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50 篇
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1:29:02EN
Cognitive Revolution "How AI Changes Everything"· 2025年2月15日播客She Never Sees a Row of Your Data. The Answers Still Clear 95%.主持 Nathan LabenzIllumex CEO Inna Tokarev Sela tells Nathan Labenz how a Platonic industry ontology, trained only on metadata, collapses enterprise software into one conversation.RAG 与知识库上下文工程Knowledge graphs+3
1:24:48EN
Cognitive Revolution "How AI Changes Everything"· 2024年11月23日播客Canva's AI Features Have Been Used 10 Billion Times. The Playbook Is Not a Chat Box主持 Nathan LabenzJohn Milinovich, Canva's generative-AI product lead, walks Nathan Labenz through automation versus augmentation, concept-level interfaces, evals without a design arena, and why application-layer companies still have a decade of room.产品与体验Product StrategyAI Product Management+3
2:29:04EN → 简体中文
Lex Fridman· 2024年10月6日播客 · 2 人对谈让程序员留在驾驶座上:Cursor 创始人谈 Tab、智能体(Agent)与零熵编辑嘉宾 Cursor Team · 主持 Lex FridmanMichael Truell、Aman Sanger、Sualeh Asif 和 Arvid Lunnemark 向莱克斯·弗里德曼(Lex Fridman)讲述了他们为什么要分叉 VS Code、Tab 和 Apply 究竟如何运作,以及为什么大多数编程仍然需要人类实时迭代。编程智能体开发流程与测试AI interface design+3
1:09:09EN
Cognitive Revolution "How AI Changes Everything"· 2024年10月2日播客30 Percent on SWE-bench: Cosine Taught Genie How Engineers Actually Think主持 Nathan LabenzAlistair Pullen tells Latent Space how Cosine reconstructed human problem-solving, fine-tuned on billions of tokens, and took the top score on software engineering’s hardest public test.编程智能体智能体工程微调+3
37:47EN
No Priors: AI, Machine Learning, Tech, & Startups· 2024年8月30日播客 · 2 人对谈Working Backwards from AGI: Magic's Five-Million-Token Bet主持 Sarah Guo, Elad GilEric Steinberger wants a coding colleague you trust like a teammate — and a world that is still a good place thirty years after AGI.编程智能体上下文工程Inference+3
46:09EN
No Priors: AI, Machine Learning, Tech, & Startups· 2024年8月1日播客 · 2 人对谈Oriol Vinyals: The Days of Burning 90% of Compute on Pretraining Are Numbered主持 Sarah Guo, Elad GilGoogle DeepMind’s VP of research on Gemini, long context, the coming shift from pretraining to RL, and why AGI may never have a finish line.模型与训练AGI TimelinesPretraining & midtraining+3
1:21:53EN
Cognitive Revolution "How AI Changes Everything"· 2024年7月19日播客HippoRAG Matches Iterative Retrieval at One-Tenth the Online Cost主持 Nathan LabenzA hippocampus-inspired knowledge graph lets multi-hop questions skip the brute-force document crawl.RAG 与知识库检索增强生成Knowledge graphs+3
36:20EN
No Priors: AI, Machine Learning, Tech, & Startups· 2024年6月6日播客 · 2 人对谈A Hundred Million Tokens in Context Would Cost $10 Million. Tengyu Ma Runs the RAG Math主持 Sarah Guo, Elad GilThe Stanford professor and Voyage AI founder argues that retrieval, not a giant context window, is how enterprises should manage private knowledge.RAG 与知识库检索增强生成Embeddings+3
29:09EN
No Priors: AI, Machine Learning, Tech, & Startups· 2024年5月9日播客 · 2 人对谈The Hyperscalers Are Spending $200 Billion — and the Next Bottleneck Is a Power Plant主持 Sarah Guo, Elad GilSarah Guo and Elad Gil walk through music models, on-device LLMs, long context, and why AI capex now sits beside oil and broadband.基础设施与部署AI cost & performance上下文工程+3
1:27:01EN
Cognitive Revolution "How AI Changes Everything"· 2024年4月8日播客Three Million Emails, Ten LLM Calls, Six Models: Shortwave's RAG Playbook主持 Nathan LabenzFirebase founder Andrew Lee walks Nathan Labenz through the retrieval stack that turned a Gmail inbox into a working AI assistant.RAG 与知识库检索增强生成Vector search+3
27:32EN
No Priors: AI, Machine Learning, Tech, & Startups· 2024年3月28日播客 · 2 人对谈From a side project to 700 integrations: Harrison Chase on what still blocks agents主持 Sarah Guo, Elad GilThe LangChain CEO walks through a two-year churn of patterns, and why memory, planning, and few-shot data still matter more than swapping models.智能体智能体工程Agent memory+3
31:28EN
No Priors: AI, Machine Learning, Tech, & Startups· 2024年2月22日播客 · 2 人对谈Bolt Memory onto GPT-4 and Cut Hallucinations by up to 50%主持 Sarah Guo, Elad GilPinecone CEO Edo Liberty tells Sarah Guo and Elad Gil how RAG, serverless vectors, and keeping knowledge outside the model make LLMs more reliable.RAG 与知识库检索增强生成Vector search+3
42:07EN
No Priors: AI, Machine Learning, Tech, & Startups· 2024年2月15日播客 · 2 人对谈Notion’s Ivan Zhao: RAG Will Make Organizing Optional主持 Sarah Guo, Elad GilThe Notion CEO tells No Priors why he bet the company on GPT-4, why embeddings matter as much as agents, and why software is entering a bundling cycle.RAG 与知识库检索增强生成Embeddings+3
1:43:07EN
Cognitive Revolution "How AI Changes Everything"· 2024年1月20日播客An Agent Posted Five Tweets — and 5,000 People Didn't Notice主持 Nathan LabenzMultiOn founder Div Garg walks Cognitive Revolution through what web agents can actually do in early 2024, what they cost, and why guardrails have to sit outside the model.智能体智能体工程上下文工程+3
46:36EN
No Priors: AI, Machine Learning, Tech, & Startups· 2024年1月18日播客 · 2 人对谈After a decade of code search, Sourcegraph’s CTO says the coding-AI fight is outside the model主持 Sarah Guo, Elad GilBeyang Liu on Cody, why keyword search still does most of RAG, and why CS fundamentals get more valuable as AI compresses the middleware.编程智能体检索增强生成上下文工程+3
1:53:08EN
Cognitive Revolution "How AI Changes Everything"· 2024年1月18日播客When GPT-4 Writes SQL, Four Tables Is the Breaking Point主持 Nathan LabenzJuan Sequeda on why a knowledge graph is the accurate, explainable brain that foundation models do not have.RAG 与知识库Knowledge graphs检索增强生成+3
1:18:39EN
Cognitive Revolution "How AI Changes Everything"· 2023年12月20日播客The GPT-4 Red-Teamer Who Got Unstuck by a Mediocre Outline主持 Nathan LabenzDan Shipper shows Nathan Labenz how to use ChatGPT as a copilot for thinking, not as a ghostwriter for his own voice.产品与体验Prompting & in-context learningHuman-AI Collaboration+3
1:25:11EN
Cognitive Revolution "How AI Changes Everything"· 2023年10月26日播客105 lines of code, a million impressions, and a VC who refused to found the company主持 Nathan LabenzBabyAGI creator Yohei Nakajima tells Nathan Labenz how a weekend prototype set off the agent wave — and why he went back to writing checks.智能体智能体工程Agent orchestration+3
1:26:30EN
Cognitive Revolution "How AI Changes Everything"· 2023年10月24日播客Most of this data has never been in a database: Chroma's wartime CTO on RAG主持 Nathan LabenzAnton Troynikov returns to The Cognitive Revolution to argue that retrieval quality is mostly the embedding, that Chroma should own the RAG loop, and that GPT still fails a basic Game of Life test of reasoning.RAG 与知识库检索增强生成Embeddings+3
1:40:44EN
Cognitive Revolution "How AI Changes Everything"· 2023年7月19日播客Give the Model Time, Memory, and Tools: Nathan Labenz’s 2023 Field Guide to Using GPT-4主持 Nathan LabenzPart two of the AI Scouting Report walks from H100 clusters and RLHF through chain-of-thought, retrieval, agents, and mixture-of-experts.智能体检索增强生成Prompting & in-context learning+3
1:47:05EN
Cognitive Revolution "How AI Changes Everything"· 2023年7月1日播客Edit Meaning, Not Tokens: Linus Lee on Latent-Space Interfaces主持 Nathan LabenzThe Notion AI product lead walks Nathan Labenz through the interfaces, model autopsies, and agency questions behind his research prototypes.产品与体验AI interface designProduct Strategy+3
17:22EN → 简体中文
Lenny's Podcast播客别把自己变成软件工厂:真正的产品是团队的上下文主持 Lenny RachitskyLinear 首席执行官 Karri Saarinen 认为,当 AI 把执行自动化之后,产品团队必须守住那些让好产品成为可能的学习。产品与体验Product StrategyProduct Leadership+3
1:36:57EN
Unsupervised Learning: With Jacob Effron播客Do the Dumb Thing First: A CTO's Playbook for Building an AI Coding Assistant主持 Jacob EffronSourcegraph CTO Beyang Liu on which AI coding features actually earn daily use, how new models get shipped and evaluated, and why retrieval is still a search problem.编程智能体评估检索增强生成+3
21:31EN → 简体中文
Lenny's Podcast播客划桨还是掌舵:Atlassian 产品经理怎样变成 AI 构建者主持 Lenny RachitskyAtlassian 首席产品官 Tamar Yehoshua 用 Confluence、从零产品和 Jira 三个内部项目,说明产品经理何时该写代码、何时该给团队掌舵。产品与体验Product ManagementAI Product Management+3
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