Forecasting

    (01:42:43) Consensus Illusion and Policy Making

    (01:53:55) Outro

    1 hr 54 min
  • Final Analysis on CA’s AI Bill SB 1047 with Nathan Calvin, Dean W. Ball, and Steve Newman

    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 analysis of this crucial legislation and its role in shaping AI governance.

    Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj


    RECOMMENDED PODCAST:

    🎙️ This Won't Last - Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel. They unpack their hottest takes on the future of tech, business, venture, investing, and politics.

    Apple Podcasts: https://podcasts.apple.com/us/podcast/id1765665937

    Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz

    YouTube: https://www.youtube.com/@ThisWontLastpodcast


    SPONSORS:

    Building an enterprise-ready SaaS app? WorkOS has got you covered with easy-to-integrate APIs for SAML, SCIM, and more. Join top startups like Vercel, Perplexity, Jasper & Webflow in powering your app with WorkOS. Enjoy a free tier for up to 1M users! Start now at https://bit.ly/WorkOS-Turpentine-Network

    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 do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

    The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

    Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

    Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.


    CHAPTERS:

    (00:00:00) About the Show

    (00:00:22) Sponsor: WorkOS

    (00:01:22) About the Episode

    (00:07:03) Introduction and Recap of SB 1047

    (00:13:40) Key Changes and Current Status of SB 1047

    (00:19:51) Sponsors: Oracle | Brave

    (00:21:55) Dean's Perspective on SB 1047

    (00:33:30) Sponsors: Omneky | Squad

    (00:35:16) Steve's AI Sensemaking Project

    (00:39:03) Differing Views on AI Regulation Necessity

    (00:46:34) Nathan's Case for SB 1047

    (00:55:07) Dean's Response and Liability Concerns

    (01:10:48) Potential Scenarios and Impacts of SB 1047

    (01:29:29) Final Thoughts and Predictions on SB 1047

    (01:38:16) Closing Remarks on AI Policy Challenges

    (01:39:51) Outro

    1 hr 40 min
  • AI Automation: Making AI Work for You

    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 performance in the wake of GPT-4 fine-tuning launch.

    Slide Deck

    Waymark's case study on GPT-3 fine-tuning

    Apply to join over 400 founders and execs in the Turpentine Network


    RECOMMENDED PODCAST:

    1 to 100 | Hypergrowth Companies Worth Joining

    Every week we sit down with the founder of a hyper-growth company you should consider joining. Our goal is to give you the inside story behind breakout, early stage companies potentially worth betting your career on. This season, discover how the founders of Modal Labs, Clay, Mercor, and more built their products, cultures, and companies.

    Apple: https://podcasts.apple.com/podcast/id1762756034

    Spotify:https://open.spotify.com/show/70NOWtWDY995C8qDqojxGw


    History 102

    Every week, creator of WhatifAltHist Rudyard Lynch and Erik Torenberg cover a major topic in history in depth -- in under an hour.

    Spotify: https://open.spotify.com/show/36Kqo3BMMUBGTDo1IEYihm

    Apple: https://podcasts.apple.com/us/podcast/history-102-with-whatifalthists-rudyard-lynch-and/id1730633913

    YouTube: https://www.youtube.com/@History102-qg5oj


    SPONSORS:

    Building an enterprise-ready SaaS app? WorkOS has got you covered with easy-to-integrate APIs for SAML, SCIM, and more. Join top startups like Vercel, Perplexity, Jasper & Webflow in powering your app with WorkOS. Enjoy a free tier for up to 1M users! Start now at https://bit.ly/WorkOS-Turpentine-Network

    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 do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

    The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

    Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

    80,000 Hours offers free one-on-one career advising for Cognitive Revolution listeners aiming to tackle global challenges, especially in AI. They connect high-potential individuals with experts, opportunities, and personalized career plans to maximize positive impact. Apply for a free call at https://80000hours.org/speak to accelerate your career and contribute to solving pressing AI-related issues.


    CHAPTERS:

    (00:00:00) About the Show

    (00:00:22) Sponsor: WorkOS

    (00:01:22) About the Episode

    (00:04:20) Introduction to AI Automation

    (00:13:43) Current AI Capabilities

    (00:17:24) Sponsors: Oracle | Brave

    (00:19:28) 3 Ways to work with AI

    (00:25:10) Choosing Work for AI to Do

    (00:31:18) Sponsors: Omneky | 80000 hours

    (00:33:20) What AI Can Do vs. Can't Do

    (00:47:11) Understanding the Work

    (00:52:58) Documenting the Work

    (01:00:50) Optimising AI Performance

    (01:02:14) Prompt Engineering Gold Standards

    (01:07:05) Optimising Information: Retrieval Augmented Generation

    (01:09:29) Optimising AI Behaviour: Fine-tuning AI Models

    (01:50:38) Outro

    1 hr 52 min
  • Popular Mechanistic Interpretability: Goodfire Lights the Way to AI Safety

    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 discussion on sparse autoencoders, polysemanticity, and the future of interpretable AI.

    Papers

    • Very accessible article on types of representations: Local vs Distributed Coding
    • Theoretical understanding of how models might pack concepts into their representations: Toy Models of Superposition
    • How structure in the world gives rise to structure in the latent space: The Geometry of Categorical and Hierarchical Concepts in Large Language Models
    • Using sparse autoencoders to pull apart language model representations: Sparse Autoencoders / Towards Monosemanticity / Scaling Monosemanticity
    • Finding & teaching concepts in superhuman systems: Acquisition of Chess Knowledge in AlphaZero / Bridging the Human-AI Knowledge Gap: Concept Discovery and Transfer in AlphaZero
    • Connecting microscopic learning to macroscopic phenomena: The Quantization Model of Neural Scaling
    • Understanding at scale: Language models can explain neurons in language models

    • Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj

      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 do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

      The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

      Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

      Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.


      CHAPTERS:

      (00:00:00) About the Show

      (00:00:22) About the Episode

      (00:03:52) Introduction and Background

      (00:08:43) State of Interpretability Research

      (00:12:06) Key Insights in Interpretability

      (00:16:53) Polysemanticity and Model Compression (Part 1)

      (00:17:00) Sponsors: Oracle | Brave

      (00:19:04) Polysemanticity and Model Compression (Part 2)

      (00:22:50) Sparse Autoencoders Explained

      (00:27:19) Challenges in Interpretability Research (Part 1)

      (00:30:54) Sponsors: Omneky | Squad

      (00:32:41) Challenges in Interpretability Research (Part 2)

      (00:33:51) Goodfire's Vision and Mission

      (00:37:08) Interpretability and Scientific Models

      (00:43:48) Architecture and Interpretability Techniques

      (00:50:08) Quantization and Model Representation

      (00:54:07) Future of Interpretability Research

      (01:01:38) Skepticism and Challenges in Interpretability

      (01:07:51) Alternative Architectures and Universality

      (01:13:39) Goodfire's Business Model and Funding

      (01:18:47) Building the Team and Future Plans

      (01:31:03) Hiring and Getting Involved in Interpretability

      (01:51:28) Closing Remarks

      (01:51:38) Outro

      1 hr 52 min
    • Understanding AI "Understanding" with Robert Wright of Nonzero Newsletter & Podcast

      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 discovery. The conversation also covers AI interpretability, ethics, open-sourcing models, and the implications of US-China relations on AI development.

      Subscribe to The Nonzero Newsletter at https://nonzero.substack.com and Podcast at https://www.youtube.com/@Nonzero/videos

      Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj


      RECOMMENDED PODCAST:

      History 102

      Every week, creator of WhatifAltHist Rudyard Lynch and Erik Torenberg cover a major topic in history in depth -- in under an hour. This season will cover classical Greece, early America, the Vikings, medieval Islam, ancient China, the fall of the Roman Empire, and more.Subscribe on

      Spotify: https://open.spotify.com/show/36Kqo3BMMUBGTDo1IEYihm

      Apple: https://podcasts.apple.com/us/podcast/history-102-with-whatifalthists-rudyard-lynch-and/id1730633913

      YouTube: https://www.youtube.com/@History102-qg5oj


      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 do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

      The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

      Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

      Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.


      CHAPTERS:

      (00:00:00) About the Show

      (00:00:22) About the Episode

      (00:03:39) Introduction and Background

      (00:06:58) AI Capabilities and Understanding

      (00:12:22) Discussing Martin Casado's Views (Part 1)

      (00:14:44) Sponsors: Oracle | Brave

      (00:16:48) Discussing Martin Casado's Views (Part 2)

      (00:21:51) Multimodal AI and Concept Representation (Part 1)

      (00:31:40) Sponsors: Omneky | Squad

      (00:33:26) Multimodal AI and Concept Representation (Part 2)

      (00:38:05) AI's Potential and Limitations

      (00:45:35) AI Safety and Risk Assessment

      (00:53:31) AI Development and Global Implications

      (01:03:30) Open Source AI and International Relations

      (01:11:27) AI Ethics and Human Values

      (01:22:06) AI Risk and Existential Threats

      (01:31:21) Open Source AI Concerns

      (01:38:20) China-US AI Relations

      (01:48:36) State Space Models in AI

      (02:02:32) Conclusion and Recommendations

      (02:03:54) Outro

      ---

      SOCIAL LINKS:

      Website : https://www.cognitiverevolution.ai

      Twitter (Podcast) : https://x.com/cogrev_podcast

      Twitter (Nathan) : https://x.com/labenz

      2 hr 4 min
    • AI Consciousness? Exploring the Possibility with Prof. Eric Schwitzgebel

      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 consciousness. Don't miss this thought-provoking discussion on one of the most pressing philosophical questions of our time.

      Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj


      RECOMMENDED PODCAST:

      Second Opinion

      A new podcast for health-tech insiders from Christina Farr of the Second Opinion newsletter. Join Christina Farr, Luba Greenwood, and Ash Zenooz every week as they challenge industry experts with tough questions about the best bets in health-tech.

      Apple Podcasts: https://podcasts.apple.com/us/podcast/id1759267211

      Spotify: https://open.spotify.com/show/0A8NwQE976s32zdBbZw6bv

      -

      🎙️ History 102 with WhatifAltHist

      Every week, creator of WhatifAltHist Rudyard Lynch and Erik Torenberg cover a major topic in history in depth -- in under an hour. This season will cover classical Greece, early America, the Vikings, medieval Islam, ancient China, the fall of the Roman Empire, and more.

      Subscribe on Spotify: https://open.spotify.com/show/36Kqo3BMMUBGTDo1IEYihm

      Apple: https://podcasts.apple.com/us/podcast/history-102-with-whatifalthists-rudyard-lynch-and/id1730633913

      YouTube: https://www.youtube.com/@History102-qg5oj



      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 do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

      The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

      Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

      Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.


      CHAPTERS:

      (00:00:00) About the Show

      (00:04:03) Introduction and Defining Consciousness

      (00:14:28) Consciousness Gradients (Part 1)

      (00:16:23) Sponsors: Oracle | Brave

      (00:18:27) Semantic Content of Experience

      (00:26:07) Theories of Consciousness: Idealism

      (00:30:34) Practical Implications of AI Consciousness

      (00:32:26) Sponsors: Omneky | Squad

      (00:34:12) Theories of Consciousness: Substance Dualism

      (00:41:05) Mechanistic Interpretability in AI

      (00:50:40) Theories of Consciousness: Materialism

      (01:11:49) Precautionary Approaches to AI Ethics

      (01:30:05) Balancing Progress and Ethics in AI

      (01:36:19) Ethical Treatment of Potentially Conscious AI

      (01:40:54) Outro


      ---

      SOCIAL LINKS:

      Website : https://www.cognitiverevolution.ai

      Twitter (Podcast) : https://x.com/cogrev_podcast

      Twitter (Nathan) : https://x.co...

      1 hr 41 min
    • Self-Driving Cars: Timothy B. Lee Answers All the Questions You Were Too Afraid to Ask

      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 landscapes, and the potential future of transportation.

      Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj


      RECOMMENDED PODCAST:

      Second Opinion

      A new podcast for health-tech insiders from Christina Farr of the Second Opinion newsletter. Join Christina Farr, Luba Greenwood, and Ash Zenooz every week as they challenge industry experts with tough questions about the best bets in health-tech.

      Apple Podcasts: https://podcasts.apple.com/us/podcast/id1759267211

      Spotify: https://open.spotify.com/show/0A8NwQE976s32zdBbZw6bv

      -

      🎙️ History 102 with WhatifAltHist

      Every week, creator of WhatifAltHist Rudyard Lynch and Erik Torenberg cover a major topic in history in depth -- in under an hour. This season will cover classical Greece, early America, the Vikings, medieval Islam, ancient China, the fall of the Roman Empire, and more.

      Subscribe on Spotify: https://open.spotify.com/show/36Kqo3BMMUBGTDo1IEYihm

      Apple: https://podcasts.apple.com/us/podcast/history-102-with-whatifalthists-rudyard-lynch-and/id1730633913

      YouTube: https://www.youtube.com/@History102-qg5oj


      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 do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

      The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

      Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

      Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.


      CHAPTERS:

      (00:00:00) About the Show

      (00:00:22) About the Episode

      (00:03:01) Introduction and Guest Welcome

      (00:03:48) SAE Levels of Self-Driving

      (00:04:56) Driver Assistance vs. Fully Driverless

      (00:07:02) Tesla and Waymo Experiences

      (00:09:41) Liability and Driver Monitoring

      (00:11:19) Waymo's Robo-Taxi Experience

      (00:14:00) Tesla vs. Waymo Strategies

      (00:15:15) Challenges in Self-Driving Technology

      (00:17:38) Edge Cases and Safety Concerns (Part 1)

      (00:18:09) Sponsors: Oracle | Brave

      (00:20:13) Edge Cases and Safety Concerns (Part 2)

      (00:23:53) Data Acquisition and Learning Strategies

      (00:26:43) Technology Stack and Planning

      (00:31:03) Sponsors: Omneky | Squad

      (00:32:50) Neural Networks and Perception

      (00:39:30) Hardware and Sensor Approaches

      (00:45:46) Camera vs. LiDAR Debate

      (00:48:20) Data Quality and Business Models

      (00:52:24) Transparency and Regulation

      (01:07:36) Other Notable Players

      (01:10:56) Safety Statistics and Adoption

      (01:20:31) Regulatory Environment

      (01:30:09) Potential Policy Changes

      (01:33:41) Market and Ownership Models

      (01:36:37) Future of Self-Driving Services

      (01:42:17) Comparisons to Language Models

      (01:44:55) Future of AGI and AI Applications

      (01:47:59) Regional Adoption Predictions

      (01:49:47) Outro

      1 hr 50 min
    • Underlord: Descript’s AI Video Editor, with CEO Andrew Mason

      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 The Cognitive Revolution.

      Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj


      Looking for podcast production?

      Our production team, led by Adi and Sai from AI Podcasting (https://aipodcast.ing), is now open to taking on additional clients for podcast production and AI-driven workflows; if you need help with your podcast, you can contact them directly through their website (https://aipodcast.ing/contact/) or reach out to me for more information. 


      RECOMMENDED PODCAST:

      Second Opinion

      A new podcast for health-tech insiders from Christina Farr of the Second Opinion newsletter. Join Christina Farr, Luba Greenwood, and Ash Zenooz every week as they challenge industry experts with tough questions about the best bets in health-tech.

      Apple Podcasts: https://podcasts.apple.com/us/podcast/id1759267211

      Spotify: https://open.spotify.com/show/0A8NwQE976s32zdBbZw6bv

      -

      🎙️ History 102 with WhatifAltHist

      Every week, creator of WhatifAltHist Rudyard Lynch and Erik Torenberg cover a major topic in history in depth -- in under an hour. This season will cover classical Greece, early America, the Vikings, medieval Islam, ancient China, the fall of the Roman Empire, and more.

      Subscribe on Spotify: https://open.spotify.com/show/36Kqo3BMMUBGTDo1IEYihm

      Apple: https://podcasts.apple.com/us/podcast/history-102-with-whatifalthists-rudyard-lynch-and/id1730633913

      YouTube: https://www.youtube.com/@History102-qg5oj


      SPONSORS:

      Building an enterprise-ready SaaS app? WorkOS has got you covered with easy-to-integrate APIs for SAML, SCIM, and more. Join top startups like Vercel, Perplexity, Jasper & Webflow in powering your app with WorkOS. Enjoy a free tier for up to 1M users! Start now at https://bit.ly/WorkOS-TCR

      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 do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

      The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

      Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

      Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.


      CHAPTERS:

      (00:00:00) About the Show

      (00:00:22) Sponsor: WorkOS

      (00:05:18) Creating Descript

      (00:06:53) Favorite Features

      (00:10:41) Descript Workflow

      (00:14:10) Product Strategy (Part 1)

      (00:16:45) Sponsors: Oracle | Brave

      (00:31:12) User Fine-Tuning (Part 1)

      (00:32:24) Sponsors: Omneky | Squad

      (00:34:10) User Fine-Tuning (Part 2)

      (00:34:54) Content Creators

      (00:42:20) Small Businesses and AI

      (00:43:42) Hiring AI Engineers

      (00:46:25) Outro


      47 min

    About "The Cognitive Revolution"

    From the publisher's feed

    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.

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