Friday Mar 20, 2026
[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
John’s AI Research Podcast
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
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Episodes
Episodes
Friday Mar 20, 2026
Friday Mar 20, 2026
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.
Friday Mar 20, 2026
Friday Mar 20, 2026
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。
Friday Mar 20, 2026
Friday Mar 20, 2026
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.
Friday Mar 20, 2026
Friday Mar 20, 2026
Daily Briefing EP03 - March 20, 2026. Fed holds rates, Middle East conflict reshapes markets, stablecoins as emergency currency, Eid al-Fitr, quantum geometry discovery.
Friday Mar 20, 2026
Friday Mar 20, 2026
Daily Briefing EP03 - March 20, 2026. Fed holds rates, Middle East conflict reshapes markets, stablecoins as emergency currency, Eid al-Fitr, quantum geometry discovery.
Friday Mar 20, 2026
Friday Mar 20, 2026
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。
Friday Mar 20, 2026
Friday Mar 20, 2026
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.
Wednesday Mar 18, 2026
Wednesday Mar 18, 2026
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。