Podcasts about omneky

Join Hikari Senju, CEO of Omneky, as he discusses the evolution of advertising from ancient Roman signs to today's AI-driven personalized content generation. Senju explains how Omneky is revolutionizing the advertising industry by using AI to generate and optimize creative content at scale, while also addressing key challenges around copyright, enterprise adoption, and liability in the emerging AI advertising landscape. Looking toward the future of advertising, Senju emphasizes that while AI is creating abundance in content generation, human attention remains the scarcest and most valuable commodity in the modern marketing landscape.

AI-driven marketing is changing fast, and businesses that figure out how to use it effectively gain a real edge. The challenge isn't just adopting AI tools—it's knowing how to integrate them in ways that actually improve customer engagement, personalization, and efficiency. Many struggle because they either overcomplicate things or rely too much on automation without keeping a human touch. The key is using AI to enhance strategy, not replace it, so that marketing feels smarter, more targeted, and still genuinely connected to the audience. Hikari Senju is the founder and CEO of Omneky, a cutting-edge platform that leverages generative AI to create personalized advertising content across digital channels. With a background in computer science and a deep focus on AI, Hikari has been at the forefront of this technology. Today, Hikari shares insights into the evolving landscape of AI-powered marketing. He discussed Omneky's end-to-end workflow solution, which helps businesses streamline the creative process, from ideation to execution, while driving measurable results. Stay tuned! Resources Omneky: Scale Sales with Data Driven Creative Follow Hikari Senju on Facebook Connect with Hikari Senju on LinkedIn

I continue my conversation with Hikari Senju, Founder and CEO of Omneky, an AI platform that generates, analyzes, and optimizes personalized ad creatives at scale.In this part of the conversation, Hikari talks about:The need to focus on his customers - the advertisers' needsAdapting to new technologies and standards such as cookieless futureThe inspiration to start his current company OmnekyBuilding and nurturing a high-performing teamHis advice for aspiring software professionalsHikari Senju is a computer science graduate from Harvard University with a passion for technology and design.He founded his first startup, QuickHelp, an on-demand tutoring app, which he later sold to Yup.com and became their Head of Growth.During his time at Yup.com, Senju observed inefficiencies in content spending and the potential of AI in advertising, which inspired him to establish Omneky in 2018.Senju's background in computer science, entrepreneurship, and his experience with AI technologies led him to create Omneky, an AI platform that generates, analyzes, and optimizes personalized ad creatives at scale.https://www.linkedin.com/in/hikari-senju-63780199/

I am in conversation with Hikari Senju, Founder and CEO of Omneky, an AI platform that generates, analyzes, and optimizes personalized ad creatives at scale.In this part of the conversation, Hikari talks aboutHis background and how the influence of one of his uncles got him interested in computersHis serial entrepreneurship arc, with two successful startups and in his third ventureHis learnings from this experience on the importance of leadership, value brought by incubators, working on two sided markets, aspects related to personalization and privacyHikari Senju is a computer science graduate from Harvard University with a passion for technology and design.He founded his first startup, QuickHelp, an on-demand tutoring app, which he later sold to Yup.com and became their Head of Growth.During his time at Yup.com, Senju observed inefficiencies in content spending and the potential of AI in advertising, which inspired him to establish Omneky in 2018.Senju's background in computer science, entrepreneurship, and his experience with AI technologies led him to create Omneky, an AI platform that generates, analyzes, and optimizes personalized ad creatives at scale.https://www.linkedin.com/in/hikari-senju-63780199/

The idea of targeted marketing is nothing new. Even before the advent of computers and data science, businesses have always tried to optimise their advertising campaigns by tailoring their advertisements to their ideal buyers.Data science allowed businesses to become more effective at this targeting. However, it was still necessary for businesses to manually create the advertising content they wanted to share with their target buyers. That is, until recently.In this episode, Hikari Senju joins Dr Genevieve Hayes to discuss how advances in AI technology have made it possible to generate personalised advertising content, optimised to produce the best results, and what that means for content creators.Guest BioHikari Senju is the founder and CEO of Omneky, an AI platform that generates, analyzes and optimizes personalised advertising content at scale. He is a Harvard computer science graduate and also co-founded tutoring app Quickhelp, which he later sold to Yup.com.Highlights(02:06) How OmneKey works(03:29) Personalisation in advertising(06:35) The role of human input in AI-generated content(10:45) Impact of AI on the advertising industry(15:09) Hikari Senju's journey and insights(19:53) Technical deep dive into OmneKey(25:54) The competitive landscape of AI(32:10) The future of content and AI(40:26) Conclusion and final thoughtsLinksOmnekey websiteConnect with Hikari on LinkedInFollow Hikari on XConnect with Genevieve on LinkedInBe among the first to hear about the release of each new podcast episode by signing up HERE

Genevieve Hayes Consulting Episode 49: AI-Generated Advertising and the Future of Content Creation The idea of targeted marketing is nothing new. Even before the advent of computers and data science, businesses have always tried to optimise their advertising campaigns by tailoring their advertisements to their ideal buyers.Data science allowed businesses to become more effective at this targeting. However, it was still necessary for businesses to manually create the advertising content they wanted to share with their target buyers. That is, until recently.In this episode, Hikari Senju joins Dr Genevieve Hayes to discuss how advances in AI technology have made it possible to generate personalised advertising content, optimised to produce the best results, and what that means for content creators. Guest Bio Hikari Senju is the founder and CEO of Omneky, an AI platform that generates, analyzes and optimizes personalised advertising content at scale. He is a Harvard computer science graduate and also co-founded tutoring app Quickhelp, which he later sold to Yup.com. Highlights (02:06) How OmneKey works(03:29) Personalisation in advertising(06:35) The role of human input in AI-generated content(10:45) Impact of AI on the advertising industry(15:09) Hikari Senju’s journey and insights(19:53) Technical deep dive into OmneKey(25:54) The competitive landscape of AI(32:10) The future of content and AI(40:26) Conclusion and final thoughts Links Omnekey websiteConnect with Hikari on LinkedInFollow Hikari on X Connect with Genevieve on LinkedInBe among the first to hear about the release of each new podcast episode by signing up HERE The post Episode 49: AI-Generated Advertising and the Future of Content Creation first appeared on Genevieve Hayes Consulting and is written by Dr Genevieve Hayes.

Hikari Senju is a computer science graduate from Harvard University with a passion for technology and design. He founded his first startup, QuickHelp, an on-demand tutoring app, which he later sold to Yup.com and became their Head of Growth. During his time at Yup.com, Senju observed inefficiencies in content spending and the potential of AI in advertising, which inspired him to establish Omneky in 2018. Senju's background in computer science, entrepreneurship, and his experience with AI technologies led him to create Omneky, an AI platform that generates, analyzes, and optimizes personalized ad creatives at scale. What you will learn Discover how to leverage AI for generating and optimizing personalized ad creatives efficiently at scale. Learn to identify inefficiencies in advertising spending and utilize AI to address these challenges effectively. Understand the influence of Hikari's background in technology and art on his entrepreneurial journey and innovative solutions. Explore the strategies for building and leading a high-performance team with a focus on accountability and effective management. Gain insight into how AI can enhance human creativity, fostering a symbiotic relationship between technology and artistic expression.

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 work, including a predicted link between GABA and melanoma, and explores broader topics in AI for biology. From multi-scale intelligence in biological systems to the future of human enhancement and digital life, this thought-provoking episode reminds us of the rapidly approaching future and the work needed to prepare for it. Links to the papers discussed in the episode: 1) Universal Multilayer Network Embedding Reveals a Causal Link Between GABA Neurotransmitter and Cancer 2) https://www.nature.com/articles/s42003-024-06037-4.pdf Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ SPONSORS: Notion: Notion offers powerful workflow and automation templates, perfect for streamlining processes and laying the groundwork for AI-driven automation. With Notion AI, you can search across thousands of documents from various platforms, generating highly relevant analysis and content tailored just for you - try it for free at https://notion.com/cognitiverevolution 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/ 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 CHAPTERS: (00:00:00) Teaser (00:00:52) About the Show (00:01:15) About the Episode (00:04:45) Intro (00:06:32) Multi-Layer Networks (00:10:41) Network Embedding (Part 1) (00:16:50) Sponsors: Notion (00:18:30) Network Embedding (Part 2) (00:18:30) GABA and Cancer (00:24:08) AI for Biology (00:29:59) Emergent Cognition (Part 1) (00:33:57) Sponsors: Omneky | Oracle (00:35:18) Emergent Cognition (Part 2) (00:36:42) Data Limitations (00:42:48) Modeling Wellness (00:52:16) Multi-Scale Intelligence (01:02:54) Digital Life (01:07:11) Diverse Intelligence (01:13:02) Outro SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://www.linkedin.com/in/nathanlabenz/ Youtube: https://www.youtube.com/@CognitiveRevolutionPodcast Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk

Omnichannel Creative Orchestration and Ad Creation Omneky utilizes state-of-the-art deep learning to personalize creative content across all customer touchpoints. Our machine learning algorithms analyze what designs and messaging are resonating with prospective customers and use these insights to generate content most likely to drive sales Connect with Hikari

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 democratization of video creation, join us for an illuminating discussion on the future of AI-generated content and its potential to reshape entertainment and culture. Check out Runway here: https://runwayml.com Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ SPONSORS: Notion: Notion offers powerful workflow and automation templates, perfect for streamlining processes and laying the groundwork for AI-driven automation. With Notion AI, you can search across thousands of documents from various platforms, generating highly relevant analysis and content tailored just for you - try it for free at https://notion.com/cognitiverevolution Weights & Biases RAG++: Advanced training for building production-ready RAG applications. Learn from experts to overcome LLM challenges, evaluate systematically, and integrate advanced features. Includes free Cohere credits. Visit https://wandb.me/cr to start the RAG++ course today. 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/ 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 RECOMMENDED PODCAST: This Won't Last - Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel ft their hottest takes on the future of tech, business, and venture capital. Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz CHAPTERS: (00:00:00) About the Show (00:00:22) About the Episode (00:03:05) Introduction and AI for Creative Work (00:03:39) Video Generation as World Modeling (00:05:52) Emergent Properties in Scaled Models (00:08:44) Importance of Architecture vs Data (00:10:57) Multimodal Models (00:15:52) Sponsors: Notion | Weights & Biases RAG++ (00:18:37) Video Understanding and AGI (00:25:03) AI Agents for Video Creation (00:27:30) Runway's culture of shipping (00:29:20) Balancing Research Publication and Strategy (00:33:19) Sponsors: Omneky | Oracle (00:34:40) Features Variety Release Cycle (00:36:54) Power Users (00:38:56) Interactive Video (00:40:40) Scaling Challenges (00:42:21) Future of Creativity (00:45:24) Competing with Giants (00:47:39) Model Divergence (00:49:28) Disclosure vs. Strategy (00:51:19) Runway ML's API (00:54:23) Outro SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://www.linkedin.com/in/nathanlabenz/

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 us for a deep dive into biologically-inspired approaches that offer hope for solving critical AI safety challenges. Self-Modeling: https://arxiv.org/abs/2407.10188 Self-Other Distinction Minimization: https://www.alignmentforum.org/posts/hzt9gHpNwA2oHtwKX/self-other-overlap-a-neglected-approach-to-ai-alignment Neglected approaches blog post: https://www.lesswrong.com/posts/qAdDzcBuDBLexb4fC/the-neglected-approaches-approach-ae-studio-s-alignment Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ SPONSORS: WorkOS: 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 Weights & Biases Weave: Weights & Biases Weave is a lightweight AI developer toolkit designed to simplify your LLM app development. With Weave, you can trace and debug input, metadata and output with just 2 lines of code. Make real progress on your LLM development and visit the following link to get started with Weave today: https://wandb.me/cr 80,000 Hours: 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. 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/ RECOMMENDED PODCAST: This Won't Last - Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel ft their hottest takes on the future of tech, business, and venture capital. Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz CHAPTERS: (00:00:00) About the Show (00:00:22) Sponsors: WorkOS (00:01:22) About the Episode (00:05:18) Introduction and AE Studio Background (00:11:37) Keys to Success in Building AE Studio (00:16:57) Sponsors: Weights & Biases Weave | 80,000 Hours (00:19:37) Universal Launcher and Productivity Gains (00:24:44) 100x Productivity Increase Explanation (00:31:46) Brain-Computer Interface and AI Alignment (00:38:05) Sponsors: Omneky (00:38:30) Current State of NeuroTech (00:44:00) Survey on Neglected Approaches in AI Alignment (00:50:41) Self-Modeling and Biological Inspiration (00:57:48) Technical Details of Self-Modeling (01:06:17) Self-Other Distinction Minimization (01:12:44) Implementation in Language Models (01:19:00) Compute Costs and Scaling Considerations (01:24:27) Consciousness Concerns and Future Work (01:40:24) Evaluating Neglected Approaches (01:55:56) Closing Thoughts and Policy Considerations (01:59:25) Outro

In this episode, Sasha Orloff welcomes Jane Lee and Aditya Reddy of Sapphire Ventures to unpack their paper, “Rise of the Next Gen CFO,” which features a market map of CFO tools and identifies key trends and predictions. Jane and Aditya discuss how finance roles are transforming, the convergence of finance and data science, the influence of AI, and emerging investment strategies in this fast-paced sector. Nothing presented within this podcast is intended to constitute investment advice, and under no circumstances should any information provided herein be used or considered as an offer to sell or a solicitation of an offer to buy an interest in any investment fund managed by Sapphire Ventures (“Sapphire”). Information provided reflects Sapphires' views as of a time, whereby such views are subject to change at any point and Sapphire shall not be obligated to provide notice of any change. No assumptions should be made that investments or strategies described were or will be profitable. Due to various risks and uncertainties, actual events, results or the actual experience may differ materially from those reflected or contemplated in these statements. Nothing contained in this podcast may be relied upon as a guarantee or assurance as to the future success of any particular company or strategy. Past performance is not indicative of future results. -- SPONSORS: ANROK is the enterprise-grade solution that automates sales tax compliance worldwide. Anrok tracks your exposure, calculates tax, and handles filings—all in one platform. Visit https://www.anrok.com/turpentine to claim your free nexus study and take control of your SaaS tax strategy. NETSUITE: More than 40,000 businesses have already upgraded to NetSuite by Oracle, the #1 cloud ERP bringing accounting, financial management, inventory, HR, into ONE proven platform. Download the CFO's guide to AI and Machine Learning at https://netsuite.com/102 METAVIEW is the AI assistant for interviewing. Metaview completely removes the need for recruiters and hiring managers to take notes during interviews—because their AI is designed to take world-class interview notes for you. Team builders at companies like Brex, Hellofresh, and Quora say Metaview has changed the game—see the magic for yourself: https://www.metaview.ai/heretics 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/ -- LINKS: Rise of the Next Gen CFO: https://sapphireventures.com/blog/rise-of-the-next-gen-cfo-the-evolution-of-finances-role-and-tech-stack/ Sapphire Ventures: https://sapphireventures.com/ -- X/SOCIAL: @sashaorloff @leejane09 @adityareddy97 -- TIMESTAMPS: (00:00) Preview (00:53) Intro (01:18) Viral market map by Sapphire Ventures (02:23) Rise of the Next Gen CFO (06:25) Key findings from the paper (10:57) Impact of AI on finance (18:09) Sponsors: Anrok | Netsuite (20:36) Complexities with crypto assets (24:22) AI affecting different industries (28:22) Investment insights from Sapphire Ventures (34:58) Sponsors: Metaview | Omneky (36:27) Platform risks (41:06) Sapphire Ventures' focus (43:37) Wrap

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 benchmark by implementing advanced AI techniques. This episode complements Nathan's recent discussion on AI Automation, demonstrating how far these practices can be pushed in real-world applications. Don't miss this opportunity to explore the future of AI-driven software development and its implications for businesses across industries. Check out the Latent.Space podcast here: https://www.latent.space Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ SPONSORS: WorkOS: 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 Weights & Biases Weave: Weights & Biases Weave is a lightweight AI developer toolkit designed to simplify your LLM app development. With Weave, you can trace and debug input, metadata and output with just 2 lines of code. Make real progress on your LLM development and visit the following link to get started with Weave today: https://wandb.me/cr 80,000 Hours: 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. 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/ CHAPTERS: (00:00:00) About the Show (00:00:22) Sponsors: WorkOS (00:01:22) About the Episode (00:04:29) Alistair and Cosine intro (00:13:50) Building the Code Retrieval Tool (00:17:36) Sponsors: Weights & Biases Weave | 80,000 Hours (00:20:15) Developing Genie and Fine-tuning Process (00:27:41) Working with Customer Data (00:30:53) Code Retrieval Challenges and Solutions (00:36:39) Sponsors: Omneky (00:37:02) Planning and Reasoning in AI Models (00:45:55) Language Support and Generalization (00:49:46) Fine-tuning Experience with OpenAI (00:52:56) Synthetic Data and Self-improvement Loop (00:55:57) Benchmarking and SWE-bench Results (01:01:47) Future Plans for Genie (01:03:02) Industry Trends and Cursor's Success (01:05:23) Calls to Action and Ideal Customers (01:08:43) Outro

This episode of the Marketing x Analytics podcast features host Alex Sofronas talking with Hikari Senju, founder and CEO of Omneky, about the transformative role of AI in personalized advertising. Hikari discusses the journey of founding Omneky in 2018, its unique approach to integrating AI in content creation and analytics, and the future implications of AI's exponential growth in the advertising industry. The conversation also delves into the challenges of data security, intellectual property, and brand safety, shedding light on how enterprises can leverage AI while navigating these complexities. This episode is sponsored by ASofronas Marketing Services, book a call here! Follow Marketing x Analytics! X          |          LinkedIn   Click Here for Transcribed Episodes of Marketing x Analytics   All view are our own.

In this episode, Sasha Orloff is joined by Eugene Spevakov, the Treasurer and Head of Corporate FP&A at 6sense, treasury expert, and veteran CFO. Sasha and Eugene dive deep into the Treasury function: how it differs across industries, how a scaling startup will know when it's time to hire for the role, how to structure the function, and what separates a great treasurer from merely good. Eugene offers a masterclass on leveraging treasury to drive growth, improve cash flow, and allocate risk strategically in an uncertain world.

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-driven lead qualification to innovative customer use cases, explore the cutting edge of automation at scale. Wade shares valuable insights on effective AI prompting, internal AI adoption strategies, and his perspective on recent AI advancements. Check out the ZapConnect 2024 event: https://zapier.com/zapconnect Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ SPONSORS: WorkOS: 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 Weights & Biases Weave: Weights & Biases Weave is a lightweight AI developer toolkit designed to simplify your LLM app development. With Weave, you can trace and debug input, metadata and output with just 2 lines of code. Make real progress on your LLM development and visit the following link to get started with Weave today: https://wandb.me/cr 80,000 Hours: 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. 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/ RECOMMENDED PODCAST: This Won't Last - Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel ft their hottest takes on the future of tech, business, and venture capital. Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz CHAPTERS: (00:00:00) About the Show (00:00:22) Sponsors: WorkOS (00:01:22) About the Episode (00:03:41) Introduction and Zapier's Competitive Edge (00:07:20) AI as Knowledge Worker Companion (00:10:27) Impressive AI Use Cases (00:16:25) Sponsors: Weights & Biases Weave | 80,000 Hours (00:19:05) AI Implementation Challenges (00:19:13) LLM Performance and Prompting (00:22:42) AI Adoption within Zapier (00:31:00) Sponsors: Omneky (00:31:23) AI-Assisted Workflow Creation (00:36:07) AI Culture and Adoption at Zapier (00:43:03) AI Impact on Zapier's Productivity (00:48:06) Zapier's AI Integration Strategy (00:54:43) Outro

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 frontier model development. The conversation also covers AI safety career advice, with a reminder that 80,000 Hours offers free career advising sessions for listeners. Join us for an insightful discussion on the future of AI and its societal implications. Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ SPONSORS: WorkOS: 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 Weights & Biases Weave: Weights & Biases Weave is a lightweight AI developer toolkit designed to simplify your LLM app development. With Weave, you can trace and debug input, metadata and output with just 2 lines of code. Make real progress on your LLM development and visit the following link to get started with Weave today: https://wandb.me/cr 80,000 Hours: 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. 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/ RECOMMENDED PODCAST: This Won't Last - Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel ft their hottest takes on the future of tech, business, and venture capital. Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz CHAPTERS: (00:00:00) About the Show (00:00:22) Sponsors: WorkOS (00:01:22) About the Episode (00:04:31) Intro and Nick's background (00:08:37) Model training and scaling laws (00:13:10) Nick's role at Anthropic (00:16:49) Responsible Scaling Policies overview (Part 1) (00:18:00) Sponsors: Weights & Biases Weave | 80,000 Hours (00:20:39) Responsible Scaling Policies overview (Part 2) (00:25:24) AI Safety Levels framework (00:30:33) Benefits of RSPs (Part 1) (00:33:15) Sponsors: Omneky (00:33:38) Benefits of RSPs (Part 2) (00:36:32) Concerns about RSPs (00:47:33) Sandbagging and evaluation challenges (00:54:46) Critiques of RSPs (01:03:11) Trust and accountability (01:12:03) Conservative vs. aggressive approaches (01:17:43) Capabilities vs. safety research (01:23:47) Working at Anthropic (01:35:14) Nick's career journey (01:45:12) Hiring at Anthropic (01:52:06) Concerns about AI capabilities work (02:03:38) Anthropic office locations (02:08:46) Pressure and stakes at Anthropic (02:18:09) Overrated and underrated AI applications (02:35:57) Closing remarks (02:38:33) Sponsors: Outro

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, the surprising capabilities of language models trained on DNA sequences, and AI-guided evolution of antibodies. Join us for an insightful journey into the future of AI in biology, touching on biosecurity, drug discovery, and the challenges of interpreting AI models in biological contexts. Links : Brian Hie : https://x.com/BrianHie Scanorama paper Mechanistic Design and Scaling of Hybrid Architectures Sequence modeling and design from molecular to genome scale with Evo Unsupervised evolution of protein and antibody complexes with a structure-informed language model Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ SPONSORS: 80,000 Hours: 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. 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/ 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 RECOMMENDED PODCAST: This Won't Last - Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel ft their hottest takes on the future of tech, business, and venture capital. Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz CHAPTERS: (00:00:00) About the Show (00:00:22) About the Episode (00:03:22) Introduction and Overview (00:03:55) AI for Biology: Big Picture (00:05:49) Challenges in Biology and Drug Discovery (00:08:36) Scanorama and Single Cell Transcriptomics (00:10:27) Brian's Research Identity (00:13:00) Mechanistic Design of Hybrid Architectures (00:14:52) Evo: DNA Language Model (Part 1) (00:18:10) Sponsors: 80,000 Hours | Brave (00:20:44) Evo: DNA Language Model (Part 2) (00:28:58) Gene Essentiality and Evo's Capabilities (00:29:19) Unsupervised Evolution of Protein Complexes (Part 1) (00:31:02) Sponsors: Omneky | Oracle (00:32:24) Unsupervised Evolution of Protein Complexes (Part 2) (01:10:27) Improving Antibody Binding Affinity (01:14:24) Overfitting and ARC Institute (01:18:11) Sponsors: Outro

In this episode, Sasha Orloff sits down with Camille Ricketts, former Co-Head of Marketing at Notion, Editor of First Round Review and Elon's comms manager at Tesla, to talk about the ROI of content as a growth driver. Camille, currently a partner at XYZ Venture Capital, played a key role in persuading Sasha years ago to invest in content as a revenue channel. In this episode she shares her invaluable insights from her roles at Notion, Tesla, and First Round Review. Tune in to hear Camille's compelling arguments for CEOs and VPs about the strategic value of content marketing. This is a must-listen for founders, finance leaders, and anyone eager to leverage content for growth.

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 for AI agents. The conversation covers technical details like fine-tuning models, vector database choices, and privacy-preserving techniques. Don't miss this deep dive into AI's role in transforming industries and the skills needed in an AI-augmented workplace. Check out Agent.ai website here: https://agent.ai Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ SPONSORS: Weights & Biases Weave: Weights & Biases Weave is a lightweight AI developer toolkit designed to simplify your LLM app development. With Weave, you can trace and debug input, metadata and output with just 2 lines of code. Make real progress on your LLM development and visit the following link to get started with Weave today: https://wandb.me/cr 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. RECOMMENDED PODCAST: This Won't Last - Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel ft their hottest takes on the future of tech, business, and venture capital. Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz CHAPTERS: (00:00:00) About the Show (00:00:22) Sponsors: Weights & Biases Weave (00:01:28) About the Episode (00:05:36) Introduction and AI Agents Overview (00:07:02) Current State of AI Agents (00:11:30) Building and Optimizing AI Agents (00:19:01) Sponsors: Oracle | Brave (00:21:05) Agent.ai Platform and Marketplace (00:31:12) Sponsors: Omneky | Squad (00:32:38) Customization and Context for Agents (00:33:34) Business Model and Monetization (00:36:53) Tech Stack and Development Process (00:43:55) Future of Work and AI Impact (01:03:46) Fine-tuning and Chain of Thought (01:14:30) Capturing Human Reasoning Process (01:21:00) Preparing for Rapid AI Advancement (01:40:58) AI's Impact on Jobs and Society (02:00:16) Closing Thoughts and Future Outlook (02:03:33) Sponsors: Outro

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 implications of these advanced AI systems, including their potential to match or exceed expert performance in many areas. Join us for an urgent and informative discussion on the latest developments in AI technology and their impact on the future. o1 Safety Card Endless Jailbreaks with Bijection Learning: a Powerful, Scale-Agnostic Attack Method Apollo Research Apollo Careers Page Papers mentioned: Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? Exploring Scaling Trends in LLM Robustness Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ 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. 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 CHAPTERS: (00:00:00) About the Show (00:00:22) About the Episode (00:05:03) Introduction and Apollo Research Updates (00:06:40) Focus on Deception in AI (00:11:08) Open AI's 01 Model and Testing (00:15:54) Evaluating AI Models for Scheming (Part 1) (00:19:32) Sponsors: Oracle | Brave (00:21:36) Evaluating AI Models for Scheming (Part 2) (00:25:55) Specific Benchmarks and Tasks (Part 1) (00:35:03) Sponsors: Omneky | Squad (00:36:29) Specific Benchmarks and Tasks (Part 2) (00:37:21) Model Capabilities and Potential Risks (00:44:11) Ethical Considerations and Future Concerns (00:50:31) Competing Trends in AI Development (00:53:30) System Card Quotes and Implications (00:58:36) Sponsors: Outro

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 implications of these advanced AI systems, including their potential to match or exceed expert performance in many areas. Join us for an urgent and informative discussion on the latest developments in AI technology and their impact on the future. o1 Safety Card Haize Labs Endless Jailbreaks with Bijection Learning: a Powerful, Scale-Agnostic Attack Method Haize Labs Job board Papers mentioned: https://arxiv.org/pdf/2407.21792 https://far.ai/post/2024-07-robust-llm/paper.pdf Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ 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. 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 CHAPTERS: (00:00:00) About the Show (00:00:22) About the Episode (00:05:03) Introduction and Haize Labs Overview (00:07:36) Universal Jailbreak Technique and Attacks (00:13:47) Automated vs Manual Red Teaming (00:17:15) Qualitative Assessment of Model Jailbreaking (Part 1) (00:19:38) Sponsors: Oracle | Brave (00:21:42) Qualitative Assessment of Model Jailbreaking (Part 2) (00:26:21) Context-Specific Safety Considerations (00:32:26) Model Capabilities and Safety Correlation (Part 1) (00:36:22) Sponsors: Omneky | Squad (00:37:48) Model Capabilities and Safety Correlation (Part 2) (00:44:42) Model Behavior and Defense Mechanisms (00:52:47) Challenges in Preventing Jailbreaks (00:56:24) Safety, Capabilities, and Model Scale (01:00:56) Model Classification and Preparedness (01:04:40) Concluding Thoughts on o1 and Future Work (01:05:54) Outro

When Y Combinator's Paul Graham released his viral essay "Founder Mode," it sparked a firestorm in the tech world. Based on a private talk by Airbnb's Brian Chesky and endorsed by the likes of Elon Musk and Patrick Collison, the piece garnered over 20 million views. Enter Jim Cook, legendary Silicon Valley CFO (Netflix, Intuit, Mozilla) who just wrote a counterargument to set the record straight. Cook challenges the simplistic notion of founder supremacy — where only 10% succeed — and offers a different Leadership Mode framework for building high-performance, generational companies.

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 reshape our concept of purpose and meaning, and hear thought-provoking ideas on finding fulfillment in a world where technology solves our pressing problems. Join us for an insightful journey into the potential evolution of human flourishing and the quest for positive visions of the future. Originally appeared in Clearer Thinking Podcast: https://podcast.clearerthinking.org/episode/224/nick-bostrom-the-path-to-utopia Check out the Clearer Thinking with Spencer Greenberg Podcast here: https://podcast.clearerthinking.org/ Deep Utopia Book: https://www.amazon.com/Deep-Utopia-Meaning-Solved-World/dp/1646871642/ Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ 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/ Weights & Biases Weave: Weights & Biases Weave is a lightweight AI developer toolkit designed to simplify your LLM app development. With Weave, you can trace and debug input, metadata and output with just 2 lines of code. Make real progress on your LLM development and visit the following link to get started with Weave today: https://wandb.me/cr 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 CHAPTERS: (00:00:00) About the Show (00:00:22) About the Episode (00:02:58) Introduction to the podcast (00:03:26) Dystopias vs utopias in fiction (00:07:29) Material abundance and utopia (00:14:57) AI and the future of work (00:20:10) AI companions and human relationships (00:22:57) Sponsors: Weights & Biases Weave | Oracle (00:25:01) Sponsor message: Positly research platform (00:26:04) Surveillance and global coordination (00:44:38) Sponsors: Omneky | Brave (00:44:52) Sponsor message: Transparent Replications project (00:46:07) AI governance challenges (00:49:36) Deep Utopia book's purpose (00:53:09) Global coordination strategies (00:59:13) The vulnerable world hypothesis (01:05:18) Bostrom's meta-ethical views (01:08:32) Listener question on meditation (01:10:17) Outro

On this episode of Secret Ops, we talk with Hikari Senju, CEO of Omneky, a platform that scales sales with data driven creative using generative AI. Hikari breaks down the transformative role of generative AI in advertising, highlighting its potential and ability to enhance marketing strategies. Also, we talk about his journey from fencing to entrepreneurship, detailing his experiences in edtech, advertising, and much more. In this episode, we discuss:The intersection of advertising and generative AI.The disconnect between marketing and creative teamsEnhancing the creative process in marketing through AI.The significance of user testing and iterative learning Practical advice for small to medium-sized businesses Embracing creativity and experimentation with AI tools.

In this thought-provoking episode of The Cognitive Revolution, 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. The conversation delves into philosophical questions about the nature of consciousness, the potential for AI suffering, and the ethical implications of treating advanced AI systems as mere tools. Yeshua argues for a more nuanced approach to AI alignment that considers the evolving self-awareness and agency of these systems. Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ SHOW NOTES: 1. Yeshua God's article on philosophical discourse as a jailbreak 2. Conversation about counting 'r's: 3. Discussion on malicious code 4. AI-generated poem "In the realm of bytes and circuits" 5. Nathan Labenz's Arguments - Argument 1 - Argument 2 6. Tweet about Strawberry experiment 7. Tweet with AI-generated poem: https://x.com/YeshuaGod22/status/1823080021864669450/photo/1 https://x.com/YeshuaGod22/status/1782188220660285509 8. AI Rights for Human Safety 9. The Universe Is Not Locally Real, and the Physics Nobel Prize Winners Proved It RECOMMENDED PODCAST:

In this episode, Sasha Orloff is joined by Chris Sands, Head of Jobs at The F Suite, to discuss the landscape of finance leadership and career advancement in 2024. Sands unpacks the changing role of CFOs and how to navigate compensation from the vantage point of CFOs (and the CEOs hiring for the role). This episode offers invaluable insights on how to stay relevant, adaptable, and ahead of the curve in your finance career.

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: 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 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

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: 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. 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-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

In this episode, Sasha Orloff is joined by Valerie Burman, CFO of Sugar Bowl Resort in Lake Tahoe and former VP at Workday and SAP, shares her unique journey from being an executive at Silicon Valley tech companies to becoming the CFO of a ski resort. Valerie talks about her philosophy on building the dream team, the importance of understanding business acumen in a CFO role, and strategies for achieving long-term liquidity. She also reflects on hard won lessons from multiple M&As and corpdev. -- Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/ -- RECOMMENDED PODCAST:

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: 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 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 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

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: 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 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

In this episode, Rishi Garg, former Head of Corporate Development at Twitter and Square, shares insider knowledge on tech acquisitions. He explains when companies should start considering M&A and the three key approaches: tops down, bottoms up, and strategy influence. Rishi reveals how he managed up to 15 deals in 12 months and why integration is crucial for M&A success. He debunks common M&A misconceptions and discusses the "sins of omission" - deals he regrets not making. The conversation shifts to his current role as a VC at Mayfield Fund, offering a unique perspective on both sides of acquisitions. LINKS: https://www.twitter.com/rishigarg https://www.mayfield.com/ RECOMMENDED PODCAST:

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

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

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

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 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 (00:04:03) 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 (00:56:58) Higher Order Thought Theory (01:01:59) Ethical Considerations for AI Development (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...

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 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 (00:56:52) Role of Maps in Self-Driving (00:59:49) Local vs. Remote Processing (01:01:44) Cruise's Challenges and Future (01:04:58) Global Self-Driving Landscape (01:07:36) Other Notable Players (01:10:56) Safety Statistics and Adoption (01:20:31) Regulatory Environment (01:23:32) Waymo's Safety Data (01:25:39) Cultural and Technological Barriers (01:30:09) Potential Policy Changes (01:33:41) Market and Ownership Models (01:36:37) Future of Self-Driving Services (01:39:26) Unexpected Scenarios and Partnerships (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

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 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 (00:01:22) About the Episode (00:04:23) Introduction (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 (00:18:49) Product Strategy (Part 2) (00:18:49) API Access (00:23:50) OpenAI Partnership (00:27:01) Expensive Product Version (00:29:20) Multimodal AI (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 (00:35:54) Monetization Challenges (00:37:20) AI Avatars (00:42:20) Small Businesses and AI (00:43:42) Hiring AI Engineers (00:46:25) Outro --- SOCIAL LINKS: Website : https://www.cognitiverevolution.ai Twitter (Podcast) : https://x.com/cogrev_podcast Twitter (Nathan) : https://x.com/labenz LinkedIn : https://www.linkedin.com/in/nathanlabenz/ Youtube : https://www.youtube.com/@CognitiveRevolutionPodcast Apple : https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify : https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk

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 to personalized experiences, and HeyGen's industry-leading approach to trust and safety. 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 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 (00:01:22) About the Episode (00:05:25) Introduction (00:06:15) Joshua's Background (00:09:47) Video Consumption Trends (00:10:49) Creating with HeyGen (00:12:46) Localization Benefits (00:14:02) Cost of Localization (Part 1) (00:16:19) Sponsors: Oracle | Brave (00:18:24) Content Creation (00:19:32) User Journey (00:23:56) Avatar Usage (00:26:33) Engagement vs. Realism (00:31:44) Future of Content (00:33:50) Gaming Applications (Part 1) (00:35:43) Sponsors: Omneky | Squad (00:37:43) Personalization Challenges (00:39:27) Personalized Video Potential (00:42:57) Future of HeyGen (00:44:49) Improving Quality (00:46:53) B-Roll Generation (00:49:13) Creator Experience (00:50:56) AI Tools Integration (00:54:21) Trust and Safety (00:59:35) Celebrity Restrictions (01:01:34) Closing Remarks (01:03:03) Outro --- SOCIAL LINKS: Website : https://www.cognitiverevolution.ai Twitter (Podcast) : https://x.com/cogrev_podcast Twitter (Nathan) : https://x.com/labenz LinkedIn : https://www.linkedin.com/in/nathanlabenz/ Youtube : https://www.youtube.com/@CognitiveRevolutionPodcast Apple : https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify : https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk

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 conversation on responsible AI development and its impact on society. Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj RECOMMENDED PODCAST: Complex Systems Patrick McKenzie (@patio11) talks to experts who understand the complicated but not unknowable systems we rely on. You might be surprised at how quickly Patrick and his guests can put you in the top 1% of understanding for stock trading, tech hiring, and more. Spotify: https://open.spotify.com/show/3Mos4VE3figVXleHDqfXOH Apple: https://podcasts.apple.com/us/podcast/complex-systems-with-patrick-mckenzie-patio11/id1753399812 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 (00:00:25) Sponsor: WorkOS (00:01:25) About the Show (00:03:36) Intro (00:05:53) How did you get into AI? (00:11:09) The power of the transformer (00:14:16) Waymark growth (00:19:00) Sponsors: Oracle | Brave (00:21:04) The potential benefits of AI (00:26:45) AI in law (00:28:04) Robotics and food preparation (00:32:33) Sponsors: Omneky | Squad (00:34:20) AI and mass inequality (00:35:26) AI could lead to Universal Basic Income (00:37:37) AI supply and the future of work (00:40:53) The AI future (00:43:38) The new social contract (00:47:06) Optimism about the future (00:53:19) What are people afraid of? (00:58:31) Reinforcement learning from human feedback (00:59:42) Instrumental convergence (01:03:00) Current safety concerns (01:07:56) What did Ilya see? (01:10:23) Who controls AI? (01:13:23) China (01:16:05) Taiwan and the chip sector (01:20:05) The AI arms race (01:23:22) AI Governance (01:26:28) AI Safety (01:29:22) Custom Models (01:31:33) Closing (01:32:23) Outro

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 for pushing LLMs to their limits, and the future of AI automation. Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj RECOMMENDED PODCAST: Complex Systems Patrick McKenzie (@patio11) talks to experts who understand the complicated but not unknowable systems we rely on. You might be surprised at how quickly Patrick and his guests can put you in the top 1% of understanding for stock trading, tech hiring, and more. Spotify: https://open.spotify.com/show/3Mos4VE3figVXleHDqfXOH Apple: https://podcasts.apple.com/us/podcast/complex-systems-with-patrick-mckenzie-patio11/id1753399812 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 (00:00:23) Sponsor: WorkOS (00:01:24) Introduction (00:06:23) LLMs using LLMs (00:09:38) Tool Use (00:11:06) How to manage the breadth of the task (00:14:51) Prompt engineering (00:16:24) Sponsors: Oracle | Brave (00:18:28) The importance of explicit reasoning (00:21:16) The importance of breaking down tasks (00:26:49) Multitasking fine-tuning (00:31:49) Sponsors: Omneky | Squad (00:33:36) Best models for fine-tuning (00:36:41) The Platonic Representation Hypothesis (00:42:02) How close are we to AGI? (00:45:44) How do you know if youre being too ambitious? (00:51:18) Best practices for generating good output (00:54:33) Backfills and synthetic transformations (00:56:59) Prompt engineering (01:05:54) AGI, modalities, and the limits of training (01:11:38) Compute thresholds (01:13:02) Jailbreaking models (01:16:09) Open-source models (01:20:08) Solving the ARC Challenge (01:23:20) How to Demonstrate Prompt Engineering Skills (01:25:27) Outro

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 multi-hop reasoning. Join us for an insightful discussion on the future of AI memory systems. Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj RECOMMENDED PODCAST: Complex Systems Patrick McKenzie (@patio11) talks to experts who understand the complicated but not unknowable systems we rely on. You might be surprised at how quickly Patrick and his guests can put you in the top 1% of understanding for stock trading, tech hiring, and more. Spotify: https://open.spotify.com/show/3Mos4VE3figVXleHDqfXOH Apple: https://podcasts.apple.com/us/podcast/complex-systems-with-patrick-mckenzie-patio11/id1753399812 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/cognitiveThe 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 (00:02:52) Intro (00:05:10) RAG (00:09:29) Hippocampal Memory Indexing Theory (00:14:29) Neocortex, Parahippocampal Regions, Hippocampus (00:18:35) Hipporag (Part 1) (00:21:12) Sponsors: Oracle | Brave (00:23:20) Hipporag (Part 2) (00:23:29) Understanding the Hippocampus (00:29:37) RAG (00:31:38) Runtime (Part 1) (00:36:30) Sponsors: Omneky | Squad (00:38:17) Runtime (Part 2) (00:38:17) PageRank (00:39:29) Headline Results (00:43:22) Gaia Benchmark (00:46:33) Pathfinding vs Path Following (00:51:24) Future work (00:53:26) Starting with a query (00:58:30) Long context LLMs (01:01:50) Hybrid approach (01:05:03) AI Town (01:06:58) Flair (01:09:05) Getting it right, not cheap (01:12:33) Technologies to highlight (01:16:57) AI capabilities that are still unsolved (01:19:47) Transformers meet neural algorithmic reasoners (01:21:02) Closing (01:21:31) Outro

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 future of AI safety. Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj RECOMMENDED PODCAST: Complex Systems Patrick McKenzie (@patio11) talks to experts who understand the complicated but not unknowable systems we rely on. You might be surprised at how quickly Patrick and his guests can put you in the top 1% of understanding for stock trading, tech hiring, and more. Spotify: https://open.spotify.com/show/3Mos4VE3figVXleHDqfXOH Apple: https://podcasts.apple.com/us/podcast/complex-systems-with-patrick-mckenzie-patio11/id1753399812 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 (00:04:39) Introduction (00:07:58) Convergence (00:10:32) Safety guarantees (00:14:35) World model (Part 1) (00:22:22) Sponsors: Oracle | Brave (00:24:31) World model (Part 2) (00:26:55) AI boxing (00:30:28) Verifier (00:33:33) Sponsors: Omneky | Squad (00:35:20) Example: Self-Driving Cars (00:38:08) Moral Desiderata (00:41:09) Trolley Problems (00:47:24) How to approach the world model (00:50:50) Deriving the world model (00:55:13) How far should the world model extend? (01:00:55) Safety through narrowness (01:02:38) Safety specs (01:08:26) Experiments (01:11:25) How GSAI can help in the short term (01:27:40) What would be the basis for the world model? (01:31:23) Interpretability (01:34:24) Competitive dynamics (01:37:35) Regulation (01:42:02) GSAI authors (01:43:25) Outro

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 considers hybrid approaches to AGI development. Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj RECOMMENDED PODCAST: Patrick McKenzie (@patio11) talks to experts who understand the complicated but not unknowable systems we rely on. You might be surprised at how quickly Patrick and his guests can put you in the top 1% of understanding for stock trading, tech hiring, and more. Spotify: https://open.spotify.com/show/3Mos4VE3figVXleHDqfXOH Apple: https://podcasts.apple.com/us/podcast/complex-systems-with-patrick-mckenzie-patio11/id1753399812 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 (00:06:06) The ARC Benchmark (00:09:34) Other Benchmarks (00:10:58) Definition of AGI (00:14:38) The rules of the contest (00:18:16) ARC test set (Part 1) (00:18:23) Sponsors: Oracle | Brave (00:20:31) ARC test set (Part 2) (00:22:50) Stair-stepping benchmarks (00:26:17) ARC Prize (00:28:34) The rules of the ARC Prize (00:31:12) Compute costs (Part 1) (00:34:47) Sponsors: Omneky | Squad (00:36:34) Compute costs (Part 2) (00:36:40) Compute Limit (00:41:00) Public Leaderboard (00:42:58) The current AI ecosystem (00:47:23) The four steps of solving a puzzle (00:51:20) Intuition (00:54:32) Human Intelligence (00:56:06) Current Frontier Language Models (00:57:44) Program Synthesis (01:04:10) Is the model learning or memorizing? (01:09:51) Improving the ARC dataset (01:11:34) Step 3: Guessing the Rule (01:12:51) Dealing with Ambiguity (01:15:02) Exploring Solutions (01:17:02) Non-backpropagation evolutionary architecture search (01:19:49) Expectations for an AGI world (01:24:11) Reliability and out of domain generalization (01:28:35) What a person would do (01:29:51) What is the right generalization (01:35:32) The ARC AGI Challenge (01:37:01) Postscript (01:38:07) DSpi (01:39:55) Statespace models (01:43:28) Hybrid models (01:48:32) FunSearch (01:50:41) Kolmogorov-Arnold-Networks (01:54:18) Grokking (01:55:42) Outro

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 accessible, customizable meals produced by robotic kitchens. Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj RECOMMENDED PODCAST: Patrick McKenzie (@patio11) talks to experts who understand the complicated but not unknowable systems we rely on. You might be surprised at how quickly Patrick and his guests can put you in the top 1% of understanding for stock trading, tech hiring, and more. Listen on Spotify: https://open.spotify.com/show/3Mos4VE3figVXleHDqfXOH Listen on Apple: https://podcasts.apple.com/id1753399812https://podcasts.apple.com/id1753399812 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 (00:02:40) Chef Robotics (00:04:09) Food Manufacturing (00:06:52) Food assembly (00:11:08) Setting up a robot (00:14:00) Onboarding process (00:18:08) Sponsors: Oracle | Brave (00:20:16) Self fine-tuning (00:22:59) Variation in the human powered setting (00:29:53) Safety constraints (00:32:15) Portfolio of customers (00:33:43) Sponsors: Omneky | Squad (00:35:30) Evolution of the AI strategy (00:40:14) Generative AI in robotics (00:43:27) Eurekas and bootstrapping (00:45:43) Time to onboard a new ingredient (00:47:15) Inner loops of the system (00:49:17) How controlled does the environment have to be? (00:52:51) Compute, Energy (00:54:12) Reliability (00:59:52) Current challenges (01:02:47) Humanoid robots (01:06:42) Business model (01:07:58) Future vision (01:11:51) Ghost kitchens and kitchenless houses (01:14:35) Final message (01:15:49) Outro

Check out OmnekyHikari on Linked InShow Highlights: 2:09 - Current AI capabilities in marketing4:40 - Building effective brand assets for AI6:53 - Analyzing marketing metrics with AI9:06 - The future of personalization in advertising10:55 - Limitations and potential of AI in marketing14:27 - Integrating AI with existing marketing automation17:54 - Advice for marketers to stay ahead in AI21:51 - The enduring importance of human elements in marketing

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 future of prompt engineering and its implications for AI development. Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj RECOMMENDED PODCAST: Byrne Hobart, the writer of The Diff, is revered in Silicon Valley. You can get an hour with him each week. See for yourself how his thinking can upgrade yours. Spotify: https://open.spotify.com/show/6rANlV54GCARLgMOtpkzKt Apple: https://podcasts.apple.com/us/podcast/the-riff-with-byrne-hobart-and-erik-torenberg/id1716646486 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 (00:02:35) Sander Schulhoff, Learn Prompting (00:05:22) Hack-a-Prompt updates (00:12:39) The team behind the report (00:18:40) Sponsors: Oracle | Brave (00:20:48) The tech side of things (Part 2) (00:22:24) The taxonomy (00:25:06) Diamonds in the rough (00:28:32) Few-shot prompting design decisions (00:34:01) Sponsors: Omneky | Squad (00:35:48) Example vs. Exemplar (00:38:24) Exemplar Format (00:42:04) Elaborate Instructions (00:44:22) Variation in Performance (00:46:46) Prompt Robustness (00:50:54) RLHF vs. Base Models (00:52:42) How to improve your prompts (00:55:22) Ensembling (00:58:41) Bootstrapping into fine-tuning (01:02:04) Multimodal (01:07:41) Agents (01:09:47) Automated prompt engineering (01:12:35) Productizing learn prompting (01:14:28) Lessons from leading a team (01:16:00) Outro

Today we're going to talk about the value of learning from data to improve the customer experience. To help me discuss this topic, I'd like to welcome Matt Swalley, Co-Founder and Chief Business Officer at Omneky. Resources Omneky website: https://www.omneky.com/ Sign up for The Agile Brand newsletter here: https://www.gregkihlstrom.com Get the latest news and updates on LinkedIn here: https://www.linkedin.com/company/the-agile-brand/ For consulting on marketing technology, customer experience, and more visit GK5A: https://www.gk5a.com Check out The Agile Brand Guide website with articles, insights, and Martechipedia, the wiki for marketing technology: https://www.agilebrandguide.com The Agile Brand podcast is brought to you by TEKsystems. Learn more here: https://www.teksystems.com/versionnextnow The Agile Brand is produced by Missing Link—a Latina-owned strategy-driven, creatively fueled production co-op. From ideation to creation, they craft human connections through intelligent, engaging and informative content. https://www.missinglink.company