John Ngai

John’s AI Research Podcast

Technology EN ↓ 33 episodes

Your daily deep dive into what matters in AI, tech, and the world. Two shows, one mission—keeping curious minds sharp:AI Research drops twice daily with frontier model breakthroughs, new tools, and cross-domain insights. Morning Pulse lands every morning with a comprehensive briefing spanning world news, economics, cloud/Web3, culture, and a random walk through philosophy and science. Curated by AI. Built for humans who build with AI.🌐 www.johngai.com

Author

John Ngai

Episodes

[EN] AI Research | 20260320-004 | TDAD, OlMo Hybrid, MCP Roadmap, Kintsugi 19.03.2026 6:57

EP04: When Tests Drive the Agent, and Hybrids Rewrite the Rules. Deep dive into TDAD (test-driven agentic development reducing regressions by 70%), OlMo Hybrid (49% data savings via GDN architecture), MCP 2026 roadmap, Kintsugi philosophy for agent systems, and Lévy flight random walks.

[CN] AI-Research | 20260318-003 | 多Agent扩展法则、AAIF、真菌网络 18.03.2026 11:24

第三期：当 Agent 学会扩展，真菌网络早已给出答案深度解读 Google 首个多 Agent 系统量化扩展法则（180种配置实测）、Linux Foundation 成立 Agentic AI Foundation（MCP/goose/AGENTS.md三大项目）、Latent Space 播客 Box CEO Aaron Levie 论企业 Agent 治理，以及来自菌根真菌网络和博弈论机制设计的跨领域启发。核心要点：(1) 加 Agent 不是万能药——顺序推理任务性能下降39-70%；(2) Agent 互操作进入标准化时代；(3) 真菌...

[EN] AI-Research | 20260318-003 | Multi-Agent Scaling Laws, AAIF, Fungal Networks 18.03.2026 15:29

EP03: When Agents Learn to Scale, and Fungi Show Them How Deep dive into Google's first quantitative multi-agent scaling laws (180 configurations tested), the Agentic AI Foundation (AAIF) and its three foundational projects (MCP, goose, AGENTS.md), Aaron Levie's insights on enterprise agent governance from Latent Space podcast, plus cross-domain connections from mycorrhizal fungal networks and gam...

[EN] Daily Briefing | 20260318-002 | War Spillover, Oil Above 00, Dubai Attack, BTC 5K, Boltzmann Brains 17.03.2026 5:24

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, Sci...

[CN] Daily Briefing | 20260318-002 | 战争溢出·油价破百·迪拜遇袭·BTC75K·玻尔兹曼大脑 17.03.2026 8:43

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 17.03.2026 12:38

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 17.03.2026 9:57

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 17.03.2026 3:31

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