2026-02-05
⭐ 核心推荐（tier1）
• Lex Fridman State of AI in 2026: LLMs, Coding, Scaling Laws, China, Agents, GPUs, AGI | #490
与 Nathan Lambert、Sebastian Raschka 深度讨论 2026 年 AI 现状，覆盖中美竞争、模型对比、Scaling Laws、AGI 时间线
🔗 https://www.youtube.com/watch?v=EV7WhVT270Q
• AI Explained Claude AI Co-founder Publishes 4 Big Claims about Near Future
Dario Amodei 近 2 万字长文解读：AI 从编程自动化到工程自动化、1-2 年内经济冲击、中国 AI 极权风险
🔗 https://www.youtube.com/watch?v=Iar4yweKGoI
• Matthew Berman The Clawdbot situation is...
🔗 https://www.youtube.com/watch?v=WNXbRyA1JC4
• No Priors Why Cryopreservation is No Longer Science Fiction with Laura Deming
Until CEO 谈可逆冷冻保存技术如何革命化器官移植
🔗 https://feeds.megaphone.fm/nopriors
• Latent Space TV Why I Write: Drew Breunig [Dev Writers Meetup Jan 2026]
🔗 https://www.youtube.com/watch?v=AA_NbT3GJjw
• Matthew Berman AI Superbowl Ad (Short)
🔗 https://www.youtube.com/shorts/eac2-JhEuP8
🎙️ 访谈类（tier2）
• Lenny's Podcast Will AI replace jobs?
🔗 https://www.youtube.com/shorts/tYjCtCCgIYc
• Lenny's Podcast Will PMs, designers, and coders merge?
🔗 https://www.youtube.com/shorts/14MnUsSc0kY
• Lenny's Podcast How to give your kid an unfair advantage
🔗 https://www.youtube.com/shorts/_K7fleyVKd8
🔬 技术深度（tier3）
• Weights & Biases The Next Phase of AI Model Building
Emad Mostaque (Stability AI CEO) 谈数据质量比模型规模更重要
🔗 https://www.youtube.com/shorts/svGSgO_HOj8
• Weights & Biases JetBrains + W&B: Establishing frameworks for enterprise AI agents
JetBrains Koog 团队分享 Agent 评估框架最佳实践
🔗 https://www.youtube.com/watch?v=0wg-v8MCe7k
🚀 创业/VC（tier4）
• YCombinator This Startup Beat Gemini 3 on ARC-AGI — at Half the Cost
Poetiq（前 DeepMind 研究员创立）通过递归自改进系统在 ARC-AGI 上超越 Gemini 3
🔗 https://www.youtube.com/watch?v=OLEjyBLo8sQ
• Sequoia What's the Future of Vertical SaaS in an AGI World?
Pace CEO Jamie Cuffe 谈 AI 如何以 50-75% 成本优势替代保险 BPO
🔗 https://www.youtube.com/watch?v=Uqr2U24uxOs
• Sequoia The Wartime CEO: Vlad Tenev of Robinhood
Robinhood CEO 分享危机领导力：从 GameStop 到 90% 股价暴跌的应对
🔗 https://www.youtube.com/watch?v=F6n7b_MkZwI
📊 扫描 18 个源 | 新内容 19 条 | 精选 14 条
📌 本周重点推荐
- Lex Fridman #490 - 必看！2026 AI 全景深度对谈（3h+）
- AI Explained - Dario Amodei 长文解读 - Anthropic CEO 对近未来的 4 个重大预测
- YC - Poetiq ARC-AGI 突破 - 递归自改进 + prompt 工程打败 Gemini 3