JE

Jacob Effron

Unsupervised Learning
79期播客1个节目2024 – 2026时间跨度

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79 期 · 最新在前
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202612 期
Unsupervised Learning2026年10月Post-Training Wins Inference: Why Owning the Weights Beats Betting on One Lab模型与训练Post-trainingReinforcement Learning主持ENUnsupervised Learning2026年9月They cheated in two hours, then spent four days hiding from a scorer that was never looking安全AI security安全与治理主持ENUnsupervised Learning2026年7月The Man Who Helped Stand Up Colossus in 120 Days Is Betting on an AI That Lives in Your House智能体AI startups & small teamsCompany Building主持ENUnsupervised Learning2026年7月Carriers Spend $200 Billion a Year. The Money Went Up the Stack企业与战略AI Strategy企业 AI主持ENUnsupervised Learning2026年7月A Trillion Dollars of GPUs Will Be Worth $100 Billion in Five Years, Says LSTM's Jürgen Schmidhuber模型与训练通用人工智能AI research主持ENUnsupervised Learning2026年6月Bills Doubled Overnight. Next, the APIs Might Vanish.企业与战略AI StrategyOpen-source ecosystems主持ENUnsupervised Learning2026年6月A Trillion Tokens Later, the Concept Finally Lands: Łukasz Kaiser on What Transformers Still Miss模型与训练AI research编程智能体主持ENUnsupervised Learning2026年6月Reid Hoffman Pledged a Billion to Free DeepMind. Hassabis Never Played the Card企业与战略AI Strategy安全与治理主持ENUnsupervised Learning2026年5月The GPT moment for video hasn’t arrived, but AGI may already be here模型与训练World modelsReinforcement Learning主持ENUnsupervised Learning2026年5月Yann LeCun Left Meta Because LLMs Will Not Get You to Intelligence模型与训练World modelsAI research主持ENUnsupervised Learning2026年4月Two Dates from OpenAI's Chief Scientist: Intern by September, Automated Researcher by 2028模型与训练Continual learningReinforcement Learning主持ENUnsupervised Learning2026年1月A Model That Solves New Math Problems Every Week Still Isn't AGI模型与训练Reinforcement LearningAGI Timelines主持EN
202523 期
Unsupervised Learning2025年12月The Real Bottleneck in AI Research Is Compute, Not Ideas企业与战略AI StrategyScaling Laws主持ENUnsupervised Learning2025年12月A Two-Second Vote Is Training Models to Be Clickbait评估与可观测性RL environments & simulatorsData quality & curation主持ENUnsupervised Learning2025年12月The hot-swap era for models is over, OpenAI's enterprise product chief says企业与战略企业 AIProduct Strategy主持ENUnsupervised Learning2025年12月China's AI Labs Went From 15 to Six. The Compute Gap Is 15-to-1.企业与战略GeopoliticsAI Strategy主持ENUnsupervised Learning2025年12月After SWE-bench Hits 80.9%, Dianne Na Penn Reckons with Opus 4.5智能体AI Product Management评估主持ENUnsupervised Learning2025年10月Karpathy Called Today's Models Slop. His Decade Timeline Still Sounds Bullish企业与战略AI StrategyCompany Building主持ENUnsupervised Learning2025年9月$100 Million Researchers and a $200 Billion xAI: An AI Roundtable Does the Math企业与战略AI StrategyAI startups & small teams主持ENUnsupervised Learning2025年9月A Name Invented at 2:30 a.m. Put Gemini on Top of the App Store多模态与媒体Multimodal AIGenerative media主持ENUnsupervised Learning2025年9月Inference Costs Fell 100x. Tri Dao Says There's Another 10x — and NVIDIA's 90% Won't Hold基础设施与部署InferenceAI cost & performance主持ENUnsupervised Learning2025年8月They Aimed for 1%. The Lab Hit 20%. Chai Discovery Moved Antibody Design Onto the Computer.模型与训练AI for scienceComputational Biology主持ENUnsupervised Learning2025年6月A Free Voting Board Burned $2 Million. Then It Raised $100 Million.评估与可观测性评估Benchmarks主持ENUnsupervised Learning2025年6月Mercor's CEO: Knowledge Work's Next Job Is Writing Evals评估与可观测性评估Data quality & curation主持ENUnsupervised Learning2025年5月The New Ruler for Models Is How Long They Can Work编程智能体智能体工程评估主持ENUnsupervised Learning2025年5月An Eval Lasts Three Months — and a Frozen Frontier Would Still Feed Startups for a Decade模型与训练评估Post-training主持ENUnsupervised Learning2025年4月Sal Khan's $15 Tutor Hit 1.4 Million Users. Making Kids Actually Use It Is the Product产品与体验AI in EducationProduct Strategy主持ENUnsupervised Learning2025年4月The Transformer Co-Author Who Says Scaling Hit a Wall企业与战略企业 AIAI Strategy主持ENUnsupervised Learning2025年4月The $177 Billion GPU Bet Only Works If AI Becomes a $1.5 Trillion Market企业与战略AI StrategyCompany Building主持ENUnsupervised Learning2025年3月Open-source models are 5% of enterprise use — and GPT wrappers won企业与战略Product-Market FitAI Strategy主持ENUnsupervised Learning2025年3月A Million Tokens per Dollar: Why Noam Shazeer Thinks Inference Compute Is Still Untapped模型与训练Reasoning & test-time computeScaling Laws主持ENUnsupervised Learning2025年3月Mike Schroepfer: AI’s Bottleneck Is Electricity, and One Tanker of Fusion Fuel Could Power the U.S. for a Year基础设施与部署AI StrategyOpen-weight models主持ENUnsupervised Learning2025年2月The Cheaper Intelligence Gets, the More of It We'll Buy智能体智能体工程Reinforcement Learning主持ENUnsupervised Learning2025年1月A Million Tokens Cannot Write a Good Joke评估与可观测性评估Benchmarks主持ENUnsupervised Learning2025年1月A 50,000-GPU cap and a 1,700-chip loophole基础设施与部署AI RegulationGeopolitics主持EN
20249 期
Unsupervised Learning2024年12月o1 Is a New Generation — and the Day AGI Arrives Will Feel Boring模型与训练Reasoning & test-time compute智能体工程主持ENUnsupervised Learning2024年12月There will not be one model. Fireworks is betting on hundreds of small experts基础设施与部署InferenceModel routing & gateways主持ENUnsupervised Learning2024年12月Noam Brown: There's No Hard Wall—Just Eight Orders of Magnitude of Headroom模型与训练Reasoning & test-time compute通用人工智能主持ENUnsupervised Learning2024年11月He bet company equity that Transformer would last — then drew an AI map for 12,000 companies企业与战略Transformers & attentionPretraining & midtraining主持ENUnsupervised Learning2024年10月DeepL Beat Google at Translation by Refusing to Be a General Model企业与战略Data quality & curation评估主持ENUnsupervised Learning2024年10月o1 Is Slow and Hard to Use. Percy Liang Still Calls It a Turning Point模型与训练Reasoning & test-time computeAI research主持ENUnsupervised Learning2024年6月Scott Belsky: Models Are Commoditizing. Controls, Data, and Taste Are the Moat产品与体验Product StrategyAI interface design主持ENUnsupervised Learning2024年3月A Broken Belt Buckle Turned Gucci's Call Center Into a Sales Floor企业与战略企业 AIAI Strategy主持ENUnsupervised Learning2024年1月OpenAI's First DevRel Writes 90% of His Code with ChatGPT — and Says Web Agents Still Need Years企业与战略AI StrategyPrompting & in-context learning主持EN
日期未知35 期
Unsupervised LearningSuno’s CEO Says the Future of Music Is a Conversation, Not a Prompt多模态与媒体Generative mediaMultimodal AI主持ENUnsupervised LearningPinecone's Vector Database Bet: Scaling Through the ChatGPT Tsunami基础设施与部署Vector search检索增强生成主持ENUnsupervised LearningPeter Deng on Why AI Pricing, Evals and Voice Are Still Misunderstood企业与战略Product StrategyPricing Strategy主持ENUnsupervised LearningPerplexity's Bet: Search Becomes Answers, and Answers Become a BusinessRAG 与知识库检索增强生成Search & retrieval主持ENUnsupervised LearningCoding Agents Are Breaking Containment: The 2026 AI Stack, the Coding Wars, and the Next Frontier编程智能体智能体工程上下文工程主持ENUnsupervised LearningAgents Everywhere: OpenAI's Blueprint for Tool Use, Evals, and Computer-Use Infrastructure智能体智能体工程Computer use主持ENUnsupervised LearningThe Long Tail, the World Model, and the 1995 Problem: Inside Waymo's Scaling Phase and Robotics' Missing MomentAutonomous DrivingRoboticsMultimodal AI主持ENUnsupervised LearningSnowflake's AI Stack: Small Models, the Text-to-SQL Iceberg, and Why Governance Comes First企业与战略基础设施与部署企业 AI主持ENUnsupervised LearningCameras Optional: HeyGen's Joshua Xu on Avatars, Orchestration and Building Ahead of the Models多模态与媒体Generative media语音 AI主持ENUnsupervised LearningLegora's CEO on Building Legal AI That Survives the Next Model Release企业与战略企业 AIProduct Strategy主持ENUnsupervised LearningThe Search Engine Under AI Apps: Why Bigger Context Windows Aren't Enough基础设施与部署Vector search检索增强生成主持ENUnsupervised LearningOpenAI’s Platform Bet: Where AI Value Accrues, Why Open Source Trails, and When Superintelligence Arrives企业与战略AGI TimelinesAI Strategy主持ENUnsupervised LearningFrom RAG to Reasoning: Why the Future of AI Is a System, Not a Model模型与训练Reasoning & test-time computePost-training主持ENUnsupervised LearningServal's Jake Stout on Outbuilding ServiceNow: Mirror the System of Record, Bet on Code, and Ship Before the Incumbent Can Book a Meeting企业与战略Company Building企业 AI主持ENUnsupervised LearningGiving AI a Nervous System: Voice, Touch, and the Post-Keyboard Interface多模态与媒体语音 AIMultimodal AI主持ENUnsupervised LearningOscar Health's AI Playbook: Translate the Bureaucracy First, Then Reinvent Care企业与战略AI in healthcare企业 AI主持EN
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