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1:04:14EN
Unsupervised Learning: With Jacob Effron· 2026年7月31日播客The Man Who Helped Stand Up Colossus in 120 Days Is Betting on an AI That Lives in Your House主持 Jacob EffronxAI co-founder Igor Babuschkin left to start River AI, arguing coding agents have crossed a threshold, closed labs are getting squeezed, and the next prize is personal, local intelligence.智能体AI startups & small teamsCompany Building+3
1:06:36EN → 简体中文
Unsupervised Learning: With Jacob Effron· 2026年6月12日播客账单一夜翻倍,接下来 API 可能会消失主持 Jacob Effron隔了半年,Ari Morcos 和 Rob Toews 再次与 Jacob Efron 碰面,讲了为什么编程智能体终于能用了,为什么接近前沿的开放权重模型可能已经见顶,以及算力短缺为何可能让公开 API 被拔掉插头。企业与战略AI StrategyOpen-source ecosystems+3
1:09:48EN → 简体中文
Unsupervised Learning: With Jacob Effron· 2025年12月5日播客中国 AI 实验室从 15 家减到 6 家,算力差距是 15 比 1主持 Jacob EffronJordan Schneider 在《Unsupervised Learning》节目中说,中国的模型是私人资本的故事,北京仍然从硬件的角度看问题。西方真正的优势,在于它能够对外供应的芯片,并非什么国家统筹的总体规划。企业与战略GeopoliticsAI Strategy+3
1:16:53EN → 简体中文
Unsupervised Learning: With Jacob Effron· 2025年10月24日播客Karpathy 说今天的模型是“slop”,他的十年时间表听起来仍然很乐观主持 Jacob EffronDatology AI 的 Ari Morcos 与 Radical Ventures 的 Rob Toews 梳理了 Karpathy 的一盆冷水、OpenAI 的交易,以及究竟是谁在为数据中心热潮买单。企业与战略AI StrategyCompany Building+3
59:06EN
Unsupervised Learning: With Jacob Effron· 2025年9月10日播客Inference Costs Fell 100x. Tri Dao Says There's Another 10x — and NVIDIA's 90% Won't Hold主持 Jacob EffronThe FlashAttention author and Together AI chief scientist on why hardware portability is a myth, how Claude Code made him 1.5x faster, and why workloads will split the chip market.基础设施与部署InferenceAI cost & performance+3
54:53EN → 简体中文
Unsupervised Learning: With Jacob Effron· 2025年6月17日播客一个免费投票榜烧掉 200 万美元,之后却融到了 1 亿美元主持 Jacob EffronDatabricks 联合创始人 Ion Stoica 解释了 LMArena 为何存在,中国为何在开源(open source)模型上占据优势,以及为什么真正拖住 AI 的仍然是可靠性,而不是又一条规模定律(scaling law)。评估与可观测性评估Benchmarks+3
45:06EN
Unsupervised Learning: With Jacob Effron· 2025年3月5日播客Mike Schroepfer: AI’s Bottleneck Is Electricity, and One Tanker of Fusion Fuel Could Power the U.S. for a Year主持 Jacob EffronMeta’s former CTO tells Redpoint why hyperscaler demand is the climate story, why Llama was an access play, and why tomorrow’s CTO still lives or dies on a priority queue.基础设施与部署AI StrategyOpen-weight models+3
1:24:57EN → 简体中文
Unsupervised Learning: With Jacob Effron· 2025年1月21日播客50000 块 GPU 的上限,和 1700 块芯片的漏洞主持 Jacob EffronSemiAnalysis 创始人 Dylan Patel 梳理 AI 扩散规则、中国的算力困境,以及 xAI 如何在孟菲斯一座封闭的家电工厂里搭起一个 100000 块 GPU 的集群。基础设施与部署AI RegulationGeopolitics+3
55:50EN
Unsupervised Learning: With Jacob Effron· 2024年12月16日播客There will not be one model. Fireworks is betting on hundreds of small experts主持 Jacob EffronPyTorch veteran Lin Qiao argues that inference is a compound system hyperscalers cannot buy their way through, and that the products with real traction still keep a human in the loop.基础设施与部署InferenceModel routing & gateways+3
45:46EN
Unsupervised Learning: With Jacob Effron播客Giving AI a Nervous System: Voice, Touch, and the Post-Keyboard Interface主持 Jacob EffronLiveKit's Russ explains how voice AI, multimodal chat, cloud browsers, and on-device models are reshaping how humans work with machines.多模态与媒体语音 AIMultimodal AI+3
51:55EN
Unsupervised Learning: With Jacob Effron播客The Search Engine Under AI Apps: Why Bigger Context Windows Aren't Enough主持 Jacob EffronTurbopuffer CEO Simon on object-storage databases, vector-search trade-offs, and the AI features that will become SaaS table stakes.基础设施与部署Vector search检索增强生成+3
46:48EN
Unsupervised Learning: With Jacob Effron播客Snowflake's AI Stack: Small Models, the Text-to-SQL Iceberg, and Why Governance Comes First主持 Jacob EffronSnowflake head of AI Baris Gekken explains how Arctic and Cortex were built, where enterprise AI actually works today, and why precision, governance and evaluation matter more than raw model capability.企业与战略基础设施与部署企业 AI+3
54:52EN
Unsupervised Learning: With Jacob Effron播客Coding Agents Are Breaking Containment: The 2026 AI Stack, the Coding Wars, and the Next Frontier主持 Jacob EffronJacob Effron and Swyx map the state of AI engineering, from agent harnesses and infrastructure churn to coding-market economics, open models, dark factories, and world models.编程智能体智能体工程上下文工程+3
1:01:13EN
Unsupervised Learning: With Jacob Effron播客Pinecone's Vector Database Bet: Scaling Through the ChatGPT Tsunami主持 Jacob EffronEdo Liberty explains how Pinecone scaled through the generative AI boom, why vector search is more than a database add-on, and where he sees the next AI infrastructure shifts.基础设施与部署Vector search检索增强生成+3
1:02:15EN
Unsupervised Learning: With Jacob Effron播客Suno’s CEO Says the Future of Music Is a Conversation, Not a Prompt主持 Jacob EffronSuno CEO Mikey Shulman explains how AI music is moving from text prompts to co-creation, why music evals are subjective, and what he would build next.多模态与媒体Generative mediaMultimodal AI+3