John’s AI Research Podcast

[EN] Daily Briefing | 20260318-002 | War Spillover, Oil Above 00, Dubai Attack, BTC 5K, Boltzmann Brains

Daily Briefing Episode 2. Dubai International Airport hit by drone strike on fuel depot; USS Ford carrier fire during Iran war Day 18; Mediterranean 2026 death toll reaches 682; Brent crude above 00; Bitcoin surges past 5,000; Kubernetes Ingress NGINX retirement and Gateway API migration; Boltzmann Brain paradox revisited. Five sections: World News, Economy, Cloud/DevOps/Crypto, Feature Story, Science.

[CN] Daily Briefing | 20260318-002 | 战争溢出·油价破百·迪拜遇袭·BTC75K·玻尔兹曼大脑

每日简报第二期。迪拜国际机场遭无人机袭击燃料库起火；美伊战争第18天USS Ford航母火灾；地中海2026年初682人死亡/失踪创纪录；布伦特原油破100美元；BTC突破75000美元；Kubernetes Ingress NGINX退役与Gateway API迁移；玻尔兹曼大脑悖论新研究。五大板块：全球时事·经济金融·云原生运维·人文副刊·自然科学。

[CN] AI与随想 | 20260318-002 | 规模定律：AI最反直觉的秘密

深入解读AI领域最深刻的发现——规模定律（Scaling Laws）。从Kaplan 2020年的开创性论文，到涌现能力（Emergent Abilities）的争议，再到2025-2026年推理时计算（Test-Time Scaling）的新方向。探讨智能是否只是规模的自然产物，以及Rich Sutton「苦涩的教训」对AI发展的哲学启示。关键概念：Scaling Laws / Chinchilla / Emergent Abilities / The Bitter Lesson / Test-Time Scaling。

[CN] AI与随想 | 20260318-001 | 叔本华：养狗叫世界灵魂的悲观主义天才

西方哲学史上最伟大的悲观主义者，第一个读懂东方智慧的欧洲哲学家。从富商之子到孤独天才，叔本华的意志哲学、欲望钟摆、与佛教四圣谛的惊人对应，以及他对尼采、弗洛伊德、维特根斯坦的深远影响。最后用刺猬困境收尾——两百年后依然精准得令人心酸。| johngai.com

[EN] AI-Research | 20260318-001 | Multi-Agent Safety, OpenClaw, Context7 & Identic AI

When multiple aligned AI agents share a real environment, game theory takes over. A 38-researcher study reveals local alignment ≠ global stability. Plus: OpenClaw (Agent OS) vs Context7 (minimal tool surface) design philosophies, Don Tapscott on Identic AI as your cognitive double, and cross-domain insights from termite stigmergy and Michelin kitchen brigade systems. | johngai.com