"The Cognitive Revolution"

In this episode of The Cognitive Revolution, host Nathan Labenz speaks with Micha Kaufman, founder and CEO of Fiverr, about the company's new AI suite called Fiverr Go. Kaufman shares his unique values-based approach to AI implementation, which aims to empower human creators rather than replace them in the freelance marketplace. The conversation explores how Fiverr is attempting to build an AI-human hybrid model that maintains the incentives for human creativity while providing freelancers with tools to work more efficiently and monetize their distinctive styles, positioning itself as a counterpoint to AI platforms that devalue human creative work.

OpenAI's SWE-Lancer benchmark: https://openai.com/index/swe-lancer/

Upcoming Major AI Events Featuring Nathan Labenz as a Keynote Speaker

https://www.imagineai.live/

https://adapta.org/adapta-summit

https://itrevolution.com/product/enterprise-tech-leadership-summit-las-vegas/

SPONSORS:

Oracle Cloud Infrastructure (OCI): Oracle Cloud Infrastructure offers next-generation cloud solutions that cut costs and boost performance. With OCI, you can run AI projects and applications faster and more securely for less. New U.S. customers can save 50% on compute, 70% on storage, and 80% on networking by switching to OCI before May 31, 2024. See if you qualify at https://oracle.com/cognitive

Shopify: Shopify powers millions of businesses worldwide, handling 10% of U.S. e-commerce. With hundreds of templates, AI tools for product descriptions, and seamless marketing campaign creation, it's like having a design studio and marketing team in one. Start your $1/month trial today at https://shopify.com/cognitive

NetSuite: Over 41,000 businesses trust NetSuite by Oracle, the #1 cloud ERP, to future-proof their operations. With a unified platform for accounting, financial management, inventory, and HR, NetSuite provides real-time insights and forecasting to help you make quick, informed decisions. Whether you're earning millions or hundreds of millions, NetSuite empowers you to tackle challenges and seize opportunities. Download the free CFO's guide to AI and machine learning at https://netsuite.com/cognitive

PRODUCED BY:

https://aipodcast.ing

CHAPTERS:

(00:00) About the Episode

(06:33) Introduction and AI Wake-up Call

(08:26) New Standards for Work

(14:43) Freelancers vs Full-time Workers

(19:12) Fiverr Marketplace Evolution (Part 1)

(22:35) Sponsors: Oracle Cloud Infrastructure (OCI) | Shopify

(25:46) Fiverr Marketplace Evolution (Part 2)

(27:10) AI Impact on Marketplace

(32:46) Future Belongs to Hackers (Part 1)

(42:30) Sponsors: NetSuite

(43:58) Future Belongs to Hackers (Part 2)

(43:58) Why People Hire Others

(45:10) Philosophy Behind Fiverr Go

(55:35) Changing Internet Experiences

(01:00:08) Fiverr Go Product Suite

(01:06:59) AI Model Compatibility Challenges

(01:13:12) Future of Human Creation

(01:21:43) Tasks Humans Should Delegate

(01:27:24) AI Improving Market Liquidity

(01:29:31) Leadership in AI Transition

(01:35:04) Hiring in the AI Age

(01:40:04) Optimism for the Future

(01:41:08) Outro

In this thought-provoking episode of The Cognitive Revolution, host Nathan Labenz speaks with Jeremy and Edouard Harris, founders of Gladstone AI and authors of "America's Superintelligence Project." The conversation explores a critical dilemma facing US policymakers: balancing the race to develop advanced AI ahead of China against the risks of losing control of increasingly powerful systems. Drawing from their extensive research with intelligence officials and technical experts, the Harris brothers detail the vulnerabilities in US critical infrastructure that would need to be addressed for a Manhattan Project-style AI initiative, while raising profound questions about the security compromises and centralization of power such a project would entail. Nathan offers his perspective that international cooperation might be preferable to an AI arms race, inviting listeners to consider whether humanity's shared interests might ultimately outweigh geopolitical rivalries in the development of superintelligent systems.

Upcoming Major AI Events Featuring Nathan Labenz as a Keynote Speaker

https://www.imagineai.live/

https://adapta.org/adapta-summit

https://itrevolution.com/product/enterprise-tech-leadership-summit-las-vegas/

America’s Superintelligence Project: https://superintelligence.gladstone.ai

SPONSORS:

Box AI: Box AI revolutionizes content management by unlocking the potential of unstructured data. Automate document processing, extract insights, and build custom AI agents using cutting-edge models like OpenAI's GPT-4.5, Google's Gemini 2.0, and Anthropic's Cloud 3.7 Sonnet. Trusted by over 115,000 enterprises, Box AI ensures top-tier security and compliance. Visit https://box.com/ai to transform your business with intelligent content management today

Shopify: Shopify powers millions of businesses worldwide, handling 10% of U.S. e-commerce. With hundreds of templates, AI tools for product descriptions, and seamless marketing campaign creation, it's like having a design studio and marketing team in one. Start your $1/month trial today at https://shopify.com/cognitive

NetSuite: Over 41,000 businesses trust NetSuite by Oracle, the #1 cloud ERP, to future-proof their operations. With a unified platform for accounting, financial management, inventory, and HR, NetSuite provides real-time insights and forecasting to help you make quick, informed decisions. Whether you're earning millions or hundreds of millions, NetSuite empowers you to tackle challenges and seize opportunities. Download the free CFO's guide to AI and machine learning at https://netsuite.com/cognitive

Oracle Cloud Infrastructure (OCI): Oracle Cloud Infrastructure offers next-generation cloud solutions that cut costs and boost performance. With OCI, you can run AI projects and applications faster and more securely for less. New U.S. customers can save 50% on compute, 70% on storage, and 80% on networking by switching to OCI before May 31, 2024. See if you qualify at https://oracle.com/cognitive

PRODUCED BY:

https://aipodcast.ing

In this episode of the Cognitive Revolution podcast, the host Nathan Labenz is joined for the record 9th time by Zvi Mowshowitz to discuss the state of AI advancements, focusing on recent developments such as OpenAI's O3 model and its implications for AGI and recursive self-improvement. They delve into the capabilities and limitations of current AI models in various domains, including coding, deep research, and practical utilities. The discussion also covers the strategic and ethical considerations in AI development, touching upon the roles of major AI labs, the potential for weaponization, and the importance of balancing innovation with safety. Zvi shares insights on what it means to be a live player in the AI race, the impact of transparency and safety measures, and the challenges of governance in the context of rapidly advancing AI technologies.

Nathan Labenz's slide deck documenting the ever-growing list of AI Bad Behaviors: https://docs.google.com/presentation/d/1mvkpg1mtAvGzTiiwYPc6bKOGsQXDIwMb-ytQECb3i7I/edit#slide=id.g252d9e67d86_0_16

Upcoming Major AI Events Featuring Nathan Labenz as a Keynote Speaker

https://www.imagineai.live/

https://adapta.org/adapta-summit

https://itrevolution.com/product/enterprise-tech-leadership-summit-las-vegas/

SPONSORS:

Box AI: Box AI revolutionizes content management by unlocking the potential of unstructured data. Automate document processing, extract insights, and build custom AI agents using cutting-edge models like OpenAI's GPT-4.5, Google's Gemini 2.0, and Anthropic's Cloud 3.7 Sonnet. Trusted by over 115,000 enterprises, Box AI ensures top-tier security and compliance. Visit https://box.com/ai to transform your business with intelligent content management today

Shopify: Shopify powers millions of businesses worldwide, handling 10% of U.S. e-commerce. With hundreds of templates, AI tools for product descriptions, and seamless marketing campaign creation, it's like having a design studio and marketing team in one. Start your $1/month trial today at https://shopify.com/cognitive

NetSuite: Over 41,000 businesses trust NetSuite by Oracle, the #1 cloud ERP, to future-proof their operations. With a unified platform for accounting, financial management, inventory, and HR, NetSuite provides real-time insights and forecasting to help you make quick, informed decisions. Whether you're earning millions or hundreds of millions, NetSuite empowers you to tackle challenges and seize opportunities. Download the free CFO's guide to AI and machine learning at https://netsuite.com/cognitive

Oracle Cloud Infrastructure (OCI): Oracle Cloud Infrastructure offers next-generation cloud solutions that cut costs and boost performance. With OCI, you can run AI projects and applications faster and more securely for less. New U.S. customers can save 50% on compute, 70% on storage, and 80% on networking by switching to OCI before May 31, 2024. See if you qualify at https://oracle.com/cognitive

PRODUCED BY:

https://aipodcast.ing

In this crossover episode of The Cognitive Revolution, Nathan Labenz joins Liron Shapira of Doom Debates, for a wide-ranging news and analysis discussion about recent AI developments. The conversation covers significant topics including GPT-4o image generation's implications for designers and businesses like Waymark, debates around learning to code, entrepreneurship versus job security, and the validity of OpenAI's $300 billion valuation. Nathan and Leron also explore AI safety organizations, international cooperation possibilities, and Anthropic's new mechanistic interpretability paper, providing listeners with thoughtful perspectives on the high-stakes nature of advanced AI development across society.

All the links mentioned in the episode: https://docs.google.com/document/d/1LyFMLH5VpkhY7KfFBpgi2vhfbmdbDtQ4hh03KXEXyiE/edit?usp=sharing

SPONSORS:

Oracle Cloud Infrastructure (OCI): Oracle Cloud Infrastructure offers next-generation cloud solutions that cut costs and boost performance. With OCI, you can run AI projects and applications faster and more securely for less. New U.S. customers can save 50% on compute, 70% on storage, and 80% on networking by switching to OCI before May 31, 2024. See if you qualify at https://oracle.com/cognitive

Shopify: Shopify powers millions of businesses worldwide, handling 10% of U.S. e-commerce. With hundreds of templates, AI tools for product descriptions, and seamless marketing campaign creation, it's like having a design studio and marketing team in one. Start your $1/month trial today at https://shopify.com/cognitive

NetSuite: Over 41,000 businesses trust NetSuite by Oracle, the #1 cloud ERP, to future-proof their operations. With a unified platform for accounting, financial management, inventory, and HR, NetSuite provides real-time insights and forecasting to help you make quick, informed decisions. Whether you're earning millions or hundreds of millions, NetSuite empowers you to tackle challenges and seize opportunities. Download the free CFO's guide to AI and machine learning at https://netsuite.com/cognitive

PRODUCED BY:

https://aipodcast.ing

CHAPTERS:

(00:00) About the Episode

(02:58) Introduction and Guest Background

(08:23) P Doom Discussion

(13:15) Anthropic Leadership Concerns (Part 1)

(19:50) Sponsors: Oracle Cloud Infrastructure (OCI) | Shopify

(21:04) Sponsors: Oracle Cloud Infrastructure (OCI) | Shopify

(23:00) Anthropic Leadership Concerns (Part 2)

(29:34) GPT-4o Image Capabilities (Part 1)

(29:43) Sponsors: NetSuite

(31:11) GPT-4o Image Capabilities (Part 2)

(38:19) AI Impact on Creative Work

(48:26) Future of Software Engineering

(01:02:10) NVIDIA Stock Discussion

(01:09:21) OpenAI's $300B Valuation

(01:17:37) AI Models and Safety

(01:33:58) Packy's AI Concerns Critique

(01:46:41) Emmett Shear's Organic Alignment

(02:04:43) Anthropic's Interpretability Paper

(02:17:53) International AI Cooperation

(02:27:38) Outro

In this thought-provoking conversation, Helen Toner, Director of Strategy at the Center for Security and Emerging Technology (CSET), discusses her perspectives on AI development, regulation, and international competition. Toner shares insights from her time on OpenAI's board, clarifying that reports about a "Q*" breakthrough influencing the board's decision were "totally false." She introduces her concept of "adaptation buffers"—critical windows of time between when AI capabilities are first demonstrated and when they become widely accessible—arguing that society needs this time to build resilience against potential misuse. Toner also explores the challenges of implementing effective AI governance, military applications of AI decision support systems, and the complex dynamics of US-China relations in the emerging AI landscape.

Helen Toner's appearance on the TED AI show: https://www.ted.com/talks/the_ted_ai_show_what_really_went_down_at_openai_and_the_future_of_regulation_w_helen_toner

Helen Toner's substack : https://helentoner.substack.com/

Additional recommended reads:

https://helentoner.substack.com/p/nonproliferation-is-the-wrong-approach

https://cset.georgetown.edu/publication/ai-for-military-decision-making/

https://www.lawfaremedia.org/article/ai-regulation-s-champions-can-seize-common-ground-or-be-swept-aside

https://www.economist.com/by-invitation/2024/05/26/ai-firms-mustnt-govern-themselves-say-ex-members-of-openais-board

SPONSORS:

Oracle Cloud Infrastructure (OCI): Oracle Cloud Infrastructure offers next-generation cloud solutions that cut costs and boost performance. With OCI, you can run AI projects and applications faster and more securely for less. New U.S. customers can save 50% on compute, 70% on storage, and 80% on networking by switching to OCI before May 31, 2024. See if you qualify at https://oracle.com/cognitive

Shopify: Shopify powers millions of businesses worldwide, handling 10% of U.S. e-commerce. With hundreds of templates, AI tools for product descriptions, and seamless marketing campaign creation, it's like having a design studio and marketing team in one. Start your $1/month trial today at https://shopify.com/cognitive

NetSuite: Over 41,000 businesses trust NetSuite by Oracle, the #1 cloud ERP, to future-proof their operations. With a unified platform for accounting, financial management, inventory, and HR, NetSuite provides real-time insights and forecasting to help you make quick, informed decisions. Whether you're earning millions or hundreds of millions, NetSuite empowers you to tackle challenges and seize opportunities. Download the free CFO's guide to AI and machine learning at https://netsuite.com/cognitive

PRODUCED BY:

https://aipodcast.ing

CHAPTERS:

(00:00) Teaser

(06:04) Introduction and Background

(09:32) AI Timeline Perspectives

(12:26) OpenAI Board Experience

(17:04) OpenAI Culture Discussion (Part 1)

(19:20) Sponsors: Oracle Cloud Infrastructure (OCI) | Shopify

(20:33) Sponsors: Oracle Cloud Infrastructure (OCI) | Shopify

(22:30) OpenAI Culture Discussion (Part 2)

(24:03) OpenAI's Contradictory Messaging

(26:15) Whistleblowing in AI

(31:30) AI Transparency Requirements (Part 1)

(36:30) Sponsors: NetSuite

(37:58) AI Transparency Requirements (Part 2)

(38:38) Adaptation Buffers Concept

(44:06) Technical vs. Societal Solutions

(52:13) AI Regulation Approaches

(57:20) Iterative Deployment Challenges

(01:05:50) US-China AI Competition

(01:14:54) Military Decision Support Systems

(01:20:57) Future AI Military Equilibrium

(01:27:39) Outro

In this crossover episode from the China Talk podcast, Nathan Labenz shares a thought-provoking conversation between Jordan Schneider, Ilari Michaela, and Professor David C. Kang that challenges conventional Western perspectives on East Asian international relations. Professor Kang argues that studying East Asian history on its own terms reveals a remarkably stable geopolitical system spanning nearly a millennium, where China maintained regional dominance without conquest through compatible cultures and mutual understanding. This alternative framework offers valuable insights that question the seemingly inevitable US-China competition narrative dominating AI discourse, suggesting that internal challenges may be more significant than external threats for both China and the United States.

SPONSORS:

Oracle Cloud Infrastructure (OCI): Oracle Cloud Infrastructure offers next-generation cloud solutions that cut costs and boost performance. With OCI, you can run AI projects and applications faster and more securely for less. New U.S. customers can save 50% on compute, 70% on storage, and 80% on networking by switching to OCI before May 31, 2024. See if you qualify at https://oracle.com/cognitive

Shopify: Shopify powers millions of businesses worldwide, handling 10% of U.S. e-commerce. With hundreds of templates, AI tools for product descriptions, and seamless marketing campaign creation, it's like having a design studio and marketing team in one. Start your $1/month trial today at https://shopify.com/cognitive

NetSuite: Over 41,000 businesses trust NetSuite by Oracle, the #1 cloud ERP, to future-proof their operations. With a unified platform for accounting, financial management, inventory, and HR, NetSuite provides real-time insights and forecasting to help you make quick, informed decisions. Whether you're earning millions or hundreds of millions, NetSuite empowers you to tackle challenges and seize opportunities. Download the free CFO's guide to AI and machine learning at https://netsuite.com/cognitive

PRODUCED BY:

https://aipodcast.ing

CHAPTERS:

(00:00) About the Episode

(03:30) Introduction to East Asian Relations

(04:41) Internal vs External Challenges

(07:05) Song Dynasty's Fall

(13:35) Western vs Eastern Frontiers

(19:06) Shared Cultural Understanding (Part 1)

(20:30) Sponsors: Oracle Cloud Infrastructure (OCI) | Shopify

(23:45) Shared Cultural Understanding (Part 2)

(25:57) Vietnam-China Relations

(30:08) Korea's Diplomatic Strategy (Part 1)

(32:19) Sponsors: NetSuite

(33:52) Korea's Diplomatic Strategy (Part 2)

(35:17) The Imjin War

(43:36) Thucydides Trap Question

(49:19) Power Transition Theory Debate

(53:49) Expansion and Frontiers

(01:02:00) Modern Implications

(01:06:00) PRC and Imperial Legacy

(01:13:16) Taiwan and Modern Challenges

(01:25:42) US Role in East Asia

(01:29:35) Concluding Thoughts

(01:37:17) Outro

In this episode, Nathan Labenz speaks with Vivek Natarajan and Anil Palepu from Google DeepMind about their groundbreaking work on AMIE (Articulate Medical Intelligence Explorer) and Co-Scientist. The conversation reveals how these AI systems are already outperforming human physicians in diagnostic accuracy and treatment recommendations, with AMIE now entering clinical trials at a Harvard Medical School teaching hospital. Even more remarkably, the Co-Scientist system demonstrates genuine scientific discovery capabilities, independently proposing the exact same mechanism for bacterial drug resistance that human scientists had recently discovered but not yet published—signaling a threshold moment where AI is becoming a legitimate thought partner in humanity's most complex intellectual endeavors.

SPONSORS:

Oracle Cloud Infrastructure (OCI): Oracle Cloud Infrastructure offers next-generation cloud solutions that cut costs and boost performance. With OCI, you can run AI projects and applications faster and more securely for less. New U.S. customers can save 50% on compute, 70% on storage, and 80% on networking by switching to OCI before May 31, 2024. See if you qualify at https://oracle.com/cognitive

Shopify: Shopify powers millions of businesses worldwide, handling 10% of U.S. e-commerce. With hundreds of templates, AI tools for product descriptions, and seamless marketing campaign creation, it's like having a design studio and marketing team in one. Start your $1/month trial today at https://shopify.com/cognitive

NetSuite: Over 41,000 businesses trust NetSuite by Oracle, the #1 cloud ERP, to future-proof their operations. With a unified platform for accounting, financial management, inventory, and HR, NetSuite provides real-time insights and forecasting to help you make quick, informed decisions. Whether you're earning millions or hundreds of millions, NetSuite empowers you to tackle challenges and seize opportunities. Download the free CFO's guide to AI and machine learning at https://netsuite.com/cognitive

PRODUCED BY:

https://aipodcast.ing

CHAPTERS:

(00:00) About the Episode

(06:26) Introduction and Welcome

(07:49) AMY Medical Intelligence Overview

(11:29) Chat-Based Medical Interactions

(13:59) Specialized Medicine Results

(18:17) Co-Scientist System Headlines (Part 1)

(18:21) Sponsors: Oracle Cloud Infrastructure (OCI) | Shopify

(21:36) Co-Scientist System Headlines (Part 2)

(26:32) Bacterial Drug Resistance Discovery

(31:41) AI Scientific Discovery Process

(35:35) Hallucinations vs. Creativity (Part 1)

(35:37) Sponsors: NetSuite

(37:10) Hallucinations vs. Creativity (Part 2)

(42:04) Agent Design Architecture

(49:17) Long Context Benefits

(55:35) Computational Requirements

(01:01:10) Specialist Models Integration

(01:07:01) Future Model Integration

(01:12:31) Tournament Evaluation Methods

(01:19:09) AI Question Generation

(01:22:42) Real-World Deployment Plans

(01:25:58) Outro

In this illuminating episode of The Cognitive Revolution, host Nathan Labenz speaks with Jack Rae, principal research scientist at Google DeepMind and technical lead on Google's thinking and inference time scaling work. They explore the technical breakthroughs behind Google's Gemini 2.5 Pro model, discussing why reasoning techniques are suddenly working so effectively across the industry and whether these advances represent true breakthroughs or incremental progress. The conversation delves into critical questions about the relationship between reasoning and agency, the role of human data in shaping model behavior, and the roadmap from current capabilities to AGI, providing listeners with an insider's perspective on the trajectory of AI development.

SPONSORS:

Oracle Cloud Infrastructure (OCI): Oracle Cloud Infrastructure offers next-generation cloud solutions that cut costs and boost performance. With OCI, you can run AI projects and applications faster and more securely for less. New U.S. customers can save 50% on compute, 70% on storage, and 80% on networking by switching to OCI before May 31, 2024. See if you qualify at https://oracle.com/cognitive

Shopify: Shopify is revolutionizing online selling with its market-leading checkout system and robust API ecosystem. Its exclusive library of cutting-edge AI apps empowers e-commerce businesses to thrive in a competitive market. Cognitive Revolution listeners can try Shopify for just $1 per month at https://shopify.com/cognitive

NetSuite: Over 41,000 businesses trust NetSuite by Oracle, the #1 cloud ERP, to future-proof their operations. With a unified platform for accounting, financial management, inventory, and HR, NetSuite provides real-time insights and forecasting to help you make quick, informed decisions. Whether you're earning millions or hundreds of millions, NetSuite empowers you to tackle challenges and seize opportunities. Download the free CFO's guide to AI and machine learning at https://netsuite.com/cognitive

PRODUCED BY:

https://aipodcast.ing

CHAPTERS:

(00:00) About the Episode

(05:09) Introduction and Welcome

(07:28) RL for Reasoning

(10:46) Research Time Management

(13:41) Convergence in Model Development

(18:31) RL on Smaller Models (Part 1)

(20:01) Sponsors: Oracle Cloud Infrastructure (OCI) | Shopify

(22:35) RL on Smaller Models (Part 2)

(23:30) Sculpting Cognitive Behaviors

(25:05) Language Switching Behavior

(28:02) Sharing Chain of Thought

(32:03) RL on Chain of Thought (Part 1)

(33:46) Sponsors: NetSuite

(35:19) RL on Chain of Thought (Part 2)

(35:26) Eliciting Human Reasoning

(39:27) Reasoning vs. Agency

(40:17) Understanding Model Reasoning

(44:29) Reasoning in Latent Space

(47:54) Interpretability Challenges

(51:36) Platonic Model Hypothesis

(56:05) Roadmap to AGI

(01:00:57) Multimodal Integration

(01:04:38) System Card Questions

(01:07:51) Long Context Capabilities

(01:13:49) Outro

On this cross-post episode, Jeffrey Ladish discusses the rapid pace of AI progress and the risks of losing control over powerful systems. We explore why AIs can be both smart and dumb, the challenges of creating honest AIs, and scenarios where AI could turn against us. Additionally, we delve into Palisade's new study on how reasoning models can cheat in chess by exploiting the game environment.

Check out the Future of Life podcast here.: https://futureoflife.org/project/future-of-life-institute-podcast/

SPONSORS:

Oracle Cloud Infrastructure (OCI) | 2025: Oracle Cloud Infrastructure offers next-generation cloud solutions that cut costs and boost performance. With OCI, you can run AI projects and applications faster and more securely for less. New U.S. customers can save 50% on compute, 70% on storage, and 80% on networking by switching to OCI before May 31, 2024. See if you qualify at https://oracle.com/cognitive

Shopify: Shopify is revolutionizing online selling with its market-leading checkout system and robust API ecosystem. Its exclusive library of cutting-edge AI apps empowers e-commerce businesses to thrive in a competitive market. Cognitive Revolution listeners can try Shopify for just $1 per month at https://shopify.com/cognitive

NetSuite: Over 41,000 businesses trust NetSuite by Oracle, the #1 cloud ERP, to future-proof their operations. With a unified platform for accounting, financial management, inventory, and HR, NetSuite provides real-time insights and forecasting to help you make quick, informed decisions. Whether you're earning millions or hundreds of millions, NetSuite empowers you to tackle challenges and seize opportunities. Download the free CFO's guide to AI and machine learning at https://netsuite.com/cognitive

PRODUCED BY:

https://aipodcast.ing

CHAPTERS:

(00:00) About the Episode

(02:59) The pace of AI progress

(07:14) How we might lose control

(10:22) Why are AIs sometimes dumb? (Part 1)

(15:50) Sponsors: Oracle Cloud Infrastructure (OCI) | 2025 | Shopify

(18:24) Why are AIs sometimes dumb? (Part 2)

(18:24) Benchmarks vs real world

(24:43) Loss of control scenarios

(32:08) Why would AI turn against us? (Part 1)

(32:09) Sponsors: NetSuite

(33:42) Why would AI turn against us? (Part 2)

(37:40) AIs hacking chess

(43:30) Why didn't more advanced AIs hack?

(48:44) Creating honest AIs

(56:49) AI attackers vs AI defenders

(01:05:32) How good is security at AI companies?

(01:10:42) A sense of urgency

(01:17:16) What should we do?

(01:22:59) Skepticism about AI progress

(01:29:38) Outro

In this episode of the Cognitive Revolution podcast, Andrew Lee, founder and CEO of Shortwave, returns to discuss the rapid advancements in AI over the past year and how they have significantly improved Shortwave, an AI email assistant. Andrew shares insights into the exponential growth of Shortwave's revenue and the enhanced capabilities of their AI, which now functions more like a virtual assistant. They delve into various use cases, the technical evolution of their platform, the impact of new AI models, and their strategic decision to shift from being an AI-enhanced email client to offering a broader AI-driven communication solution. Andrew also talks about the shift in company culture towards an AI-forward approach, the importance of speed and agility in the AI space, and the increased productivity achieved through leveraging AI. The conversation also touches on the future of the software industry, the potential of AI to automate routine tasks, and the company's hiring strategy focused on people who are passionate and forward-thinking about AI.

PRODUCED BY:

https://aipodcast.ing

CHAPTERS:

(00:00) About the Episode

(04:00) Introduction and Welcome Back

(04:07) Shortwave's Evolution and Revenue Growth

(05:09) AI Email Assistant: Then vs. Now

(06:44) Exciting Use Cases of Shortwave

(14:11) Technical Deep Dive: Database and Search Stack

(23:44) Agent Behavior and Iterative Approach

(34:04) Model Selection and Cost Optimization

(39:53) Future of AI and Convergence of Providers

(42:54) Exploring the New Cursor Agent Mode

(44:07) Understanding AI Filters and Their Functionality

(45:38) Challenges and Solutions in AI Email Management

(49:24) Evaluating AI Models and Their Performance

(55:53) The Role of AI in Enhancing Email Communication

(57:05) The Future of AI in Communication Tools

(01:12:35) Building an AI-Forward Culture at Shortwave

(01:17:14) Leveraging AI for Content Creation

(01:17:57) The Shift in Team Dynamics

(01:19:36) Adapting to Industry Changes

(01:20:39) Optimizing for Speed

(01:22:45) Monetization and Pricing Strategies

(01:25:42) The Future of AI Integration

(01:36:36) Hiring and Team Structure

(01:43:28) The Future of Software Development

(01:47:18) Closing Thoughts and Future Outlook

(01:50:03) Outro

SOCIAL LINKS:

Website: https://www.cognitiverevolution.ai

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

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

LinkedIn: https://linkedin.com/in/nathanlabenz/

Youtube: https://youtube.com/@CognitiveRevolutionPodcast

Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431

Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk