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

Dive into the future of medicine with Google researchers Khaled Saab and Vivek Natarajan, discussing the breakthroughs in AI for healthcare. Discover how AI doctors may soon provide high-quality medical advice, enhancing global access to healthcare. Learn about the innovative use of large language models in medical applications and the potential for AI to outperform human doctors. Listen as we explore the significance of AI's role in healthcare and its implications for future medical practices, featuring insights from leaders in AI research.

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
(00:04:34) Introduction
(00:06:35) Flamingo
(00:11:50) Importance of data quality
(00:13:29) Amy: AI doctor
(00:18:44) Simulation Learning Environment
(00:23:26) Sponsors: Oracle | Brave
(00:25:34) Training the Agents
(00:27:29) Tens of thousands of data points
(00:30:35) How to incorporate new knowledge
(00:33:21) MedGemini
(00:34:51) Sponsors: Omneky | Squad
(00:36:38) Uncertainty guided search
(00:39:29) Generalist models
(00:41:16) MedGemini, Gemini, multimodal, medical images
(00:44:57) Future work, integration, consolidation
(00:46:00) Cost of AI
(00:52:38) When will AI Doctors be Deployed?
(00:58:22) The Speed of Trust
(00:59:58) Societal Acceptance of AI Doctors
(01:02:06) Uncertainty-Guided Search
(01:06:02) Med-Gemini: Chest X-Rays and CT Scans
(01:17:38) AI Scientist
(01:20:01) What are the principles at play?
(01:22:58) What should we do about AI?
(01:28:24) LLM for democratizing access to care
(01:34:22) Final Message
(01:35:38) Closing
(01:36:45) Outro

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