Teng Yan: How To Capitalize on The Biggest AI Bubble Ever (...And Who's Winning Already)

Video Description

AI is in the biggest bubble we've ever seen...or is it? AI promises autonomous agents that book flights and handle tasks, but we're not quite there yet. Teng Yan says AI in 2026 will change everything. In this episode of AI Supercycle, we sit down with Teng, Co-Founder of an amazingly thorough AI research firm, Chain of Thought to explore when AI agents will actually work autonomously and who really owns the AI powering them. Teng breaks down the data center space race, his crypto-AI infrastructure investment thesis, his best model prompting strategies, and whether we're heading toward an AI privacy crisis in 2026. We also discuss: - Why Model Improvements Are Accelerating Fast (Teng's Daily Drivers) - The Truth About Prompt Engineering (You've Been Lied To) - Are We Facing an AI Privacy Crisis? - When Will Agents Actually Work Autonomously? - The Data Center Space Race: Bubble or Breakthrough? - Crypto x AI: What's Actually Real vs. Fake? --- Timestamps: 00:00 Intro 00:37 Near Protocol Ad 01:56 Teng's AI Background & Journey 06:15 2025: The Year AI Leveled Up 08:44 Haliday Ad, infiniFi Ad, YEET Ad 09:16 Model Improvements Across the Stack 14:22 Prompt Engineering Myths Debunked 18:45 Giving Models Context 22:10 Testing Across Multiple LLMs 24:30 AI Privacy: Crisis Brewing? 27:37 Hibachi Ad, Trezor Ad 28:11 Near's Private AI Solution 32:40 Agent Landscape Reality Check 38:25 Why Agents Still Fail at Simple Tasks 42:15 2026: Year of the Agent? 45:30 Ethics of For-Profit AI Giants 51:20 The Data Center Bubble Question 55:45 Bit Tensor & Crypto-AI Traction 59:30 What to Watch in Blockchain AI --- Teng Yan Socials: https://x.com/tengyanAI Chain of Thought Socials: https://x.com/cot_research Chain of Thought Website: https://chainofthought.xyz/main --- The Alvara Protocol is a transformative platform in the DeFi space designed to democratize the world of asset management. Learn more here: https://alvara.xyz/ --- Newton Protocol is the first policy protocol designed to govern the new era of AI and assets such as stablecoins and RWAs. Learn more here: https://www.magicnewton.com/ --- Talus is the premier infra for decentralized AI Agents, an AI network that enables developers to launch revenue-generating agents. Learn more here: https://testnet.talus.network/testnet --- 𝗪𝗲 𝘁𝗿𝘆 𝗼𝘂𝗿 𝗯𝗲𝘀𝘁 𝘁𝗼 𝗽𝗿𝗼𝗱𝘂𝗰𝗲 𝗵𝗶𝗴𝗵-𝗾𝘂𝗮𝗹𝗶𝘁𝘆, 𝗻𝗼𝗻-𝗯𝗶𝗮𝘀𝗲𝗱, 𝗲𝗱𝘂𝗰𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗰𝗼𝗻𝘁𝗲𝗻𝘁 𝗳𝗼𝗿 𝘁𝗵𝗲 𝗰𝗿𝘆𝗽𝘁𝗼 𝗲𝗰𝗼𝘀𝘆𝘀𝘁𝗲𝗺. 𝗦𝘂𝗽𝗽𝗼𝗿𝘁 𝘂𝘀 𝘄𝗵𝗶𝗹𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗺𝗼𝗿𝗲 𝗮𝗯𝗼𝘂𝘁 𝗶𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝘁 𝗰𝗼𝗻𝗰𝗲𝗽𝘁𝘀 𝗯𝘆 𝗰𝗹𝗶𝗰𝗸𝗶𝗻𝗴 𝗮𝗻𝘆 𝗼𝗳 𝘁𝗵𝗲 𝗹𝗶𝗻𝗸𝘀 𝗯𝗲𝗹𝗼𝘄 𝗳𝗼𝗿 𝗳𝗿𝗲𝗲 𝗿𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀: Website: https://therollup.co/ Spotify: https://open.spotify.com/show/1P6ZeYd... Podcast: https://therollup.co/category/podcast Follow us on X: https://www.x.com/therollupco Follow Rob on X: https://www.x.com/robbie_rollup Follow Andy on X: https://www.x.com/ayyyeandy Join our TG group: https://t.me/+TsM1CRpWFgk1NGZh The Rollup Disclosures: https://goodidea.ventures . . . 𝗗𝗜𝗦𝗖𝗟𝗔𝗜𝗠𝗘𝗥: 𝘐𝘯𝘷𝘦𝘴𝘵𝘪𝘯𝘨 𝘪𝘯 𝘤𝘳𝘺𝘱𝘵𝘰𝘤𝘶𝘳𝘳𝘦𝘯𝘤𝘺 𝘢𝘯𝘥 𝘋𝘦𝘍𝘪 𝘱𝘭𝘢𝘵𝘧𝘰𝘳𝘮𝘴 𝘤𝘰𝘮𝘦𝘴 𝘸𝘪𝘵𝘩 𝘪𝘯𝘩𝘦𝘳𝘦𝘯𝘵 𝘳𝘪𝘴𝘬𝘴 𝘪𝘯𝘤𝘭𝘶𝘥𝘪𝘯𝘨 𝘵𝘦𝘤𝘩𝘯𝘪𝘤𝘢𝘭 𝘳𝘪𝘴𝘬, 𝘩𝘶𝘮𝘢𝘯 𝘦𝘳𝘳𝘰𝘳, 𝘱𝘭𝘢𝘵𝘧𝘰𝘳𝘮 𝘧𝘢𝘪𝘭𝘶𝘳𝘦 𝘢𝘯𝘥 𝘮𝘰𝘳𝘦. 𝘈𝘵 𝘤𝘦𝘳𝘵𝘢𝘪𝘯 𝘱𝘰𝘪𝘯𝘵𝘴 𝘵𝘩𝘳𝘰𝘶𝘨𝘩𝘰𝘶𝘵 𝘵𝘩𝘪𝘴 𝘤𝘩𝘢𝘯𝘯𝘦𝘭, 𝘸𝘦 𝘮𝘢𝘺 𝘦𝘢𝘳𝘯 𝘢 𝘤𝘰𝘮𝘮𝘪𝘴𝘴𝘪𝘰𝘯 𝘰𝘳 𝘧𝘦𝘦 𝘢𝘴 𝘢 𝘴𝘱𝘰𝘯𝘴𝘰𝘳𝘴𝘩𝘪𝘱, 𝘪𝘧 𝘵𝘩𝘪𝘴 𝘪𝘴 𝘵𝘩𝘦 𝘤𝘢𝘴𝘦 𝘸𝘦 𝘸𝘪𝘭𝘭 𝘢𝘭𝘸𝘢𝘺𝘴 𝘮𝘢𝘬𝘦 𝘴𝘶𝘳𝘦 𝘪𝘵 𝘪𝘴 𝘤𝘭𝘦𝘢𝘳. 𝘞𝘦 𝘢𝘳𝘦 𝘴𝘵𝘳𝘪𝘤𝘵𝘭𝘺 𝘢𝘯 𝘦𝘥𝘶𝘤𝘢𝘵𝘪𝘰𝘯𝘢𝘭 𝘤𝘰𝘯𝘵𝘦𝘯𝘵 𝘱𝘭𝘢𝘵𝘧𝘰𝘳𝘮, 𝘯𝘰𝘵𝘩𝘪𝘯𝘨 𝘸𝘦 𝘰𝘧𝘧𝘦𝘳 𝘪𝘴 𝘧𝘪𝘯𝘢𝘯𝘤𝘪𝘢𝘭 𝘢𝘥𝘷𝘪𝘤𝘦. 𝘞𝘦 𝘢𝘳𝘦 𝘯𝘰𝘵 𝘱𝘳𝘰𝘧𝘦𝘴𝘴𝘪𝘰𝘯𝘢𝘭𝘴 𝘰𝘳 𝘭𝘪𝘤𝘦𝘯𝘴𝘦𝘥 𝘢𝘥𝘷𝘪𝘴𝘰𝘳𝘴.