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

Author: Erik Torenberg, Nathan Labenz

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A biweekly podcast where hosts Nathan Labenz and Erik Torenberg interview the builders on the edge of AI and explore the dramatic shift it will unlock in the coming years.

The Cognitive Revolution is part of the Turpentine podcast network. To learn more: turpentine.co

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This 20-min episode comes from our friend Nathaniel Whittemore's excellent daily podcast The AI Breakdown Podcast. This episode aired on June 1, 2023, and covers the latest developments from OpenAI, including new features, a cybersecurity grant program, and their new process rewards model for trading. We hope you enjoy it as much as we do. We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com. RECOMMENDED PODCAST: The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord. https://link.chtbl.com/hrheretics SPONSOR: Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptions using AI. Sign up for $1/month trial period: https://shopify.com/cognitive 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. Subscribe to The AI Breakdown podcast: https://pod.link/1680633614 Subscribe to The AI Breakdown on YouTube: https://www.youtube.com/@TheAIBreakdown
Dive into an accessible discussion on AI safety and philosophy, technical AI safety progress, and why catastrophic outcomes aren't inevitable. This conversation provides practical advice for AI newcomers and hope for a positive future. Consistently Candid Podcast : https://open.spotify.com/show/1EX89qABpb4pGYP1JLZ3BB SPONSORS: Oracle Cloud 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. 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 CHAPTERS: (00:00:00) About the Show (00:03:50) Intro (00:08:13) AI Scouting (00:14:42) Why arent people adopting AI more quickly? (00:18:25) Why dont people take advantage of AI? (00:22:35) Sponsors: Oracle | Brave (00:24:42) How to get a better understanding of AI (00:31:16) How to handle the public discourse around AI (00:34:02) Scaling and research (00:43:18) Sponsors: Omneky | Squad (00:45:03) The pause (00:47:29) Algorithmic efficiency (00:52:52) Red Teaming in Public (00:55:41) Deepfakes (01:01:02) AI safety (01:04:00) AI moderation (01:07:03) Why not a doomer (01:09:10) AI understanding human values (01:15:00) Interpretability research (01:18:30) AI safety leadership (01:21:55) AI safety respectability politics (01:33:42) China (01:37:22) Radical uncertainty (01:39:53) P(doom) (01:42:30) Where to find the guest (01:44:48) Outro
In this episode of the Cognitive Revolution, join us as we dive into a compelling conversation with Josep M. Pujol, Chief of Search at Brave, about the complexities of developing a privacy-focused search engine. Explore how Brave maintains user data privacy while managing over 1 million searches per hour with an AI-powered system. Gain insights into the significance of human evaluation in AI and learn about the potential of the Brave Search API. Don't miss the shared Google collab notebook link in the show notes! 🔥 Apply to join over 400 founders and Execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj Google collab notebook : https://colab.research.google.com/drive/1AxQD-bDePl1l90A_gwvfAGXBIl92ERKy#scrollTo=WrhGZsvbxZy8 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 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. 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: 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 CHAPTERS: (00:00:00) Introduction (00:05:46) Brave (00:07:52) How Brave collects data (00:10:45) The problem is not the data (00:14:02) How Brave builds its index (00:16:36) PageRank (00:21:07) Sponsors: Oracle | Brave (00:23:14) Brave Search (00:26:26) Hardware improvements (00:28:33) Language models (00:34:17) Noise reduction in vertical search (00:36:50) Fine-tuning models (00:43:09) Sponsors: Squad | Omneky (00:44:55) Ensemble approach (00:58:00) The future of the web (01:03:30) The business side of this (01:09:22) Brave Search users (01:14:21) Brave Search API vs. Google (01:20:00) Brave Search API Pricing (01:23:26) Brave Search API Use Cases
Dive into the world of AI investments with Eric Vishria of Benchmark and Sergiy Nesterenko of Quilter. Explore the future of AI in hardware design, the strategies for venture capital investment in the AI era, and the impact on society. Discover why Benchmark has yet to invest in foundation model companies and the significance of solving enduring problems in this dynamic field. Join us for an eye-opening discussion on the intersection of AI technology and business innovation. 🔥 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 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. 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 - The Riff with Byrne Hobart 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 CHAPTERS: (00:00:00) Introduction (00:10:12) The Idea Maze (00:12:28) Disruptive Approach (00:15:47) Sparse reward problem (00:18:26) Sponsors: Oracle | Brave (00:20:34) Reliability of the reward signal (00:28:12) Model size and compute (00:30:14) Simulation methods (00:35:48) Superhuman circuit board design (00:38:53) Sponsors: Squad | Omneky (00:40:38) What does the future of circuit board design look like? (00:43:11) How do I make money in AI? (00:46:18) What is cutting edge? (00:48:34) Researchers vs. engineers (00:50:51) Call for startups
In this episode of the Cognitive Revolution, Nathan engages in a critical dialogue with Flo Crivello on the trajectory of AI development. They touch upon the imminent arrival of AGI, the potential risks of a US-China AI arms race, and the complexities of AI safety and international cooperation. Explore their perspectives on regulation, technological progression, and the ethical dilemmas facing the AI community. This conversation is essential for anyone interested in understanding the challenges at the intersection of AI technology and global politics. 🔥 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 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. 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 - The Riff with Byrne Hobart 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 CHAPTERS: (00:00:00) Introduction (00:11:14) GPT-4.0 (00:14:56) AI arms race (00:18:23) Devon and GitHub workspaces (00:20:08) Sponsors: Oracle | Brave (00:22:16) The AGI discourse (00:25:29) The invisible protection (00:29:33) AI arms race (00:34:41) Stalling out (00:38:33) P(doom) (00:43:38) China (00:43:38) Sponsors: Squad | Omneky (00:45:24) Government (00:48:05) What should we do? (00:51:35) Open sourcing models (00:54:17) Manhattan Project for Alignment (00:57:26) Current State of Play (01:01:39) How much more mundane utility can we get? (01:04:54) How much of what we are building is future proof? (01:07:41) Adoption, acceleration, hyperscaling, pause (01:10:17) OpenAI leadership (01:14:32) Future of Live Players (01:17:38) Big Tech Singularity (01:21:30) AGI is Coming
Join us for an engaging chat with Logan Kilpatrick where we discuss the latest AI developments and Google's strategy in pushing the boundaries of artificial intelligence. Learn about the competitive state of AI, the groundbreaking Gemini 1.5 Flash model, and get a glimpse into the future of AI fine-tuning. Gain insights on Google DeepMind's research and its impact, the differences between various Google AI products, and debunking AI rumors. Whether you're an AI enthusiast or a professional in the field, this conversation with an AI industry insider offers valuable perspectives on applying AI in business and understanding the rapid advancements in this dynamic sector. 🔥 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 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. 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 - The Riff with Byrne Hobart 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 CHAPTERS: (00:00:00) Introduction (00:07:29) Google culture (00:11:01) DeepMind and Google (00:15:49) Native multimodality (00:18:17) Sponsors: Oracle | Brave (00:20:24) What to focus on (00:23:40) LMSYS leaderboard (00:27:46) Rumors (00:36:32) AI is too cheap to meter (00:39:17) Open AI Assistant (00:40:14) Sponsors: Squad | Omneky (00:41:59) Dogfooding (00:48:58) AI Studio (00:52:28) Native Multimodal (00:55:57) VideoFX (01:01:09) Competition (01:04:07) What to do with AGI (01:09:19) Closing
Tune in to this special episode of the Cognitive Revolution for AI scouting report. We cover the state of the art in AI applications for medicine, key AI concepts, and how these technologies could influence society. SPONSORS: Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to 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 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. 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 - The Riff with Byrne Hobart 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 CHAPTERS: (00:00:00) Introduction (00:06:13) Current State of the Art (00:08:34) Medicine (00:13:49) AI limitations (00:17:01) AI capabilities (00:17:02) Sponsors: Oracle | Brave (00:19:09) How AI works (00:24:05) Information processing (00:28:51) Curated data sets (00:32:52) Sponsors: Squad | Omneky (00:34:38) Transformer (00:37:11) Scaling (00:39:59) Emergence (00:44:03) Grokking (00:50:30) Best practices for business (00:53:38) Live Players (00:58:33) What to Watch (01:00:35) Final Thoughts
In this groundbreaking episode of the Cognitive Revolution, we explore the intersection of AI and biology with expert Amelie Schreiber. Learn about the advances in drug design, protein network engineering, and the unfolding AI revolution in scientific discovery. Discover the implications for human health, longevity, and the future of biological research. Join us as we delve into an exciting conversation that may redefine our understanding of biology and medicine. Further links : Follow Amelie here : https://x.com/amelie_iska, https://huggingface.co/AmelieSchreiber Read Amelie's blog here : https://huggingface.co/blog/AmelieSchreiber/protein-optimization-and-design 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 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. 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) Introduction (00:04:53) Introduction to Amelie Schreiber and the Podcast (00:08:59) Understanding Protein Interactions (00:11:45) Traditional Methods vs. AI Approaches (00:13:51) Molecular Dynamics and AI Models (00:18:02) AlphaFold and Protein Structure Prediction (00:18:43) Sponsors: Oracle | Brave (00:20:51) Protein Dynamics and New AI Models (00:32:36) Sponsors: Squad | Omneky (00:34:22) Challenges in Protein Interaction Models (00:44:44) Generalization and Data Splitting in AI Models (00:48:43) Advanced AI Models for Protein Complexes (00:52:25) Practical Applications of AI in Biochemistry (01:01:53) Designing Protein Sequences with Ligand and PNN (01:05:19) Binder Design and Fold Conditioning (01:08:48) Challenges and Bottlenecks in Drug Discovery (01:16:09) Adoption and Accessibility of New Technologies (01:21:04) Future Prospects and Ethical Considerations (01:37:08) The Role of AI Agents in Biological Research (01:40:18) Balancing Innovation and Safety in Biotechnology
Tune in as we explore the remarkable traits of Anthropic's Claude AI with Developer Relations Lead Alex Albert. Delve into the ethical considerations, responsible development standards, and the exceptional capabilities that set Claude apart. Gather insights on the AI industry's race to the top and find out about Anthropic's upcoming releases. Whether you're an AI enthusiast or a tech-savvy developer, this podcast offers a thought-provoking discussion on the future of ethical AI. SPONSORS: Oracle 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 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. 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) Introduction (00:06:15) Opus 3 (00:10:43) What are people not yet appreciating about the latest Claude models? (00:16:02) Why is Claude the best writer of all the language models? (00:18:38) Claude's subjective experience (00:18:39) Sponsors: Oracle | Brave (00:20:46) The moral status of Claude (00:25:24) The testing process (00:27:54) Anthropic's strategy (00:31:56) Sponsors: Squad | Omneky (00:33:42) Current state of competition (00:36:18) Convergence at the API level (00:42:32) Tool use (00:46:32) Fine-tuning (00:49:10) Best practices for app developers (00:56:09) Jailbreaking new models
Dive into the intricacies of AI ethics and safety concerns as we dissect the recent resignations of AI Safety Team from OpenAI. In this stimulating conversation, we unpack the challenges of aligning leadership vision with safety culture, explore legal implications of non-disparagement clauses, and discuss the future of AI alignment and superintelligence. Tune in for a thought-provoking analysis on the responsible path forward in AI development. SPONSORS: Oracle Cloud Infrastructure (OCI) is a 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 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. 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) Introduction (00:04:46) Compute resources (00:08:15) The straw that broke the camels back (00:13:35) Sponsors: Oracle | Brave (00:15:42) Dwarkesh interview with John Schulman (00:19:14) What should we do? (00:22:47) Strengthening the bill (00:25:11) Non-Disparagement Clauses (00:30:48) Sponsors: Squad | Omneky (00:32:33) Safety measures (00:39:05) SOFONs (00:43:22) AI movie concept (00:47:24) Forking Paths (00:49:44) Simulation Hypothesis (00:53:56) Doomer
Dive into a critical analysis of AI's rapidly evolving realm with Zvi Mowshowitz. Discover our take on Google's I-O event highlights, OpenAI's spring event, the big tech and startup AI dynamics, and the significant shifts in OpenAI's safety team. Gain insights into the competitive landscape, technological advancements, and strategic challenges that shape today's AI industry, as we explore the future's uncertainties and the potential for change. Part 2 is coming soon. SPONSORS: Oracle Cloud 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 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. 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) Introduction (00:03:01) Welcome to the Cognitive Revolution (00:06:35) The Reality of AI Demos: Hype vs. Practicality (00:09:30) Integrations and Universal Assistants: The Future of AI (00:15:39) Sponsors: Oracle | Brave (00:17:47) The Ethical and Social Implications of AI (00:31:53) AI's Role in Addressing Loneliness and Social Engagement (00:33:24) Sponsors: Squad | Omneky (00:35:12) The Future of AI: Subscription Models and Ethical Considerations (00:44:13) Exploring AI's Ethical Balancing Act (00:46:14) The Ethics of Personal AI Relationships (00:52:13) The Future of AI: Customization and Personalization (00:56:02) The Role of Multiple AI Friends in a Diverse Ecosystem (01:00:23) The Impact of AI on Market Dynamics and Competition (01:11:22) Big Tech's Dominance and Startup Ecosystem Challenges (01:22:54) Navigating the Tech Landscape: Opportunities and Challenges (01:25:47) The Importance of Future-Proofing in AI Development (01:28:26) Legal and Compliance Challenges in AI Implementation (01:30:43) Venture Capital and AI: Navigating the Investment Landscape (01:40:56) The Future of Employment in the Age of AI (01:50:15) The Departures from OpenAI's Safety Team: Implications and Insights
Dive into an in-depth conversation with Nathan and Robert Wright as they discuss AI's transformative potential, mechanistic interpretability, and the sobering realities of AI alignment research. Learn about the defensive strategies and safety measures necessary for managing advanced AI risks in an open source world. Don't miss the insights on AI-powered VR, and be sure to check out part one on the non-zero feed. Checkout the Part 1 of the conversation here : https://www.youtube.com/watch?v=s8bgB8TCdBs 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 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. 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) Introduction (00:07:13) AI in Governance (00:11:08) Sci-fi doomer (00:13:58) Sponsors: Oracle | Brave (00:16:05) The frontier models (00:20:22) Emergent behavior (00:23:48) Theory of mind (00:28:09) Mechanistic interpretability (00:34:12) Sponsors: Squad | Omneky (00:38:12) AI Alignment Techniques (00:42:38) The Sweet Spot of AI
Dive into the world of frontier AI development with California State Senator Scott Wiener's intricate detailing of SB 1047 bill. This podcast explores the delicate balance between accelerating AI innovation and ensuring stringent safety protocols, including potential implications for advanced AI models. Learn about the debates on government involvement, the need for independent third-party testing, and Senator Wiener's commitment to a measured approach to AI regulation. Join us for a thought-provoking discussion on the complexities of legislating emerging technologies. 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 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. 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) Introduction (00:05:47) Senator Scott Wiener (00:09:38) AI policy (00:13:56) AI worldview (00:16:20) Sponsors: Oracle | Brave (00:18:28) Burden on Developers (00:26:10) Developers reaction (00:28:43) Big tech companies opposing the bill (00:31:09) Open source models (00:34:57) Sponsors: Squad | Omneky (00:36:45) Illegal activities (00:41:15) Penalties (00:44:33) Third party testing (00:48:33) Transparency requirements for model development (00:53:07) Closing thoughts
Discover h​ow Adam Majmudar embarked on an exceptional journey to create the TinyGPU from scratch, with no experience in GPU design. This insightful podcast follows Adam's process from learning to implementation, highlighting the progressive contributions of countless engineers and the accelerating role of AI in the learning journey. Experience the unfolding of GPU architecture and gain a deeper appreciation for the technology driving today's AI advancements. RECOMMENDED PODCAST:  The AI Daily Brief If you’re looking for an edge to stay up to date on everything AI, subscribe to Nathaniel Whittemore's AI Daily Brief which delivers tight episodes covering all things AI from legislation to new technologies to the philosophical debates around generalized intelligence.  Spotify:  https://open.spotify.com/show/7gKwwMLFLc6RmjmRpbMtEO Apple: https://podcasts.apple.com/us/podcast/the-ai-daily-brief-formerly-the-ai-breakdown/id1680633614 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 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. 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) Introduction (00:04:34) Intro (00:07:42) Learning Resources (00:12:11) What is the process of getting your chip back? (00:14:38) What is the scope of the project? (00:17:18) Sponsors: Oracle | Brave (00:19:25) Prioritization (00:23:19) Memory management (00:33:19) What instructions to include? (00:38:03) Sponsors: Squad | Omneky (00:40:42) Registers (00:48:29) Memory Limitations (00:57:51) Compute Pattern (01:01:14) Dispatcher (01:07:50) How does it get translated into hardware? (01:21:07) Compute Core Execution (01:24:57) The Fetcher (01:27:07) Memory controllers (01:37:49) Simulating the design (01:41:09) What did you learn? (01:50:36) Conclusion
Dive into the nuanced debate over California's SB 1047 AI legislation with Nathan Calvin, Dean Ball, and Steve Newman. Our expert panel discussion explores the bill's intent, dispels misconceptions, and debates its potential impact on technology and regulation. Learn about AI's tail risks, the role of government, and hear suggestions for improving the legislation. Share your thoughts and join the conversation around shaping a positive AI future. You can reach out and share your thoughts by using the contact form here : https://www.cognitiverevolution.ai/contact/ RECOMMENDED PODCAST:  The AI Daily Brief If you’re looking for an edge to stay up to date on everything AI, subscribe to Nathaniel Whittemore's AI Daily Brief which delivers tight episodes covering all things AI from legislation to new technologies to the philosophical debates around generalized intelligence.  Spotify:  https://open.spotify.com/show/7gKwwMLFLc6RmjmRpbMtEO Apple: https://podcasts.apple.com/us/podcast/the-ai-daily-brief-formerly-the-ai-breakdown/id1680633614 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 (00:05:45) Opinions (00:11:57) The Bill (00:17:05) Elevated discussion (00:18:51) Sponsors: Brave | Omneky (00:20:18) AI Doctor (00:22:55) Centralized Regulator (00:26:29) SB 1047 (00:27:47) Critical infrastructure (00:31:51) Should we regulate? (00:39:00) Sponsors: Squad (00:40:28) Safety standards for training (00:46:09) What is 10^26 flops? (00:52:10) Regulating general purpose technology (00:53:42) AI regulation (00:58:31) Societal adaptation (01:01:18) AI safety (01:04:20) AI regulations (01:07:19) The current state of the industry (01:10:08) What industry wants changed (01:25:42) Safety is hard to legislate (01:33:06) How to decide the trajectory of AI? (01:45:52) Testing, Transparency, Whistleblower Provision (01:55:17) Closing thoughts
Join us as we explore the future of work in the age of artificial intelligence. Nathan shares essential strategies for college students, especially in computer science, to succeed in a landscape dominated by AI tools. Discover the most important skills to develop, how to use AI for efficiency, and insights into AI-driven task automation. Get valuable advice on incorporating AI into your work and resources for beginning your journey into AI professionalism. RECOMMENDED PODCAST:  The AI Daily Brief If you’re looking for an edge to stay up to date on everything AI, subscribe to Nathaniel Whittemore's AI Daily Brief which delivers tight episodes covering all things AI from legislation to new technologies to the philosophical debates around generalized intelligence.  Spotify:  https://open.spotify.com/show/7gKwwMLFLc6RmjmRpbMtEO Apple: https://podcasts.apple.com/us/podcast/the-ai-daily-brief-formerly-the-ai-breakdown/id1680633614 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. RECOMMENDED PODCAST:  The AI Daily Brief If you’re looking for an edge to stay up to date on everything AI, subscribe to Nathaniel Whittemore's AI Daily Brief which delivers tight episodes covering all things AI from legislation to new technologies to the philosophical debates around generalized intelligence.  Spotify:  https://open.spotify.com/show/7gKwwMLFLc6RmjmRpbMtEO Apple: https://podcasts.apple.com/us/podcast/the-ai-daily-brief-formerly-the-ai-breakdown/id1680633614 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 -- RECOMMENDED PODCAST:  The AI Daily Brief If you’re looking for an edge to stay up to date on everything AI, subscribe to Nathaniel Whittemore's AI Daily Brief which delivers tight episodes covering all things AI from legislation to new technologies to the philosophical debates around generalized intelligence.  Spotify:  https://open.spotify.com/show/7gKwwMLFLc6RmjmRpbMtEO Apple: https://podcasts.apple.com/us/podcast/the-ai-daily-brief-formerly-the-ai-breakdown/id1680633614 -- 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
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
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