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

Join us as we explore the future of work in the age of artificial intelligence. Nathan shares essential strategies for college students, especially in computer science, to succeed in a landscape dominated by AI tools. Discover the most important skills to develop, how to use AI for efficiency, and insights into AI-driven task automation. Get valuable advice on incorporating AI into your work and resources for beginning your journey into AI professionalism. SPONSORS: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the 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) Introduction (00:05:18) AI Closing in on Human Experts (00:08:48) Limitations of Current AI (00:13:16) AI's Speed and Availability Advantages (00:16:26) AI's Evolutionary Advantages (00:19:01) Viewing AI as Entry-Level Employees (00:20:38) Sponsors: Brave | Omneky (00:22:05) Modes of AI Production (00:25:09) Agent Mode: The Best of Both Worlds (00:30:08) Prompting Techniques (00:32:17) AI Coding Assistants (00:37:01) Automating Processes with AI (00:37:55) Sponsors: Squad (00:39:23) University Curriculum and AI Tools (00:44:50) AI-Generated Music and Video Editing (00:46:04) Introduction to AI Tools (00:47:11) Devon AI Agent (00:49:26) Waymark AI Evaluation Example (00:52:51) Setting the Context (00:54:30) Mantras for AI Adoption (00:56:48) Recommended AI Thought Leaders (00:59:53) Setting up AI Training (01:04:25) Avoiding Over-engineering Solutions

Dive into the accelerating world of artificial intelligence with our latest podcast episode. We discuss the latest AI advancements and the challenges leaders face in keeping up, potential societal backlashes, and regulatory concerns. Explore the possibilities and immerse yourself in a strategic AI scouting report from our conversation with the 80,000 Hours podcast. Listen now for insights on AI's role in various sectors and the necessity for informed discourse. SPONSORS: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the 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) Introduction to the Interview with Nathan LeBenz (00:05:50) Exploring AI's Capabilities and Ethical Considerations (00:14:43) Sponsors: Brave | Omneky (00:16:10) AI's Impact on Medicine and Healthcare Innovations (00:36:29) Sponsors: Squad (00:37:56) Predictions and Expectations for Next-Gen AI Applications (00:57:33) Exploring the Frontier of AI and Robotics (00:58:57) The Leap in AI: From Language Models to Physical Robots (01:00:21) GPT-4's Remarkable Achievements and Future Prospects (01:03:55) Navigating the Discourse on AI Safety and Regulation (01:12:53) The Polarization of AI Discourse: A Deep Dive (01:16:17) The Impact of Social Media on AI Conversations (01:34:53) Exploring the Dynamics of AI Regulation and Public Perception (01:49:27) Navigating AI's Rapid Progress and Public Perception (01:50:55) Current State of AI Legislation and Industry Response (01:53:31) The Challenge of Regulating AI and Ensuring Safety (02:03:37) The Impact of AI on Information and Social Dynamics (02:19:18) AI in Warfare: Ethical Considerations and Future Prospects (02:27:25) Recommendations for Keeping Up with AI Developments (02:33:45) Final Thoughts and Advice for AI Enthusiasts and Professionals

In this episode from new podcast Emergent Behavior, host @Ate-a-Pi interviews the co-founders of Prophetic AI to learn how they're using AI to facilitate lucid dreaming. Prophetic had come up in the recent Cognitive Revolution conversation with Dean W. Ball about brain computer interfaces, and Nathan had them on the list of companies to invite on the show, so it was really fun to discover that Ate-a-Pi had already done an interview with them right around the same time. -- Subscribe to Emergent Behavior: Spotify: https://open.spotify.com/show/2KfbuKL7iqIfbpY31PHtEg Apple: https://podcasts.apple.com/us/podcast/emergent-behavior/id1735023473 YouTube: https://www.youtube.com/@EmergentBehaviorPod & Check out Nathan's new chatbot on www.cognitiverevolution.ai -- SPONSORS: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the 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. -- TIMESTAMPS: (00:00) Intro (00:43) Diving Deep with Prophetic AI (02:18) Exploring Lucid Dreaming with Halo (05:08) The Technical Marvel Behind Halo (07:25) A Deep Dive into Lucid Dreaming Experiences (13:15) Sponsor: Brave | Omneky (14:42) Do All People Have Lucid States? (32:19) Sponsor: Squad (41:05) Building the Neural Model for Dream Control (43:15) Exploring the Intersection of EEG, fMRI, and Ultrasound in Lucid Dreaming (43:48) The Journey from Open Source Data to Targeted Brain Stimulation (47:08) Collaboration with the Donders Institute and the Future of Lucid Dreaming Research (48:40) The Role of Machine Learning and AI in Enhancing Data Collection and Analysis (50:04) From Theory to Practice: Implementing Transcranial Focused Ultrasound (TFUS) (53:51) Personalizing the Lucid Dreaming Experience through Reinforcement Learning (1:16:18) Looking Ahead: The Potential and Challenges of Neurostimulation Technology (1:22:55) Addressing the Skeptics: The Debate Over Natural vs. Technologically Induced Lucid Dreaming

In this podcast, we dive into the fascinating world of brain-computer interfaces with Dean W. Ball. We learn about the latest technologies, from non-invasive EEG and ultrasound stimulation to invasive Neuralink implants. We also discover the state-of-art tools, technical challenges, and the big questions around thought dimensionality, ethical considerations, and the societal impact of brain reading and writing. SPONSORS: The Brave search API can be used to assemble a data set to train your AI 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/ Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access. 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) Introduction (00:04:00) Background (00:06:50) Journey to Neurotech Interest (00:07:56) Concept of Human-Machine Merge (00:12:01) Impact of Language Models (00:15:53) Sponsors: Brave / Omneky (00:17:20) Adoption of AI Tools like ChatGPT (00:22:33) Neural Technologies as Sensor Fusion (00:26:03) Brain Signals and EEG Devices (00:29:09) Electrodes and Electrical Field Measurement (00:37:04) Sponsors: Plumb / Squad (00:39:01) Neurofeedback and Brain Training (00:48:44) The Rise of Neural Networks (00:57:29) Shared Latent Space for Brain Signals (01:09:18) Trajectory of Brain-Computer Interface (01:14:44) Near-Term Possibilities (01:26:25) Limitations of Brain-Computer Interfaces (01:38:31) Stimulating Brain Activity (01:46:08) Policy Considerations (01:52:02) Solved World and Artificial Constraints (02:04:27) Acclimating to Merge Technology (02:08:33) Advice for Understanding Neural Interfaces

In this episode from the Autopilot podcast, Sergiy Nesterenko, founder of Quilter (backed by Benchmark), discusses designing PCB circuitboards end-to-end using reinforcement learning. "Autopilot" host Will Summerlin and Nesterenko cover how current PCB boards are designed and how Quilter’s tech stack enables faster board design, what better circuit boards enable in the future, their GTM and where they are seeing most market pull right now, and much more. Subscribe to Autopilot: Spotify: https://open.spotify.com/show/6YQZkKHN7EP2yWedAvSxBC?si=18377c69a2804333&nd=1&dlsi=18fee5e95b284d02 Apple: https://podcasts.apple.com/us/podcast/autopilot-with-will-summerlin/id1738163836 YouTube: https://www.youtube.com/@AutopilotwithWillSummerlin Check out Nathan's new chatbot on www.cognitiverevolution.ai SPONSORS: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the 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/ Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access. 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. LINKS: Quilter: https://www.quilter.ai/ Autopilot Ventures: https://www.apv.vc/ X/SOCIAL: @labenz (Nathan) @WSummerlinAI (Will) @sergiynest (Sergiy) @quilterai (Quilter) TIMESTAMPS: (00:00) Intro & Sergiy’s Background (04:31) What Sergiy learned from SpaceX (05:53) Founding thesis of Quilter and Quilter’s journey (06:57) Where would one find circuit boards? (08:11) What is the process of designing a circuit board? (09:39) Design process today with Quilter (14:34) Sponsor: Omneky (16:01) Quilter’s thesis and designing more complex circuits (18:25) How much are humans currently paid for board design (19:41) Labor dynamics in board design (20:30) Do most companies have board designers in-house? (21:14) Incentive structure (22:44) What does a high-performance circuit board look like vs low-performance? (26:37) Quilter’s technology stack (29:15) Sponsor: Plumb | Squad (31:15) How Quilter can grow with scale? (33:50) Where is circuit manufacturing happening (37:17) What other parts of knowledge work can be solved with reinforcement learning (41:03) GTM and who Quilter is selling to (42:48) Pricing (44:04) Where Quilter is seeing the most market pull right now (45:21) What makes Quilter an exciting company to work at or invest (47:14) The effects of closed research in private companies for the industry (49:25) Open source vs closed source (51:14) What Sergiy would advise to himself in his early founder (53:59) What drew Sergiy to working with Benchmark (56:19) Wrap

Google DeepMind researchers Keerthana Gopalakrishnan and Ted Xiao discuss their latest breakthroughs in AI robotics. Including models that enable robots to understand novel objects, learn from human demonstrations, and operate under ethical constraints. The conversation covers six groundbreaking papers that showcase rapid progress towards general-purpose robotics. SPONSORS: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the 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/ Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access. 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) Introduction (04:44) The Future of Robotics (14:40) Sponsors : Brave / Omneky (16:04) Inputs and Outputs (24:03) A Leap Towards Generalist Robots (32:08) Sponsors : Plumb / Squad (33:52) Learning in Robotics (41:12) Learning from On-the-Fly Examples (41:57) Annotating Robot Actions (50:17) Scaling and Safety (01:03:05) Learning to Learn Faster (01:08:43) Zero-Shot Learning (01:15:15) Future Directions

In this episode, we delve into the intricate world of AI inference with cofounders of Firework AI. Discover the strategies behind optimizing AI performance, the importance of balancing latency and throughput, and the nuances of different AI architectures from GPT-3 to Stable Diffusion. Learn about their partnership with Stability AI, their unique focus on reducing total cost of ownership, and their vision for a seamless developer experience. RECOMMENDED PODCAST: How Do You Use ChatGPT with Dan Shipper. Dan Shipper talks to programmers, writers, founders, academics, tech executives, and others to walk through all of their ChatGPT use cases (including Nathan!). They even use ChatGPT together, live on the show. Listen to How Do You Use ChatGPT? from Dan Shipper and the team at Every, wherever you get your podcasts: https://link.chtbl.com/hdyuchatgpt SPONSORS: 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/ 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 Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access. 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) Introduction (00:08:34) Compute Stack (00:19:23) Fireworks Product Philosophy (00:24:11) Sponsors : Brave / Omneky (00:25:40) Fine-tuning Strategy (00:38:40) Sponsors : Plumb / Squad (00:40:33) NVIDIA Stack Overview (00:47:14) TensorFlow Triton Service (00:55:25) Reduced Precision Advantages (01:03:57) Different Deployment Scenarios (01:08:27) Seeking Intuition on Sharding (01:19:28) Announcing Stability AI Partnership (01:32:00) Closing Remarks

In this episode, we explore the cutting-edge world of AI-powered brain imaging with the MindEye2 Project. Discover how researchers are reconstructing images from fMRI data, offering unprecedented insights into the human mind. We discuss the implications for neuroscience, clinical diagnosis, and the future of AI-assisted brain decoding. RECOMMENDED PODCAST: How Do You Use ChatGPT with Dan Shipper. Dan Shipper talks to programmers, writers, founders, academics, tech executives, and others to walk through all of their ChatGPT use cases (including Nathan!). They even use ChatGPT together, live on the show. Listen to How Do You Use ChatGPT? from Dan Shipper and the team at Every, wherever you get your podcasts : https://link.chtbl.com/hdyuchatgpt SPONSORS: 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/ 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 Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access. 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) Introduction (07:24) Evolution of Brain Decoding Tech (10:33) From MindEye1 to MindEye2 (14:12) Sponsor: Omneky (14:43) Foundation Models for Enhanced AI (26:49) Future of Image Reconstruction from Brain Data (34:10) Sponsors: Brave / Plumb / Squad (44:23) Evaluating AI-Generated Reconstructions (48:10) Understanding Semantic Info in the Brain (51:47) Potential and Ethics of Brain Data Usage (57:13) Foundation Models in Neuroscience (01:02:46) Future of Brain-Computer Interfaces

In this episode, Linus Lee, AI product leader at Notion, joins us to discuss his groundbreaking projects and unique approach to exploring AI systems. He shares his toolkit and insights on language model capabilities, along with his vision for the future of AI, which is centered on amplifying human intelligence. Linus inspires listeners to engage deeply with AI and to steer its development in ways that enhance human creativity and agency. RECOMMENDED PODCAST: How Do You Use ChatGPT Dan Shipper talks to programmers, writers, founders, academics, tech executives, and others to walk through all of their ChatGPT use cases (including Nathan!). They even use ChatGPT together, live on the show. Listen to How Do You Use ChatGPT? from Dan Shipper and the team at Every, wherever you get your podcasts. https://link.chtbl.com/hdyuchatgpt SPONSORS: 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/ 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 Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access. 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) Introduction (10:16) AI and Creativity (14:37) Sponsor: Omneky (14:57) AI Research Development (20:05) Bridging Modalities (32:38) Sponsor: Brave / Plumb / Squad (35:36) Transformer Models and Techniques (52:32) Personal AI Research Setup (58:55) Leveraging Language Models for Coding (01:02:05) AI Model Development and Notion AI (01:22:05) Future of AI Models and App Development (01:32:51) Emerging Trends in AI

In this podcast, Nathan and Nick dive deep into the data requirements for achieving Artificial General Intelligence. They explore the current paradigms, the role of data in approximating intelligence, and the scaling trends for GPT models. The discussion covers various datasets, from email and Twitter to YouTube and genomic data, as they analyze the feasibility of reaching the target of 100 trillion high-quality tokens. While the bull case suggests an abundance of data, the bear case highlights the limits on high-quality data, prompting a fascinating exploration of what makes data good for AI and the potential for AI to generate its own data. Sponsors 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/ 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 Head to Squad to access global engineering without the headache and at a fraction of the cost: head to http://choosesquad.com/ and mention “Turpentine” to skip the waitlist. Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access. Chapters (00:00) Introduction (05:04) Scaling Hypothesis of Intelligence (07:32) Is There Enough High Quality Data? (10:19) Algorithms Impacting Data Requirements (17:42) Sponsor : Omneky (18:04) Estimating High Quality Token Requirements (24:07) Astronomy and YouTube Data Scale (29:42) Genomics Data (37:58) Sponsors : Brave / Plumb / Squad (41:16) Code Datasets and Synthetic Data (45:48) The Bear Case: Quality and Usability of Data (50:54) Investment Trends and Compute Efficiency (54:19) Training Run (57:21) Synthetic Data Generation and Self-Play

In this episode, we explore the Chinese AI ecosystem with 'L-squared,' an anonymous tech worker based in Beijing. We discuss major players, model quality, public engagement, regulation, and the US 'chip ban.' Discover the similarities and differences between US and Chinese AI landscapes, and gain a nuanced perspective on the current state of AI in China. USEFUL RESOURCES: Testing Chinese models: Yi-34B-Chat (made by Kai-Fu Lee's team 01.AI) can be tried out via Replicate (https://replicate.com/01-ai/yi-34b-chat) or Hugging Face. You can also use the ChatGLM playground (https://open.bigmodel.cn/trialcenter) and Baidu's ERNIE (https://yiyan.baidu.com/) without a Chinese SIM card. Benchmarking models: SuperCLUE is one of the most prominent benchmarks - the latest results are on GitHub (https://github.com/CLUEbenchmark/SuperCLUE) and the paper explaining the methodology is here (https://arxiv.org/abs/2307.15020). Regulation: Explainer (https://carnegieendowment.org/2023/07/10/china-s-ai-regulations-and-how-they-get-made-pub-90117) from Matt Sheehan; piece (https://www.chinatalk.media/p/how-tight-ai-regs-hurt-chinese-firms) on how genAI regs are affecting Chinese companies. US-China competition: Jeff Ding's work (https://www.tandfonline.com/doi/full/10.1080/09692290.2023.2173633) on the diffusion deficit in S&T; Bloomberg piece (https://www.bloomberg.com/graphics/2023-china-huawei-semiconductor/) on Huawei's semiconductor development efforts. Staying up to date: Sign up to alerts from CSET's Scout tool (https://scout.eto.tech/); subscribe to Concordia AI's AI safety (https://aisafetychina.substack.com/) in China newsletter (disclaimer: I used to work at Concordia!) A 2016 profile (https://chinai.substack.com/p/chinai-37-happy-20th-anniversary) on Microsoft Research Asia by Wang Jingjing, covered in Jeff Ding's ChinAI newsletter 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, instead of...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 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 http://www.omneky.com/ 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 Head to Squad to access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist. Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access. TIMESTAMPS: (00:00) Introduction (07:24) China's AI Ecosystem (13:40) Public AI Engagement (17:33) Sponsors : OCI / Omneky (18:50) AI Tools Comparison (35:37) Sponsors : Brave / Squad / Plumb (39:14) AI Regulatory Maze (51:02) AI Performance, Censorship (55:28) Chinese AI Regulations (01:04:37) Tech, Research Role (01:12:11) Global AI Ecosystem (01:23:22) Cultural AI Perspectives (01:29:14) AI Safety, Cooperation

In this episode, Nathan sits down with Andrew Lee, founder of Shortwave, an AI-powered email app that describes itself as “the smartest email app on planet earth.” They discuss Shortwave’s RAG stack, how the AI assistant works, the models Shortwave is using, and much more. This is truly a masterclass in RAG app development. Sponsors : Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the 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 Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access. Head to Squad to access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist. TIMESTAMPS: (00:00) - Intro (01:07) - Shortwave: AI-Powered Email (06:22) - Genesis of Shortwave (15:25) - Sponsors: Oracle / Omneky (16:46) - Data Processing Pipeline (21:57) - Choosing a Vector Database (26:34) - How the AI Assistant Works (36:24) - Sponsors: Brave / Plumb / Squad (40:53) - Fine-Tuning & Hosting Models (45:11) - Email Automation (47:55) - Email Retrieval (51:44) - Optimizing AI Performance (53:20) - Safety & Embedded Ethics (01:04:51) - Strategic Product Launches (01:09:58) - Inbox Management (01:12:24) - The Future of Collaborative AI (01:18:54) - Scaling Personalized Outreach (01:26:04) - Closing Thoughts & What's Next

In this episode, we dive deep into the inner workings of large language models with Professor David Bau and grad students Koyena Pal and Eric Todd from Northeastern University. Koyena shares insights from her Future Lens paper, which shows that even mid-sized language models think multiple tokens ahead. Eric discusses the fascinating concept of Function Vectors - complex patterns of activity spread across transformer layers that enable in-context learning. Professor Bau connects the dots between these projects and the lab's broader interpretability research agenda, identifying key abstractions that link low-level computations to higher-level model behaviors. 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 ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more. 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 www.omneky.com 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 Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access. Head to Squad to access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist. TIMESTAMPS: (00:00) Intro (04:03) Reverse Engineering AI (10:10) Factual Knowledge Localization (16:34) Sponsors: Oracle | Omneky | On Deck (18:27) Future Lens Paper Intro (23:54) Choosing GPT-J (26:54) Vocabulary Prediction (30:36) Sponsors: Brave | Plumb | Squad (33:13) Fixed Prompt (35:57) Soft Prompt (41:32) Future Lens Results Analysis (51:50) Tooling & Open Source Code (56:07) Larger Models & Mamba Probes (1:04:10) Function Vectors Paper (1:09:39) Extracting & Patching Vectors (1:13:30) Encoding Task Understanding (1:15:36) Expert Models Implications (1:18:09) Conclusion

In this episode, Nathan sits down with Elicit co-founders Andreas Stuhlmüller and Jungwon Byun to discuss their mission to make AI-assisted research more accessible and reliable. Learn about their unique approach to task decomposition, which allows language models to accurately tackle complex research questions. We delve into the company's tech stack, their transition from nonprofit to startup, and their dedication to creating trustworthy AI tools for high-stakes applications. Join us for an exploration of the future of AI in research. The Cognitive Revolution is part of the Turpentine podcast network. Learn more: www.turpentine.co HELPFUL LINKS: Elicit : https://elicit.com/ Andreas Stuhlmüller : https://twitter.com/stuhlmueller Jungwon Byun : https://twitter.com/jungofthewon 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 ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more. 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 www.omneky.com 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 Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access. Head to Squad to access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist. TIMESTAMPS: (00:00:30) Intro (00:05:05) What is Elicit? (00:06:03) Vision for Elicit (00:10:10) Making research transparent (00:11:58) How to use it? (00:15:27) Sponsors: Oracle | On Deck | Omneky (00:18:21) Task Decomposition (00:23:48) Defining the task (00:26:30) Eliciting fine-grained evaluations (00:28:06) Hallucination rates (00:30:22) Models in play (00:31:30) Sponsors: Brave | Plumb | Squad (00:34:26) Shipping a new feature every week (00:36:10) What was not possible a year ago? (00:38:26) Chain of thought (00:43:47) Tactically, how to structure the chain of thought (00:45:21) Data sets and fine-tuning (00:51:23) Scaffolding (00:53:22) Translating structure into more compute (00:54:27) Infrastructure for investigating papers in detail (00:59:50) Emphasis on high-value use cases over speed (01:00:33) Balancing long-term safety and misuse concerns (01:02:36) Monitoring research progress for negative impact (01:06:05) Evolving user base and usage patterns (01:06:52) Biomedicine as a key domain for Elicit (01:08:57) Expanding results and depth of processing (01:11:40) Reorganizing information for better understanding (01:13:12) Habit formation and frequency of use (01:14:43) The concept of an AI bundle subscription (01:18:09) Nonprofit to Commercial Venture (01:20:08) Nonprofit Team and Commercial Mission (01:20:39) Hiring Needs at Elicit

In this second part of a two episode series, Nathan and AI scout Jason Meaux provide a sweeping overview of the first 90 days of Mamba-inspired research. They discusstMamba's application to computer vision, experiments in extending effective context length, the potential problem of internal rotting states, and the use of hybrid SSMs in biology.Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api LINKS: Show Notes and Paper Links: https://docs.google.com/document/d/1NK_a3deVL_aczORmSRw8LyujNPotpO7Kd90sIRj9Qx0/edit?usp=sharing Nathan's original Mamba Deep Dive Spotify: https://open.spotify.com/episode/3b3zeDVU6fE2yV9vdNVLqX?si=dc7a885d601d4a58 Apple: https://podcasts.apple.com/us/podcast/emergency-pod-mamba-memory-and-the-ssm-moment/id1669813431?i=1000639397566 X/SOCIAL: @labenz (Nathan) SPONSORS: ORACLE | OMNEKY | BRAVE | ON DECK | SQUAD 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 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 www.omneky.com 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://brave.com/api ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more. 💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist. TIMESTAMPS: (00:00) - Episode Start (00:01:14) - Nathan and Jason’s Bet (00:04:51) - U-Mamba (00:15:10) - Sponsors: Oracle | Omneky (00:06:08) - Swin U-Mamba (00:18:59) - Vision Mamba (00:24:30 - VMamba (00:27:26) - VM-UNet (00:30:37) - Sponsors: Brave | On Deck (00:35:15) - SegMamba (00:36:59) - Vivim (00:37:31) - Mamba Morph (00:39:01) - Graph Mamba (00:43:15) - Long Mamba (00:59:54) - Evo and StripedHyena The Cognitive Revolution is produced by Turpentine: a media network covering technology, business, and culture. Producer: Vivian Meng Editor: Graham Bessellieu For sponsor or guest inquiries, email: vivian@turpentine.co

In this first part of a two episode series, Nathan and AI scout Jason Meaux provide a sweeping overview of the first 90 days of Mamba-inspired research. They discuss the mechanistic underpinnings of Mamba architecture, Mamba's context capabilities, multi-modal applications in image segmentation and computer vision tasks, and much more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api RECOMMENDED PODCAST: Autopilot explores the adoption and rollout of AI in the industries that drive the economy and the dynamic founders bringing rapid change to slow-moving industries. From law, to hardware, to aviation, Will Summerlin interviews founders backed by Benchmark, Greylock, and more to learn how they're automating at the frontiers in entrenched industries. Listen on Spotify: https://open.spotify.com/show/6YQZkKHN7EP2yWedAvSxBC?si=18377c69a2804333 Listen on Apple: https://podcasts.apple.com/ca/podcast/autopilot-with-will-summerlin/id1738163836 LINKS: Show Notes and Paper Links: https://docs.google.com/document/d/1NK_a3deVL_aczORmSRw8LyujNPotpO7Kd90sIRj9Qx0/edit?usp=sharing Nathan's original Mamba Deep Dive Spotify: https://open.spotify.com/episode/3b3zeDVU6fE2yV9vdNVLqX?si=dc7a885d601d4a58 Apple: https://podcasts.apple.com/us/podcast/emergency-pod-mamba-memory-and-the-ssm-moment/id1669813431?i=1000639397566 X/SOCIAL: @labenz (Nathan) SPONSORS: ORACLE | OMNEKY | SQUAD | BRAVE 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 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 www.omneky.com 💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist. 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://brave.com/api ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more.

In this episode, Nathan sits down with Adam Gleave, founder of Far AI, for a masterclass on AI exploitability. They dissect Adam's findings on vulnerabilities in GPT-4's fine-tuning and Assistant PIs, Far AI's work exposing exploitable flaws in "superhuman" Go AIs through innovative adversarial strategies, accidental jailbreaking by naive developers during fine-tuning, and more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api RECOMMENDED PODCAST: Autopilot explores the adoption and rollout of AI in the industries that drive the economy and the dynamic founders bringing rapid change to slow-moving industries. From law, to hardware, to aviation, Will Summerlin interviews founders backed by Benchmark, Greylock, and more to learn how they're automating at the frontiers in entrenched industries. Listen on Spotify: https://open.spotify.com/show/6YQZkKHN7EP2yWedAvSxBC?si=18377c69a2804333 Listen on Apple: https://podcasts.apple.com/ca/podcast/autopilot-with-will-summerlin/id1738163836LINKS: LINKS: Far AI: https://far.ai/author/adam-gleave/ X/SOCIAL: @labenz (Nathan) @ARGleave (Adam) @FARAIResearch (Far.AI) 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 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 www.omneky.com 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://brave.com/api ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more. 💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist. TIMESTAMPS: (00:00:00) Episode Preview (00:01:25) The alarming reality of AI exploits: from accidental jailbreaking to malicious attacks. (00:16:45) The Assistants API: a new frontier for AI exploitation. (00:41:54) The ethical dilemma of AI security research and disclosure. (00:51:36) Exploring AI vulnerabilities: a deep dive into GPT-4's exploits. (00:51:47) The challenge of AI robustness and the 'Accidental Jailbreaking' phenomenon. (00:52:39) Navigating the Assistants API: security risks and malicious exploits. (00:53:27) The robustness tax: balancing AI safety with performance. (01:07:42) Unveiling flaws in superhuman Go-playing AIs: a gray-box investigation. (01:36:50) Empirical scaling laws for adversarial robustness: a future focus. (01:41:53) Closing remarks and opportunities at FAR AI The Cognitive Revolution is produced by Turpentine: a media network covering technology, business, and culture. Producer: Vivian Meng Editor: Graham Bessellieu For sponsor or guest inquiries, email: vivian@turpentine.co

In this episode, Nathan sits down with Katja Grace, Cofounder and Lead Researcher at AI Impacts. They discuss the survey Katja and team conducted including over 2,700+ AI researchers, the methodology for the research, and the results’ implications for policymakers, the public, and the industry as a whole. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api LINKS: - Thousands of AI Authors on the Future of AI: https://aiimpacts.org/wp-content/uploads/2023/04/Thousands_of_AI_authors_on_the_future_of_AI.pdf -AI Impacts Site: https://aiimpacts.org/about/ -Linus episode: https://www.youtube.com/watch?v=wdmvtVTZDqE&pp=ygUJbGludXMgbGVl X/SOCIAL: @labenz (Nathan) @KatjaGrace (Katja) @AIImpacts 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 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 www.omneky.com 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://brave.com/api ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more. This show is produced by Turpentine: a network of podcasts, newsletters, and more, covering technology, business, and culture — all from the perspective of industry insiders and experts. We’re launching new shows every week, and we’re looking for industry-leading sponsors — if you think that might be you and your company, email us at erik@turpentine.co. 💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist. Producer: Vivian Meng Editor: Graham Bessellieu

In this episode, Nathan sits down with Tim Reutemann, author of “Liquid Reign”. They discuss liquid democracy, reshaping political participation using AI and biometrics, and practical advances in technology and their impacts on identity verification, rehabilitation, and gaming. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api LINKS: Liquid Reign Book: https://www.amazon.ca/Liquid-Reign-Tim-Reutemann/dp/1981029176 Tim Reutemann's Medium: https://tim-reutemann.medium.com/ Audrey Tang: https://en.wikipedia.org/wiki/Audrey_Tang X/SOCIAL: @labenz (Nathan) @TimReutemann (Tim) 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 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 www.omneky.com 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://brave.com/api ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more. 💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist. TIMESTAMPS: (00:00:00) - Exploring the power of your vote in a futuristic AI world. (00:01:25) - Imagining a positive future with advanced AI. (00:02:35) - Diving into 'Liquid Reign’: A vision of AI-transformed society. (00:05:58) - The journey of writing 'Liquid Reign’: From thought experiment to novel. (00:09:07) - The mechanics of liquid democracy and AI integration. (00:15:59) - Sponsors: Oracle | Omneky (00:12:51) - Unpacking the technology stack behind the futuristic society. (00:16:00) - Exploring the progress and challenges in AI and cryptography. (00:25:28) - Switzerland’s unique way of getting citizens involved in democracy (00:28:45) - Sponsors: Brave | On Deck (00:47:58) - The future of open source and security in an AI-driven world. (00:52:02) - Exploring the depths of cybersecurity and paranoia. (00:52:47) - The future of human-computer interfaces: Chips, VR, and beyond. (00:54:11) - The ethical dilemma of invasive technologies. (00:56:45) - The evolution of VR: From gaming to rehabilitation. (01:30:48) - Navigating the complexities of AI and privacy. (01:37:27) - Envisioning a positive future: The role of AI in society.

In this episode, Nathan sits down with Pablo Arredondo, VP of CoCounsel for Thomson Reuters. They discuss the evolution of legal research, how GPT-4 has changed legal practices, security and privacy in AI driven legal services, and more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api X/SOCIAL: @labenz (Nathan) @tweetatpablo (Pablo) @casetext LINKS: Casetext: https://casetext.com/ Cognitive Revolution (new feed): https://cognitiverevolution.ai/ 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 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 www.omneky.com 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://brave.com/api ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more. 💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist. TIMESTAMPS (00:00:00) Episode preview (00:01:42) The evolution of legal research: From books to AI (00:02:19) The game-changing impact of GPT-4 on legal practices (00:04:01) Exploring the future of legal AI with Pablo Arredondo (00:04:34) The birth and evolution of CaseText (00:07:06) Revolutionizing legal research with AI and large language models (00:14:42) The leap to GPT-4: A new era for legal tech (00:16:42) Navigating the challenges and opportunities of AI in law (00:27:41) The continuous evolution of AI in legal tech (00:43:46) The importance of rigorous testing in AI deployment (00:45:19) The importance of testing in legal tech (00:45:46) Merging with Thomson Reuters: A new era of quality control (00:46:49) Harnessing GPT-4 for legal document review (00:48:27) Innovations in legal tech: Beyond GPT-4 (00:49:00) The evolution of legal research and document management (00:49:54) Exploring the potential of AI in legal firms (00:51:37) Security and privacy in AI-driven legal services (00:52:43) The future of vector databases in legal tech (00:54:10) AI-assisted legal assistance: A new frontier (00:58:41) The pricing strategy and market response to AI legal tools (01:10:18) The future of law and AI integration (01:23:18) Reflections on being acquired by Thomson Reuters (01:26:07) Closing thoughts: The impact of LLMs on justice