John’s AI Research Podcast

EP13: Jensen Huang Declares AGI on Lex Fridman, Google AI Co-Scientist rewrites drug discovery, DIVA-GRPO adaptive training at ICLR 2026, rewritable DNA hard drives, and swarm intelligence lessons for multi-agent AI systems. [CN]

EP13: Jensen Huang Declares AGI on Lex Fridman, Google AI Co-Scientist rewrites drug discovery, DIVA-GRPO adaptive training at ICLR 2026, rewritable DNA hard drives, and swarm intelligence lessons for multi-agent AI systems. [EN]

深度剖析OpenClaw开源AI Agent网关,二十五万星GitHub项目。架构设计、生产部署和生态系统。

Deep dive into OpenClaw, the open-source multi-platform AI Agent gateway with 250K+ GitHub stars. Architecture, production deployment, and ecosystem.

Claude Code 生产级使用完全指南，涵盖工作流、最佳实践和高级技巧。

A comprehensive guide to using Claude Code effectively in production environments, covering workflows, best practices, and advanced techniques.

解读开创性的 Transformer 论文，这篇论文彻底革新了自然语言处理领域，奠定了现代 AI 的基础。

Breaking down the landmark Transformer paper that revolutionized NLP and laid the foundation for modern AI.

深度剖析 Manus 自主 AI 智能体，探索其如何突破 AI 系统自主完成任务的边界。

A deep dive into Manus, the autonomous AI agent pushing the boundaries of what AI systems can accomplish independently.

深入解析 LangGraph 的架构设计，探讨如何构建具有持久记忆和复杂工作流的有状态多智能体 AI 系统。

Exploring LangGraph's architecture for building stateful, multi-agent AI systems with persistent memory and complex workflows.

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

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

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。

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.

第五期晚间版：多智能体辩论中的不确定性分解（认识论与偶然性之别），二零二六年 MCP 与 A2A 协议格局，Lex Fridman 第四九零期解析，太平洋海山百余个新物种发现，以及十五分钟城市理论与实践的张力。

EP05 Evening Edition: Multi-agent debate uncertainty decomposition (epistemic vs aleatoric), MCP vs A2A protocol landscape 2026, Lex Fridman #490 State of AI breakdown, Pacific seamount 100 new species discovery, and the 15-minute city theory vs practice.

EP03 — 二零二六年三月二十日。本期话题：中东冲突第三周与霍尔木兹海峡石油咽喉；美联储维持利率百分之三点五至三点七五不变，道指暴跌七百六十八点，黄金周跌百分之十；滞胀经济学迷你课；稳定币成为应急货币（市值两千四百亿美元）；全球开斋节庆典；量子几何隐藏结构发现及阿贝尔奖授予格尔德·法尔廷斯。

EP03 — March 20, 2026. Topics: Middle East conflict Week 3 & Strait of Hormuz oil chokepoint; Fed holds rates at 3.5-3.75%, Dow plunges 768 points, gold crashes 10%; Stagflation mini-lesson; Stablecoins as emergency currency ($240B market cap); Eid al-Fitr celebrations worldwide; Hidden quantum geometry discovery & Abel Prize for Gerd Faltings.

Daily Briefing EP03 - March 20, 2026. Fed holds rates, Middle East conflict reshapes markets, stablecoins as emergency currency, Eid al-Fitr, quantum geometry discovery.

Daily Briefing EP03 - March 20, 2026. Fed holds rates, Middle East conflict reshapes markets, stablecoins as emergency currency, Eid al-Fitr, quantum geometry discovery.

第四期：当测试来驾驶Agent，混合架构来改写规则。深度解读TDAD论文（回归率降低70%）、OlMo Hybrid混合架构（49%训练数据节省）、MCP 2026企业级路线图、金缮哲学与Agent系统设计、莱维飞行随机游走。