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

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