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BREAKING: Inside the Multi-Billion Dollar Digital Economy Powering Roblox Co-Founder & CEO David Baszucki 2025 Stats: • $1.5B paid to creators • Top 1,000 creators: $1.3M avg • $6.8B bookings (+55% YoY) • $4.9B revenue (+36% YoY) • ~150M daily users • 35B hours engaged (Q4) • 40+ data...

613,034 görüntüleme • 3 ay önce •via X (Twitter)

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Sensitive Content Warning: This video contains discussions about child predation, grooming, and explicit themes. Intended for mature audiences only. Viewer discretion is strongly advised. CHAPTERS 00:00 - Opening - Guest Interview Song 03:05 - Roblox Lawsuit Against Schlep Protecting Predators 05:10 - Roblox Tripled Down 05:45 - Welcome Alex Rosen 6:36 - Roblox Claims are Blatantly Untrue 7:11 - Schleps First Conviction 7:48 - Louis Hasty used Robux for Child P. 8:43 - Methods Being Used to Find Victims 9:55 - Condo Servers on Discord 10:55 - Bear Delaware Man Kidnaps 11 year old Roblox player 12:07 - Roblox Predators Age are in their 20’s 13:45 - X is allowing this as well according to the Parzival 14:21 - Why These Platforms Allow This 15:22 - Preston Palmer Caught After Years of Ignored Tips 17:18 - Schleps New Video 19:14 - The CEO of Roblox, David Brent Baszukie 20:13 - Ukrainians Selling Children to the British Through Embassies 21:28 - Networks Trading CP Busted 23:47 - How Do You Do This Work? 26:47 - Youth Minister Robert Mayo in Georgia 27:55 - The Burrito Sting 30:10 - Citizens Arrest 30:52 - Roblox Using AI vs Human Investigation 31:43 - Youtube Predator Poachers Decoy Gals 32:21 - Locals Community to Support 33:00 - Steak and Shake Legal Case 35:51 - Wrap Up Join Greg Boulden and The Chris Michaels Show for a hard-hitting episode of America Emboldened as we dive into the Roblox child safety crisis with guest Alex Rosen Alex Rosen, founder of Predator Poachers. We explore the explosive controversy surrounding Roblox response to YouTuber Schlep (Mike), who’s been exposing predators on the platform. Despite helping secure arrests, Schlepp faces legal action from Roblox, raising questions about the platform’s commitment to child safety. Alex shares his firsthand experiences catching predators, including chilling details about grooming tactics on Roblox and platforms like Discord, real-life arrests, and the disturbing prevalence of child exploitation online.
37:49

Sensitive content

Sensitive Content Warning: This video contains discussions about child predation, grooming, and explicit themes. Intended for mature audiences only. Viewer discretion is strongly advised. CHAPTERS 00:00 - Opening - Guest Interview Song 03:05 - Roblox Lawsuit Against Schlep Protecting Predators 05:10 - Roblox Tripled Down 05:45 - Welcome Alex Rosen 6:36 - Roblox Claims are Blatantly Untrue 7:11 - Schleps First Conviction 7:48 - Louis Hasty used Robux for Child P. 8:43 - Methods Being Used to Find Victims 9:55 - Condo Servers on Discord 10:55 - Bear Delaware Man Kidnaps 11 year old Roblox player 12:07 - Roblox Predators Age are in their 20’s 13:45 - X is allowing this as well according to the Parzival 14:21 - Why These Platforms Allow This 15:22 - Preston Palmer Caught After Years of Ignored Tips 17:18 - Schleps New Video 19:14 - The CEO of Roblox, David Brent Baszukie 20:13 - Ukrainians Selling Children to the British Through Embassies 21:28 - Networks Trading CP Busted 23:47 - How Do You Do This Work? 26:47 - Youth Minister Robert Mayo in Georgia 27:55 - The Burrito Sting 30:10 - Citizens Arrest 30:52 - Roblox Using AI vs Human Investigation 31:43 - Youtube Predator Poachers Decoy Gals 32:21 - Locals Community to Support 33:00 - Steak and Shake Legal Case 35:51 - Wrap Up Join Greg Boulden and The Chris Michaels Show for a hard-hitting episode of America Emboldened as we dive into the Roblox child safety crisis with guest Alex Rosen Alex Rosen, founder of Predator Poachers. We explore the explosive controversy surrounding Roblox response to YouTuber Schlep (Mike), who’s been exposing predators on the platform. Despite helping secure arrests, Schlepp faces legal action from Roblox, raising questions about the platform’s commitment to child safety. Alex shares his firsthand experiences catching predators, including chilling details about grooming tactics on Roblox and platforms like Discord, real-life arrests, and the disturbing prevalence of child exploitation online.

Greg Boulden

15,205 görüntüleme • 10 ay önce

Another mindblowing conversation with my good friend .Emad... Enjoy!! 00:00 - Introduction 00:22 - AI: The Biggest Shift in Human History 00:42 - AI’s Impact on Society and the Economy 01:03 - Conversation with Emad Mostaque Begins 01:50 - The Acceleration of AI and Economic Takeoff 03:07 - AI Intelligence: Beyond Human IQ 04:08 - The Rise of AI Chefs and Super Cooks 05:07 - Breaking AI Constraints: Compute and Energy 07:03 - The Future of AI: Ubiquitous Intelligence 08:04 - The Shift to Local AI Models 10:07 - Why Has Apple Lagged in AI? 11:21 - The AI Race: OpenAI, Grok, Gemini, and More 13:11 - China’s Open-Source AI Strategy 14:57 - AI Bias and Ethical Challenges 16:57 - AI’s Cross-Pollination and Memory 18:02 - Are AI Models Becoming Self-Aware? 19:16 - AI, Bitcoin, and Self-Sustaining Algorithms 21:26 - AI-Driven Economies and Autonomous Companies 23:41 - The Future of Labor: A World Without Jobs? 25:26 - AI-Powered Robots: The Next Workforce Revolution 27:28 - The End of Traditional Economic Models 30:27 - The Political Shift: Humanist vs. Transhumanist 33:04 - AI in Financial Markets: The End of Human Traders? 36:03 - The Evolution of Investing in an AI World 38:33 - AI’s Impact on Capital Formation and Business Disruption 40:01 - The Rise of Digital Twins and Post-Capital Society 42:45 - Building AI for Education, Healthcare, and Governance 46:42 - The Future of Money in an AI-Driven World 50:11 - Universal Basic AI: A New Economic Model 54:29 - The Deflationary Impact of AI and Crypto’s Role 57:02 - The AI Singularity: Five Years Until Everything Changes 58:56 - The Road Ahead: AI, Crypto, and the Future of Civilization 01:02:24 - Final Thoughts: The Most Exciting and Terrifying Time in History

Raoul Pal

326,827 görüntüleme • 1 yıl önce

My conversation with OpenAI co-founder Greg Brockman This is the most detailed first-person account of the 72 hours after Sam Altman was fired. We also go deep on what comes next: the global race to AGI, why ChatGPT stopped showing reasoning, how much of OpenAI's own code is now written by AI ("it's hard to know what percent is not"), and the untold story of how OpenAI actually started in 2015. 00:00:00 Introduction 00:00:49 Meeting Sam Altman and Starting OpenAI 00:02:40 Building the Founding Team 00:04:25 DeepMind's Lead Over OpenAI 00:04:54 Changing OpenAI to a For-Profit Model 00:06:05 Breakthrough Moments at OpenAI 00:08:22 What Dota 2 Meant for OpenAI 00:10:04 Reasoning Versus Prediction 00:11:59 Tensions Grow at OpenAI 00:15:44 Sam Altman's Firing 00:17:49 Greg Quits OpenAI 00:19:56 Sam Explores Deal with Microsoft's Satya 00:20:28 Petition for Altman's Return 00:23:43 Ilya Sutskever Leaves OpenAI 00:24:59 Lessons Learned after Sam Ousting 00:28:22 The Thing Ilya Said that Greg Can't Forget 00:32:22 Is AI Going Parabolic? 00:33:24 How Much of OpenAI's Code is Written by AI? 00:36:21 Do AI Chatbots Tell Us What We Want to Hear? 00:38:06 The Global AI Race to Reach AGI 00:38:40 What Happens if US Doesn't Reach AGI First? 00:39:49 Are Countries Stealing AI Advancements? 00:40:38 Why ChatGPT No Longer Shows Reasoning 00:41:47 The Finite Constraints of Compute 00:43:38 On Investing Early in Data Centers 00:46:31 The Future of Data Center Specialization 00:47:52 How to Decide Whose Queries to Serve 00:49:08 OpenAI on Consumer vs Enterprise Models 00:53:05 Data Centers in Space? 01:00:56 What Should AI Regulation Look Like? 01:04:33 The Future of AI-Powered Entrepreneurship 01:04:44 AI and Job Loss 01:07:15 The Skills Young People Should Invest In 01:11:30 What Does Success Look Like For You? Full episode on X below. Also find it on: • YouTube: • Spotify: • Apple:

Shane Parrish

450,952 görüntüleme • 2 ay önce

My dear friend, Vlad Tenev, changed the landscape of investing forever! The rise of the retail investor is largely due to Robinhood's success... and in this new Journey Man, we discuss it all... Enjoy! 00:00 - Intro 00:53 - Introducing Vlad Tenev of Robinhood 01:27 - Why Take on Wall Street? 01:54 - Robinhood’s Zero-Fee Origin Story 02:53 - Inspiration from Instagram and Uber 04:24 - Reimagining Trading for Mobile 05:05 - The Challenge of Disrupting Finance 05:42 - Why Everything Is Hard 06:34 - Early Wrong Assumptions 07:42 - Raising Capital with a Small Vision 08:48 - Funding Robinhood on AngelList 09:50 - Early Investors Changed Their Lives 10:38 - The Crypto Explosion Begins 11:07 - Considering a Bitcoin Exchange First 12:17 - Bitcoin’s Early Skepticism and Growth 13:08 - Robinhood Launches Crypto in 2018 14:03 - 2020: Crypto Revenue Surges Overnight 15:04 - The Challenge of Crypto Cyclicality 16:11 - Staffing a Volatile Business 17:10 - Building Robinhood’s Lean Crypto Team 18:46 - Robinhood’s First Crypto Event Coming 19:38 - Where TradFi Meets DeFi 20:34 - Tokenizing Everything 21:09 - Robinhood’s Vision for Crypto + Finance 21:47 - Thoughts on Crypto Options Demand 23:04 - Why Crypto Options Haven’t Taken Off 24:09 - Millennials and the Speculative Economy 25:22 - Democratizing Trading for Everyone 26:08 - Why Buy-and-Hold Doesn’t Work for All 27:15 - Trading vs Investing: A Matter of Wealth 28:01 - Trading as a Skill Anyone Can Build 29:13 - Robinhood’s Role in Onboarding Millions 30:06 - The Fed's Role and Retail Insight 31:03 - The Rise of the Retail Macro Trader 32:17 - Helping Users Succeed with Robinhood Strategies 33:35 - Power of Community and the Hive Mind 34:55 - Will AI Disrupt Community Too? 36:14 - Technological Waves and Investor Opportunity 37:10 - Human Purpose in an AI World 37:52 - Tokenizing Human Connection 38:28 - Creators, Platforms, and Future-Proofing 39:26 - Vlad’s Long-Term View of the Future 40:05 - Financial Services at the Heart of Disruption 41:14 - If AI Replaces Jobs, What Happens to Investing? 42:25 - Entering the Economic Singularity 43:31 - What Happens When AIs Win the Markets? 44:16 - AI's Role in Capital and Markets 45:07 - Will AI Eliminate Human Emotion from Markets? 46:06 - HFT: The Original AI Traders 47:20 - AI and Long-Term Probabilistic Forecasting 48:48 - GPUs, Gaming, and the Origins of AI 50:01 - Nvidia, CUDA, and Wall Street Arms Races 51:04 - Flash Boys and Microwave Trading 51:54 - Will AI Costs Go to Zero? 52:52 - Lower Cost, Higher Usage 53:41 - Robinhood’s UX Won’t Be Just a Chatbox 55:16 - Cortex: AI-Powered Features at Robinhood 56:54 - Tokenization and the Future of Asset Management 57:44 - Crowdsourced, Tokenized Hedge Funds 58:48 - Portability of Tokenized Assets 59:39 - Blockchain as the New Rails of Finance 01:00:09 - The Trump Token and Capital Formation 01:01:00 - Capital Access Unlocks Innovation 01:01:49 - Why Crypto Needs Regulatory Clarity 01:03:17 - From Meme Coins to Real Assets 01:04:17 - Crypto's Path to $100 Trillion? 01:05:15 - The Financial System Will Run on Blockchains 01:06:00 - Platform Layer vs Application Layer Wealth 01:06:29 - AI Raises Money and Launches Tokens 01:07:39 - AIs Creating Software and Capital Formation 01:08:00 - Final Thoughts: A Wild Future Ahead 01:08:20 - When Will Vlad Buy a CryptoPunk? 01:08:51 - Wrapping Up: AI, Crypto, and the Road Ahead

Raoul Pal

166,795 görüntüleme • 1 yıl önce

NEW: Brian Armstrong, Coinbase Full Interview. Rebuilding Coinbase 🛡️ Around Intelligence Tokenized stocks, an SEC-registered AI advisor, +1,200 agents working inside the company We cover: › Pre-IPO perps (SpaceX, OpenAI, Anthropic) › Intelligent routing pushing 80% of workloads to models 99% cheaper (keeping token costs flat) › Tokenized equities backed 1:1, with 24/7 trading & access for 4B unbrokered people › Coinbase Advisor: SEC-registered AI investment advisor › 1,200 full-time AI agents, teams shrinking to 1 person, bugs/incidents down per line of code › Building the financial rails for the agentic economy › Economic freedom, Argentina, & why traditional media is dead 𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒 (00:00) Brian Armstrong, Co-Founder & CEO of Coinbase (00:45) Backstage before the Announcements drop (01:47) Why Tokenized Stocks never worked before until now (03:58) Inside Coinbase Advisor: The SEC-Registered AI Investment Agent (05:36) The real mission behind every Coinbase product (06:55) Does the average American feel economically free? (08:42) What Argentina taught Brian about Capitalism (11:16) Why younger generations are drifting toward Socialism (13:01) What Roblox reveals about the next generation (13:57) Why no one in Argentina plans for the future (18:17) How Crypto is rewriting financial infrastructure (20:20) The Strategy behind Coinbase's "Everything Exchange" (21:28) Building the most trusted brand in the Crypto Industry (23:49) Prediction Markets, Dry Powder & Reading Market Cycles (26:07) The Pre-IPO loophole Coinbase built for everyone else (28:18) Why Coinbase wins the super app war (29:40) The tweet that got 24 million views (32:22) Will AI actually kill jobs? (36:03) How Brian stays on top of everything (38:19) Founder Energy vs. Operator Energy (39:33) AI has a branding problem (46:41) Will Anthropic and OpenAI just build every company? (48:12) Who is Coinbase's real competitor? (51:25) The Announcement Brian is most excited about (53:03) Getting $4 trillion of new IPO wealth onto Coinbase (54:08) The mentors who shaped Brian Armstrong

Molly O’Shea

568,245 görüntüleme • 20 gün önce

BREAKING: Public Co-CEO Leif Abraham (Leif Abraham) Says Their AI Plan is Seriously Working Millions of users, billions in assets, billions in trading volume, + revenue doubling annually Recorded at NYSE 🏛 this is one of the more fun chats on finance & how Public is building the next-gen investing platform “for those who take it seriously." Public represents the first modern alternative to Schwab, Fidelity, & Vanguard — platforms built on decades-old infrastructure that haven't kept pace with today's investors or technology. Financial advisors are cooked. Public's difference: - Top 25% of wealth w/ real assets to compound - AI Agents automating investment workflows - "Generated Assets" creating custom indices — defense index up 350% in a month - Multi-asset trading (stocks, crypto, options, bonds - all in one place) 𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒 (00:00) Leif Abraham, Co-Founder & Co-CEO at Public (01:10) Competing with traditional brokers (03:45) AI agents for investing (05:22) Are Public’s videos AI or real? (06:31) Why the co-CEO model works (09:34) The evolution of Public (15:06) Growth, scale, and market cycles (17:59) Breaking down the product ecosystem (20:45) Public's design philosophy (22:59) Building portfolios with AI (26:33) Ideal customers (30:20) The decline of financial advisors (33:00) What AI replaces in wealth management (35:45) Risks and limits of AI agents (37:32) The “financial super app” debate (42:39) Prediction markets vs real investing (45:04) Will everything become tradable? (46:22) Tokenization: the hype vs. the reality (50:37) The future of financial platforms (55:56) VCX, closed-end funds & speculation risk (59:09) Would Public go public? (01:02:22) What’s next for Public (01:04:08) The dark AI prediction (01:06:52) Wealth taxes vs. UBI

Molly O’Shea

98,688 görüntüleme • 3 ay önce

. OpenLedger x : The full episode Our core contributor Ram sat down with Sreeram Kannan (founder ) to discuss verifiable AI, crypto's app problem, AI's trust problem and much more Check out the video below to learn more Timestamps: 00:00 Sreeram's introduction 00:29 How to build verification for AI systems 01:27 The Crypto and AI problem 03:10 Unstoppable AGI 05:08 What is Verifiable AI 06:05 The Verifiability Problem with Centralized AI 07:15 The current state of AI and its future 08:48 How humans are getting better at intelligence extraction 10:31 What is OpenLedger doing 11:50 Where LLMs fall short and how co-ordination helps 12:50 SLMs are already there 13:29 Crypto as an incentivisation mechanism 15:38 Apps with commitments, achieving product market fit 16:50 Existing examples of commitments in society 18:24 Investable AI 19:00 Data contributors as co-owner 21:30 The solution for the incentivisation problem 22:25 Explaining explainable AI 23:58 Trusting the trustless way 25:07 Data is the new oil 25:40 The idea of openledger is very crypto native 26:50 David v Goliath (in the data perspective) 28:03 What Eigen is working on 29:06 Making unstoppable verifiable AI practically possible 32:20 What Sreeram uses for productivity 33:30 Make Eigen Labs agentic 34:16 (community question) How Sreeram frames his prompts 36:08 (community question) What's the momentum driver for blockchain apps and what is Sreeram most excited about? (ZkTLS) 38:54 (community question) Where is attribution and verification really needed in AI?

OpenLedger

274,759 görüntüleme • 1 yıl önce

"‘It’s not about the tech, it’s about people." - Shaw checkout the full episode where we dive into the AI, Eliza, ai16z, and a lot more trust me it's well worth your time Episode timestamp: ⏰ Timestamps 00:00 Intro 00:59 Shaw's Journey: From Programmer to Entrepreneur 06:07 Story of ai16z: A New Economic Model 09:14 Nature of AI: Sentience and Human-AI Relationships 13:03 Will Ai take our jobs? Future of work & employment 16:36 Are we close to a Dystopian world? 28:50 Procuring Data for agents 32:15 AI Agents and Hallucinations 34:00 Incentives and Human Behavior in Society 34:55 Free Markets in Problem Solving 36:22 Decentralization and Its Challenges 38:10 Autonomous Investor 41:44 Building Trust in Trading Systems 43:14 Marketplace of Trust and Community Contributions 45:59 The Future of AI and Human Interaction 56:28 The Role of AI in Enhancing Human Experience 59:09 Navigating Truth and Bias in AI Systems 01:06:54 Innovations Shaping Tomorrow's Network States 01:07:56 Decentralized Coordination and Global Talent 01:10:21 Emerging Agentic Frameworks and Developer Choices 01:12:48 The Role of Web Development in Agent Technology 01:17:12 Opportunities in Agent Technology and DeFi 01:24:19 Revenue Models in Agent Frameworks 01:30:20 Building a Global Community and Open Source Strategy oh, and don't forget to follow The DeAI Dispatch I'm cooking some cool AI stuff for y'all thanks Shaw for taking over 90 minutes for this free wheeling convo

Rohit ($TAO arc)

100,740 görüntüleme • 1 yıl önce

Here's an edit of the Elon Musk interview hosted by Katherine Brodsky discussing a myriad of topics. This version boosts audio quality and reduces pauses and dead space by 33%. Thank you David Carbutt for the work! Timestamps: (00:00) The Journey of SpaceX and Tesla (01:06) Misunderstandings and Misinformation (03:42) The Role of Social Media in Free Speech (04:12) The Impact of Government Control on Media (06:32) The Evolution of Twitter and the Need for a Fresh Start (07:17) The Challenges of Moderation on Social Media Platforms (12:12) The Role of Citizen Journalism in Modern Media (17:45) The Future of Legacy Media (28:08) The Power of Amplifying Ideas and People (36:35) The Importance of Open-Mindedness and Self-Criticism (38:49) Community Notes and Open Source Data (39:58) The Role of Accuracy and Opinions in Posting (40:22) The Idea of a Sarcasm Detector (41:01) The Potential of AI in Enhancing Accuracy (42:39) The Future of AI and Deepfakes (44:59) The Vision for X as an All-in-One App (46:38) The Concept of Trust in Institutions (51:24) The Impact of Gene Editing on Humanity (55:42) The Challenge of Censorship and Free Speech (01:02:24) The Unusual Case of a Voice Doppelganger (01:07:35) Starting a Conversation: Texting and Simulations (01:08:43) Discussing Starship Launch and Future Plans (01:10:32) Engaging in Casual Conversations and Sharing Photos (01:11:55) Exploring the Idea of Expanding the Scope of Reality (01:13:27) Exploring the Concept of Simulation Theory (01:13:52) Discussing the Concept of AI in the Simulation (01:20:42) Addressing Questions about Ad Demonetization (01:23:11) Addressing Concerns about Doxxing and Harassment (01:30:47) Discussing the Monetization of Spaces (01:31:34) Discussing the Future of AI and OpenAI (01:35:17) Discussion on National Debt and AI (01:36:06) Involvement of Family Members (01:36:45) Questions and Answers (01:37:31) Impersonations and Voice Modulations (01:38:47) Discussion on Accents and Language Learning (01:41:14) Discussion on AI and Voice Imitation (01:46:45) Serious Discussion on AI and Social Media (01:51:27) Discussion on Physics and AI (01:58:18) Closing Remarks and Final Questions

Farzad 🇺🇸 🇮🇷

2,033,051 görüntüleme • 2 yıl önce

2025 has been a wild year for AI video. My conversation with Cristóbal Valenzuela, CEO of Runway: 00:00 – Meet Cris and Runway – AI Video's Wild Year 01:48 – Runway's AI Film Festival Goes From Chinatown To IMAX 04:02 – Hollywood's Shift: From Ignoring AI To Adopting It At Scale 06:38 – How Runway Saves VFX Artists' Weekends Of Work 07:31 – Inside Gen-4 And Aleph: Why These Models Are Game-Changers 08:21 – From Editing Tools To A "New Kind Of Camera" 10:00 – Beyond Film: Gaming, Architecture, E-commerce & Robotics Use Cases 10:55 – Why Advertising Is Adopting AI Video Faster Than Anyone Else 11:38 – How Creatives Adapt When Iteration Becomes Real-Time 14:12 – What Makes Someone Great At AI Video (Hint: No Preconceptions) 15:28 – The Early Days: Building Runway Before Generative AI Was "Real" 20:27 – Finding Early Product-Market Fit 21:51 – Balancing Research And Product Inside Runway 24:23 – Comparing Aleph Vs. Gen-4, And The Future Of Generalist Models 30:36 – New Input Modalities: Editing With Video + Annotations, Not Just Text 33:46 – Managing Expectations: Twitter Demos Vs. Real Creative Work 47:09 – The Future: Real-Time AI Video And Fully Explorable 3D Worlds 52:02 – Runway's Business Model: From Indie Creators To Disney & Lionsgate 57:26 – Competing With The Big Labs (Sora, Google, Etc.) 59:58 – Hyper-Personalized Content? Why It May Not Replace Film 1:01:13 – Advice To Founders: Treat Your Company Like A Model — Always Learning 1:03:06 – The Next 5 Years Of Runway: Changing Creativity Forever

Matt Turck

18,817 görüntüleme • 10 ay önce

Why AI Can Now Make Discoveries - my conversation with Dan Roberts, Lead of the Foundations of Reinforcement Learning team at OpenAI 00:00 Intro: AI's wild week in mathematics 01:21 What OpenAI's Foundations of RL team does 03:08 Dan's journey: from black holes and quantum gravity to frontier AI 07:04 Are AI systems becoming useful for real science 08:21 The AI math moment: Erdős, OpenAI, DeepMind, and Anthropic 08:52 Why the OpenAI result was an act of exploration 10:25 OpenAI vs. DeepMind: informal reasoning vs. formal proof 12:13 RL 101: learning by doing, not just watching 15:10 Why reinforcement learning works 15:58 How RL breaks: sparse feedback and long-horizon tasks 17:03 RLHF: how human feedback shaped early language models 18:48 Move 37, self-play, and the search for novel strategies 22:16 Explore vs. exploit in scientific discovery 24:49 Why RL may now be "the cake," not the cherry on top 25:46 Why RL started working with large language models 27:29 Is RL "sucking supervision through a straw"? 28:47 Why language may be the grounding layer for intelligence 31:46 A contrarian take on the Bitter Lesson 32:41 What test-time compute actually is 34:50 How RL gives models the ability to think 35:40 Verifiable rewards, math, coding, and the messy real world 38:00 What physics can teach us about AI 42:08 Is there a thermodynamics of AI? 43:08 From Erdős problems to Einstein-level AI 45:16 Is AI already doing original science? 45:51 How far are we from AI automating AI research 47:41 Why Dan is excited about the future of science

Matt Turck

64,952 görüntüleme • 1 ay önce

2025 = the year of AI Agents x DAOS x Onchain Capital Allocation NEW greenpill.network podcast: Today, I'm joined by Shaw jin from ai16zdao to talk about AI Agents. How we use them to allocate capital in DAOs? To route information? To accelerate movements? To solve coordination failure? Timestamps for ez navigation 🫡 00:00 - Intro & focusing on DAOs and the intersection of AI agents. 01:00 - AI Agents and Their Impact 02:03 - The Evolution of the Internet 07:52 - Defining AI Agents 09:40 - Reducing Friction in Information Sharing 11:56 - Building a Movement, Not a Cult 14:15 - The Cathedral and the Bazaar Metaphor 16:04 - Using AI for Coordination 17:49 - Reducing Information Siloing 18:39 - Common Tools Across Organizations 19:31 - Open Sourcing Solutions 20:07 - Capital Allocation Challenges 20:55 - AI and Capital Allocation Intersection 21:50 - Human Oversight in Funding 22:48 - Continuous Retroactive Funding 24:42 - Creating a Supportive Culture 25:06 - Feedback Loops for Builders 26:09 - Reducing Overhead in Funding 26:36 - Acknowledging Non-Coding Contributions 27:58 - Chat Summarization Tool 28:34 - Profiles and Social Capital 29:00 - Marketplace of AI Agents 29:46 - Layered AI Systems 32:42 -Human Oversight in AI 34:39 - Feedback Loops in Development 37:01- Documentation and Community Engagement 38:12 - Self-Documenting Code 40:20 - Accelerated Idea Generation 45:03 - Circle of AI Champions 46:32 - Infinite Backrooms Concept 47:48 - Personal Infinite Backroom Ideas 49:23 - Concerns About Backrooms and Information Hiding 51:23 - Infinite Backrooms Concept 53:35 - Implementers and Skill Sharing 54:40 - Vision for the Future 56:39 - Concerns About UBI Implementation 57:56 - Community Income as a Solution 58:14 - A Hope for Self-Sufficiency and AI 59:36 - Outro

Kev.Ξth✨ AbundanceNetworks.xyz

60,333 görüntüleme • 1 yıl önce