John’s AI Research Podcast https://johngai.podbean.com 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

]]> Tue, 24 Mar 2026 18:45:21 +0800 https://podbean.com/?v=5.5 en Copyright 2026 All rights reserved. Technology 1440 episodic 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 John Ngai John Ngai No false https://pbcdn1.podbean.com/img/podbean-logo/podbean_86.jpg John’s AI Research Podcast https://johngai.podbean.com 144 144 [CN] AI-Research | 20260324-013 | AGI宣言, AI联合科学家, DIVA-GRPO, DNA存储 [CN] AI-Research | 20260324-013 | AGI宣言, AI联合科学家, DIVA-GRPO, DNA存储 https://johngai.podbean.com/e/cn-ai-research-20260324-013-agi%e5%ae%a3%e8%a8%80-ai%e8%81%94%e5%90%88%e7%a7%91%e5%ad%a6%e5%ae%b6-diva-grpo-dna%e5%ad%98%e5%82%a8/ https://johngai.podbean.com/e/cn-ai-research-20260324-013-agi%e5%ae%a3%e8%a8%80-ai%e8%81%94%e5%90%88%e7%a7%91%e5%ad%a6%e5%ae%b6-diva-grpo-dna%e5%ad%98%e5%82%a8/#comments Tue, 24 Mar 2026 18:45:21 +0800 johngai.podbean.com/746421a3-d0c7-5629-b426-6edf230e436e John Ngai false No 539 2 full [EN] AI-Research | 20260324-013 | AGI Declaration, AI Co-Scientist, DIVA-GRPO, DNA Storage [EN] AI-Research | 20260324-013 | AGI Declaration, AI Co-Scientist, DIVA-GRPO, DNA Storage https://johngai.podbean.com/e/en-ai-research-20260324-013-agi-declaration-ai-co-scientist-diva-grpo-dna-storage/ https://johngai.podbean.com/e/en-ai-research-20260324-013-agi-declaration-ai-co-scientist-diva-grpo-dna-storage/#comments Tue, 24 Mar 2026 18:45:12 +0800 johngai.podbean.com/4b2d9f6c-1e03-565e-b369-fa807c9410cf John Ngai false No 635 1 full AI 深度解析 EP12: OpenClaw 开源AI编程智能体生产级实战 AI 深度解析 EP12: OpenClaw 开源AI编程智能体生产级实战 https://johngai.podbean.com/e/ai-%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90-ep12-openclaw-%e5%bc%80%e6%ba%90ai%e7%bc%96%e7%a8%8b%e6%99%ba%e8%83%bd%e4%bd%93%e7%94%9f%e4%ba%a7%e7%ba%a7/ https://johngai.podbean.com/e/ai-%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90-ep12-openclaw-%e5%bc%80%e6%ba%90ai%e7%bc%96%e7%a8%8b%e6%99%ba%e8%83%bd%e4%bd%93%e7%94%9f%e4%ba%a7%e7%ba%a7/#comments Tue, 24 Mar 2026 18:39:53 +0800 johngai.podbean.com/95e04e24-c457-5bbd-a028-e8f18ba24097 John Ngai false No 278 2 13 full AI Deep Dive EP12: OpenClaw - The Open-Source AI Coding Agent AI Deep Dive EP12: OpenClaw - The Open-Source AI Coding Agent https://johngai.podbean.com/e/ai-deep-dive-ep12-openclaw-the-open-source-ai-coding-agent/ https://johngai.podbean.com/e/ai-deep-dive-ep12-openclaw-the-open-source-ai-coding-agent/#comments Tue, 24 Mar 2026 18:39:50 +0800 johngai.podbean.com/1af452f3-968b-5110-98aa-27797c02728e John Ngai false No 236 1 12 full AI 深度解析 EP12: Claude Code 生产级实战完全指南 AI 深度解析 EP12: Claude Code 生产级实战完全指南 https://johngai.podbean.com/e/ai-%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90-ep12-claude-code-%e7%94%9f%e4%ba%a7%e7%ba%a7%e5%ae%9e%e6%88%98%e5%ae%8c%e5%85%a8%e6%8c%87%e5%8d%97/ https://johngai.podbean.com/e/ai-%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90-ep12-claude-code-%e7%94%9f%e4%ba%a7%e7%ba%a7%e5%ae%9e%e6%88%98%e5%ae%8c%e5%85%a8%e6%8c%87%e5%8d%97/#comments Tue, 24 Mar 2026 13:22:08 +0800 johngai.podbean.com/570edca8-5166-5fb9-828c-b1c66a76851b John Ngai false No 251 2 13 full AI Deep Dive EP12: Claude Code Production Guide AI Deep Dive EP12: Claude Code Production Guide https://johngai.podbean.com/e/ai-deep-dive-ep12-claude-code-production-guide/ https://johngai.podbean.com/e/ai-deep-dive-ep12-claude-code-production-guide/#comments Tue, 24 Mar 2026 13:21:58 +0800 johngai.podbean.com/1f4007ca-3f6e-59ec-b0b1-c5d8f2d49f24 John Ngai false No 190 1 12 full AI 深度解析 EP11: Attention Is All You Need 改变一切的论文 AI 深度解析 EP11: Attention Is All You Need 改变一切的论文 https://johngai.podbean.com/e/ai-%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90-ep11-attention-is-all-you-need-%e6%94%b9%e5%8f%98%e4%b8%80%e5%88%87%e7%9a%84%e8%ae%ba%e6%96%87/ https://johngai.podbean.com/e/ai-%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90-ep11-attention-is-all-you-need-%e6%94%b9%e5%8f%98%e4%b8%80%e5%88%87%e7%9a%84%e8%ae%ba%e6%96%87/#comments Tue, 24 Mar 2026 13:21:49 +0800 johngai.podbean.com/4df2f59f-9771-5bb9-a9cd-adb2967df4b4 John Ngai false No 248 2 12 full AI Deep Dive EP11: Attention Is All You Need - The Paper That Changed Everything AI Deep Dive EP11: Attention Is All You Need - The Paper That Changed Everything https://johngai.podbean.com/e/ai-deep-dive-ep11-attention-is-all-you-need-the-paper-that-changed-everything/ https://johngai.podbean.com/e/ai-deep-dive-ep11-attention-is-all-you-need-the-paper-that-changed-everything/#comments Tue, 24 Mar 2026 13:21:39 +0800 johngai.podbean.com/bdc7a9fe-0271-5c0e-af0c-5e6542215079 John Ngai false No 199 1 11 full AI 深度解析 EP10: Manus 自主AI智能体深度剖析 AI 深度解析 EP10: Manus 自主AI智能体深度剖析 https://johngai.podbean.com/e/ai-%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90-ep10-manus-%e8%87%aa%e4%b8%bbai%e6%99%ba%e8%83%bd%e4%bd%93%e6%b7%b1%e5%ba%a6%e5%89%96%e6%9e%90/ https://johngai.podbean.com/e/ai-%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90-ep10-manus-%e8%87%aa%e4%b8%bbai%e6%99%ba%e8%83%bd%e4%bd%93%e6%b7%b1%e5%ba%a6%e5%89%96%e6%9e%90/#comments Tue, 24 Mar 2026 13:21:29 +0800 johngai.podbean.com/c2c48786-983a-5166-8851-6cbfa57444ca John Ngai false No 219 2 11 full AI Deep Dive EP10: Manus - The Autonomous AI Agent Revolution AI Deep Dive EP10: Manus - The Autonomous AI Agent Revolution https://johngai.podbean.com/e/ai-deep-dive-ep10-manus-the-autonomous-ai-agent-revolution/ https://johngai.podbean.com/e/ai-deep-dive-ep10-manus-the-autonomous-ai-agent-revolution/#comments Tue, 24 Mar 2026 13:21:19 +0800 johngai.podbean.com/4fbad5b3-29a7-5a45-b0c3-3224e1a648fb John Ngai false No 251 1 10 full AI 深度解析 EP09: LangGraph 有状态多智能体系统构建指南 AI 深度解析 EP09: LangGraph 有状态多智能体系统构建指南 https://johngai.podbean.com/e/ai-%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90-ep09-langgraph-%e6%9c%89%e7%8a%b6%e6%80%81%e5%a4%9a%e6%99%ba%e8%83%bd/ https://johngai.podbean.com/e/ai-%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90-ep09-langgraph-%e6%9c%89%e7%8a%b6%e6%80%81%e5%a4%9a%e6%99%ba%e8%83%bd/#comments Tue, 24 Mar 2026 13:21:08 +0800 johngai.podbean.com/14a3d1b1-6fc1-5cc5-ad20-1ea3c7818a6d John Ngai false No 215 2 10 full AI Deep Dive EP09: LangGraph - Building Stateful Multi-Agent Systems AI Deep Dive EP09: LangGraph - Building Stateful Multi-Agent Systems https://johngai.podbean.com/e/ai-deep-dive-ep09-langgraph-building-stateful-multi-agent-systems/ https://johngai.podbean.com/e/ai-deep-dive-ep09-langgraph-building-stateful-multi-agent-systems/#comments Tue, 24 Mar 2026 13:20:58 +0800 johngai.podbean.com/7d45673d-6491-57f2-9ea7-3d1ee0707038 John Ngai false No 226 1 9 full AI Deep Dive EP10: Manus Deep Dive - Autonomous Agent Architecture and Context Engineering AI Deep Dive EP10: Manus Deep Dive - Autonomous Agent Architecture and Context Engineering https://johngai.podbean.com/e/ai-deep-dive-ep10-manus-deep-dive-autonomous-agent-architecture-and-context-engineering/ https://johngai.podbean.com/e/ai-deep-dive-ep10-manus-deep-dive-autonomous-agent-architecture-and-context-engineering/#comments Tue, 24 Mar 2026 11:56:15 +0800 johngai.podbean.com/bf6fd9e8-6413-54d9-97bc-1e3317b386db John Ngai false No 251 1 10 full AI Deep Dive EP09: LangGraph - Building Production AI Agents with Graph Architecture AI Deep Dive EP09: LangGraph - Building Production AI Agents with Graph Architecture https://johngai.podbean.com/e/ai-deep-dive-ep09-langgraph-building-production-ai-agents-with-graph-architecture/ https://johngai.podbean.com/e/ai-deep-dive-ep09-langgraph-building-production-ai-agents-with-graph-architecture/#comments Tue, 24 Mar 2026 11:56:05 +0800 johngai.podbean.com/51f79496-1684-5b60-bee7-eefc32d1db56 John Ngai false No 226 1 9 full EP08 特辑：AI 短视频制作完全指南 — 从零到发布的专业流程 EP08 特辑：AI 短视频制作完全指南 — 从零到发布的专业流程 https://johngai.podbean.com/e/ep08%e7%89%b9%e8%be%91%ef%bc%9aai%e7%9f%ad%e8%a7%86%e9%a2%91%e5%88%b6%e4%bd%9c%e5%ae%8c%e5%85%a8%e6%8c%87%e5%8d%97%e2%80%94-%e4%bb%8e%e9%9b%b6/ https://johngai.podbean.com/e/ep08%e7%89%b9%e8%be%91%ef%bc%9aai%e7%9f%ad%e8%a7%86%e9%a2%91%e5%88%b6%e4%bd%9c%e5%ae%8c%e5%85%a8%e6%8c%87%e5%8d%97%e2%80%94-%e4%bb%8e%e9%9b%b6/#comments Tue, 24 Mar 2026 11:18:47 +0800 johngai.podbean.com/6e8cca66-fc6f-5498-9219-cc5221a9fa3c 一期特别教程专辑，系统拆解 AI 短视频全流程：整体设计、分镜头、剧本写作、AI视频生成（可灵/Sora/Runway）、无版权音乐、声音克隆配音、剪辑发布。包含完整的 Manus/Agent 自动化提示词。

博客完整图文版：https://johngai.com

]]> 一期特别教程专辑，系统拆解 AI 短视频全流程：整体设计、分镜头、剧本写作、AI视频生成（可灵/Sora/Runway）、无版权音乐、声音克隆配音、剪辑发布。包含完整的 Manus/Agent 自动化提示词。

博客完整图文版：https://johngai.com

]]> John Ngai false No 456 2 9 full EP08 Special: The Complete AI Short Video Production Guide — From Zero to Publish EP08 Special: The Complete AI Short Video Production Guide — From Zero to Publish https://johngai.podbean.com/e/ep08-special-the-complete-ai-short-video-production-guide-%e2%80%94-from-zero-to-publish/ https://johngai.podbean.com/e/ep08-special-the-complete-ai-short-video-production-guide-%e2%80%94-from-zero-to-publish/#comments Tue, 24 Mar 2026 11:18:45 +0800 johngai.podbean.com/58279b59-096e-5cdf-bad0-255bd1d450f0 A comprehensive tutorial episode covering the entire AI short video production pipeline: planning, storyboarding, scripting, AI video generation (Kling/Sora/Runway), royalty-free music, AI voice cloning, editing, and publishing. Includes complete Manus/Agent prompts for automation.

Blog post with full details and prompts: https://johngai.com

]]> A comprehensive tutorial episode covering the entire AI short video production pipeline: planning, storyboarding, scripting, AI video generation (Kling/Sora/Runway), royalty-free music, AI voice cloning, editing, and publishing. Includes complete Manus/Agent prompts for automation.

Blog post with full details and prompts: https://johngai.com

]]> John Ngai false No 513 1 8 full EP07: 永不遗忘的记忆、万亿参数幽灵、与癌症的叛逃信号 EP07: 永不遗忘的记忆、万亿参数幽灵、与癌症的叛逃信号 https://johngai.podbean.com/e/ep07%e6%b0%b8%e4%b8%8d%e9%81%97%e5%bf%98%e7%9a%84%e8%ae%b0%e5%bf%86%e3%80%81%e4%b8%87%e4%ba%bf%e5%8f%82%e6%95%b0%e5%b9%bd%e7%81%b5/ https://johngai.podbean.com/e/ep07%e6%b0%b8%e4%b8%8d%e9%81%97%e5%bf%98%e7%9a%84%e8%ae%b0%e5%bf%86%e3%80%81%e4%b8%87%e4%ba%bf%e5%8f%82%e6%95%b0%e5%b9%bd%e7%81%b5/#comments Tue, 24 Mar 2026 09:46:02 +0800 johngai.podbean.com/1cf42db3-baaf-5fcb-b03e-2571435979c0 谷歌Titans MIRAS重新定义AI长期记忆。小米MiMo-V2-Pro（猎人阿尔法）在OpenRouter上匿名测试一万亿token。苹果×谷歌Siri-Gemini联姻重塑隐私AI。MangroveGS以80%准确率预测癌症转移。Meta Omnilingual MT覆盖1600种语言。

]]> 谷歌Titans MIRAS重新定义AI长期记忆。小米MiMo-V2-Pro（猎人阿尔法）在OpenRouter上匿名测试一万亿token。苹果×谷歌Siri-Gemini联姻重塑隐私AI。MangroveGS以80%准确率预测癌症转移。Meta Omnilingual MT覆盖1600种语言。

]]> John Ngai false No 538 2 8 full EP07: Memory That Never Forgets, The Trillion-Parameter Ghost, and Cancer’s Betrayal Signal EP07: Memory That Never Forgets, The Trillion-Parameter Ghost, and Cancer’s Betrayal Signal https://johngai.podbean.com/e/ep07-memory-that-never-forgets-the-trillion-parameter-ghost-and-cancer-s-betrayal-signal/ https://johngai.podbean.com/e/ep07-memory-that-never-forgets-the-trillion-parameter-ghost-and-cancer-s-betrayal-signal/#comments Tue, 24 Mar 2026 09:46:00 +0800 johngai.podbean.com/374064fa-df3d-5f9b-9f8f-6aab543d6de5 Google Titans MIRAS redefines AI long-term memory. Xiaomi's MiMo-V2-Pro (Hunter Alpha) stealth-tested 1T tokens on OpenRouter. Apple×Google Siri-Gemini partnership reshapes private AI. MangroveGS predicts cancer metastasis at 80% accuracy. Meta Omnilingual MT covers 1600 languages.

]]> Google Titans MIRAS redefines AI long-term memory. Xiaomi's MiMo-V2-Pro (Hunter Alpha) stealth-tested 1T tokens on OpenRouter. Apple×Google Siri-Gemini partnership reshapes private AI. MangroveGS predicts cancer metastasis at 80% accuracy. Meta Omnilingual MT covers 1600 languages.

]]> John Ngai false No 704 1 7 full [CN] AI 研究播客 | 20260320-005 | 智能体协议之争 不确定性分解 深海新物种 [CN] AI 研究播客 | 20260320-005 | 智能体协议之争 不确定性分解 深海新物种 https://johngai.podbean.com/e/cnai-%e7%a0%94%e7%a9%b6%e6%92%ad%e5%ae%a220260320-005%e6%99%ba%e8%83%bd%e4%bd%93%e5%8d%8f%e8%ae%ae%e4%b9%8b%e4%ba%89-%e4%b8%8d%e7%a1%ae/ https://johngai.podbean.com/e/cnai-%e7%a0%94%e7%a9%b6%e6%92%ad%e5%ae%a220260320-005%e6%99%ba%e8%83%bd%e4%bd%93%e5%8d%8f%e8%ae%ae%e4%b9%8b%e4%ba%89-%e4%b8%8d%e7%a1%ae/#comments Fri, 20 Mar 2026 08:56:04 +0800 johngai.podbean.com/846b0c55-af9d-5662-8f86-6532e5bce04c John Ngai false No 1023 2 5 full [EN] AI Research | 20260320-005 | Agent Protocols MCP A2A Uncertainty Decomposition Deep Sea [EN] AI Research | 20260320-005 | Agent Protocols MCP A2A Uncertainty Decomposition Deep Sea https://johngai.podbean.com/e/en-ai-research-20260320-005-agent-protocols-mcp-a2a-uncertainty-decomposition-deep-sea/ https://johngai.podbean.com/e/en-ai-research-20260320-005-agent-protocols-mcp-a2a-uncertainty-decomposition-deep-sea/#comments Fri, 20 Mar 2026 08:55:47 +0800 johngai.podbean.com/6b71c2bd-4a94-5777-9864-c9490fff03f3 John Ngai false No 980 1 5 full [CN] Daily Briefing | 20260320-003 | 美联储按兵不动 霍尔木兹危机 滞胀 开斋节 [CN] Daily Briefing | 20260320-003 | 美联储按兵不动 霍尔木兹危机 滞胀 开斋节 https://johngai.podbean.com/e/cndailybriefing20260320003%e7%be%8e%e8%81%94%e5%82%a8%e6%8c%89%e5%85%b5%e4%b8%8d%e5%8a%a8%e9%9c%8d%e5%b0%94%e6%9c%a8%e5%85%b9%e5%8d%b1/ https://johngai.podbean.com/e/cndailybriefing20260320003%e7%be%8e%e8%81%94%e5%82%a8%e6%8c%89%e5%85%b5%e4%b8%8d%e5%8a%a8%e9%9c%8d%e5%b0%94%e6%9c%a8%e5%85%b9%e5%8d%b1/#comments Fri, 20 Mar 2026 08:37:12 +0800 johngai.podbean.com/12dfae25-a519-5695-83b0-80cbdb89b91a John Ngai false No 617 2 full [EN] Daily Briefing | 20260320-003 | Fed Holds, Hormuz Crisis, Stagflation, Eid [EN] Daily Briefing | 20260320-003 | Fed Holds, Hormuz Crisis, Stagflation, Eid https://johngai.podbean.com/e/en-daily-briefing-20260320-003-fed-holds-hormuz-crisis-stagflation-eid/ https://johngai.podbean.com/e/en-daily-briefing-20260320-003-fed-holds-hormuz-crisis-stagflation-eid/#comments Fri, 20 Mar 2026 08:37:10 +0800 johngai.podbean.com/6f51b623-3656-5b0d-ac2d-00d8c2abd8ab John Ngai false No 437 1 full [CN] 每日综合 | 20260320-003 | 美联储按兵不动·霍尔木兹海峡危机·稳定币·开斋节·量子几何 [CN] 每日综合 | 20260320-003 | 美联储按兵不动·霍尔木兹海峡危机·稳定币·开斋节·量子几何 https://johngai.podbean.com/e/cn%e6%af%8f%e6%97%a5%e7%bb%bc%e5%90%8820260320003%e7%be%8e%e8%81%94%e5%82%a8%e6%8c%89%e5%85%b5%e4%b8%8d%e5%8a%a8%c2%b7/ https://johngai.podbean.com/e/cn%e6%af%8f%e6%97%a5%e7%bb%bc%e5%90%8820260320003%e7%be%8e%e8%81%94%e5%82%a8%e6%8c%89%e5%85%b5%e4%b8%8d%e5%8a%a8%c2%b7/#comments Fri, 20 Mar 2026 08:13:29 +0800 johngai.podbean.com/c0ba9bcf-fbdb-509c-969c-af958b3347ae John Ngai false No 441 2 full [EN] Daily Briefing | 20260320-003 | Fed Holds, Hormuz Crisis, Stablecoins, Eid, Quantum Geometry [EN] Daily Briefing | 20260320-003 | Fed Holds, Hormuz Crisis, Stablecoins, Eid, Quantum Geometry https://johngai.podbean.com/e/en-daily-briefing-20260320-003-fed-holds-hormuz-crisis-stablecoins-eid-quantum-geometry/ https://johngai.podbean.com/e/en-daily-briefing-20260320-003-fed-holds-hormuz-crisis-stablecoins-eid-quantum-geometry/#comments Fri, 20 Mar 2026 08:13:21 +0800 johngai.podbean.com/8c5da7e8-5a9d-5bfb-8d3e-0da95a641af4 John Ngai false No 437 1 full [CN] AI研究 | 20260320-004 | 测试驱动Agent开发, OlMo混合架构, MCP路线图, 金缮哲学 [CN] AI研究 | 20260320-004 | 测试驱动Agent开发, OlMo混合架构, MCP路线图, 金缮哲学 https://johngai.podbean.com/e/cnai%e7%a0%94%e7%a9%b620260320004%e6%b5%8b%e8%af%95%e9%a9%b1%e5%8a%a8agent%e5%bc%80%e5%8f%91olmo%e6%b7%b7%e5%90%88%e6%9e%b6%e6%9e%84/ https://johngai.podbean.com/e/cnai%e7%a0%94%e7%a9%b620260320004%e6%b5%8b%e8%af%95%e9%a9%b1%e5%8a%a8agent%e5%bc%80%e5%8f%91olmo%e6%b7%b7%e5%90%88%e6%9e%b6%e6%9e%84/#comments Fri, 20 Mar 2026 07:31:07 +0800 johngai.podbean.com/0f7738d8-bdc8-5903-9751-761ad3421ab4 John Ngai false No 443 2 full [EN] AI Research | 20260320-004 | TDAD, OlMo Hybrid, MCP Roadmap, Kintsugi [EN] AI Research | 20260320-004 | TDAD, OlMo Hybrid, MCP Roadmap, Kintsugi https://johngai.podbean.com/e/en-ai-research-20260320-004-tdad-olmo-hybrid-mcp-roadmap-kintsugi/ https://johngai.podbean.com/e/en-ai-research-20260320-004-tdad-olmo-hybrid-mcp-roadmap-kintsugi/#comments Fri, 20 Mar 2026 07:31:05 +0800 johngai.podbean.com/c59fd055-963b-5609-b51f-ea8b8c859437 John Ngai false No 417 1 full [CN] AI-Research | 20260318-003 | 多Agent扩展法则、AAIF、真菌网络 [CN] AI-Research | 20260318-003 | 多Agent扩展法则、AAIF、真菌网络 https://johngai.podbean.com/e/cn-ai-research-20260318-003-%e5%a4%9aagent%e6%89%a9%e5%b1%95%e6%b3%95%e5%88%99%e3%80%81aaif%e3%80%81%e7%9c%9f%e8%8f%8c%e7%bd%91%e7%bb%9c/ https://johngai.podbean.com/e/cn-ai-research-20260318-003-%e5%a4%9aagent%e6%89%a9%e5%b1%95%e6%b3%95%e5%88%99%e3%80%81aaif%e3%80%81%e7%9c%9f%e8%8f%8c%e7%bd%91%e7%bb%9c/#comments Wed, 18 Mar 2026 18:45:42 +0800 johngai.podbean.com/f1e7d1da-d8a6-5678-8d50-ac1ffa94f37d 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) 真菌网络的"主干路线"模式提供了超越"集中vs分散"的第三条路。

]]> 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) 真菌网络的"主干路线"模式提供了超越"集中vs分散"的第三条路。

]]> John Ngai false No 684 2 full [EN] AI-Research | 20260318-003 | Multi-Agent Scaling Laws, AAIF, Fungal Networks [EN] AI-Research | 20260318-003 | Multi-Agent Scaling Laws, AAIF, Fungal Networks https://johngai.podbean.com/e/en-ai-research-20260318-003-multi-agent-scaling-laws-aaif-fungal-networks/ https://johngai.podbean.com/e/en-ai-research-20260318-003-multi-agent-scaling-laws-aaif-fungal-networks/#comments Wed, 18 Mar 2026 18:45:34 +0800 johngai.podbean.com/607bc542-ac58-5040-9c69-2020e8eec582 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 game-theoretic mechanism design.

Key takeaways: (1) More agents is NOT a silver bullet - sequential tasks lose 39-70% performance; (2) Agent interoperability enters its standards era with AAIF; (3) Nature's fungal "trunk routes" offer a third path beyond centralized vs decentralized architectures.

]]> 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 game-theoretic mechanism design.

Key takeaways: (1) More agents is NOT a silver bullet - sequential tasks lose 39-70% performance; (2) Agent interoperability enters its standards era with AAIF; (3) Nature's fungal "trunk routes" offer a third path beyond centralized vs decentralized architectures.

]]> John Ngai false No 929 1 full [EN] Daily Briefing | 20260318-002 | War Spillover, Oil Above 00, Dubai Attack, BTC 5K, Boltzmann Brains [EN] Daily Briefing | 20260318-002 | War Spillover, Oil Above 00, Dubai Attack, BTC 5K, Boltzmann Brains https://johngai.podbean.com/e/en-daily-briefing-20260318-002-war-spillover-oil-above-00-dubai-attack-btc-5k-boltzmann-brains/ https://johngai.podbean.com/e/en-daily-briefing-20260318-002-war-spillover-oil-above-00-dubai-attack-btc-5k-boltzmann-brains/#comments Wed, 18 Mar 2026 06:54:40 +0800 johngai.podbean.com/e86e6610-4b7d-571b-bf64-1faa80a49317 John Ngai false No 324 1 2 full [CN] Daily Briefing | 20260318-002 | 战争溢出·油价破百·迪拜遇袭·BTC75K·玻尔兹曼大脑 [CN] Daily Briefing | 20260318-002 | 战争溢出·油价破百·迪拜遇袭·BTC75K·玻尔兹曼大脑 https://johngai.podbean.com/e/cndailybriefing20260318002%e6%88%98%e4%ba%89%e6%ba%a2%e5%87%ba%c2%b7%e6%b2%b9%e4%bb%b7%e7%a0%b4%e7%99%be%c2%b7%e8%bf%aa%e6%8b%9c%e9%81%87/ https://johngai.podbean.com/e/cndailybriefing20260318002%e6%88%98%e4%ba%89%e6%ba%a2%e5%87%ba%c2%b7%e6%b2%b9%e4%bb%b7%e7%a0%b4%e7%99%be%c2%b7%e8%bf%aa%e6%8b%9c%e9%81%87/#comments Wed, 18 Mar 2026 06:54:38 +0800 johngai.podbean.com/4ec30ab3-e5ad-5997-8dd3-8f5ec8358796 John Ngai false No 523 2 3 full [CN] AI与随想 | 20260318-002 | 规模定律：AI最反直觉的秘密 [CN] AI与随想 | 20260318-002 | 规模定律：AI最反直觉的秘密 https://johngai.podbean.com/e/cnai%e4%b8%8e%e9%9a%8f%e6%83%b320260318-002%e8%a7%84%e6%a8%a1%e5%ae%9a%e5%be%8b%ef%bc%9aai%e6%9c%80%e5%8f%8d%e7%9b%b4%e8%a7%89%e7%9a%84/ https://johngai.podbean.com/e/cnai%e4%b8%8e%e9%9a%8f%e6%83%b320260318-002%e8%a7%84%e6%a8%a1%e5%ae%9a%e5%be%8b%ef%bc%9aai%e6%9c%80%e5%8f%8d%e7%9b%b4%e8%a7%89%e7%9a%84/#comments Wed, 18 Mar 2026 06:37:11 +0800 johngai.podbean.com/6c34b813-6b77-5bc2-ae0b-8f5d00e7f181 John Ngai false No 758 2 2 full [CN] AI与随想 | 20260318-001 | 叔本华：养狗叫世界灵魂的悲观主义天才 [CN] AI与随想 | 20260318-001 | 叔本华：养狗叫世界灵魂的悲观主义天才 https://johngai.podbean.com/e/cnai%e4%b8%8e%e9%9a%8f%e6%83%b320260318-001%e5%8f%94%e6%9c%ac%e5%8d%8e%ef%bc%9a%e5%85%bb%e7%8b%97%e5%8f%ab/ https://johngai.podbean.com/e/cnai%e4%b8%8e%e9%9a%8f%e6%83%b320260318-001%e5%8f%94%e6%9c%ac%e5%8d%8e%ef%bc%9a%e5%85%bb%e7%8b%97%e5%8f%ab/#comments Wed, 18 Mar 2026 02:09:32 +0800 johngai.podbean.com/7b63fc50-7761-528a-8023-f40e6b93c617 John Ngai false No 597 2 1 full [EN] AI-Research | 20260318-001 | Multi-Agent Safety, OpenClaw, Context7 & Identic AI [EN] AI-Research | 20260318-001 | Multi-Agent Safety, OpenClaw, Context7 & Identic AI https://johngai.podbean.com/e/ai-research-20260318-001-multi-agent-safety-openclaw-context7-identic-ai/ https://johngai.podbean.com/e/ai-research-20260318-001-multi-agent-safety-openclaw-context7-identic-ai/#comments Wed, 18 Mar 2026 01:50:59 +0800 johngai.podbean.com/8234c333-f54b-5bdb-a757-29558fd52a47 John Ngai false No 211 1 1 full