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Advancing AI: Scaling, Data, Agents, Testing, and Ethical Considerations
Manage episode 438328220 series 2570898
Dr. Andrew Ng is a globally recognized AI leader, founder of DeepLearning.AI and Landing AI, General Partner at AI Fund, Chairman and Co-Founder of Coursera, and Adjunct Professor at Stanford University.
Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/
Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS.
Detailed show notes - with links to many references - can be found on The Data Exchange web site.
280 פרקים
Manage episode 438328220 series 2570898
Dr. Andrew Ng is a globally recognized AI leader, founder of DeepLearning.AI and Landing AI, General Partner at AI Fund, Chairman and Co-Founder of Coursera, and Adjunct Professor at Stanford University.
Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/
Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS.
Detailed show notes - with links to many references - can be found on The Data Exchange web site.
280 פרקים
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1 2025 Artificial Intelligence Index 51:44

1 How AI is Transforming Talent Development 28:30

1 Prompts as Functions: The BAML Revolution in AI Engineering 38:49

1 Building the Operating System for AI Agents 45:42

1 Bridging the AI Agent Prototype-to-Production Chasm 38:40

1 The Evolution of Reinforcement Fine-Tuning in AI 45:45

1 Beyond GPUs: Cerebras’ Wafer-Scale Engine for Lightning-Fast AI Inference 39:26

1 The Future of AI: Regulation, Foundation Models & User Experience 47:42

1 The AI Agent Rundown: 10 Things to Know Now 24:01

1 Why ‘Structure’ Is All You Need: A Deep Dive into Next-Gen AI Retrieval 32:27

1 Why Legal Hurdles Are the Biggest Barrier to AI Adoption 38:57

1 Unlocking Spreadsheet Intelligence with AI 47:54

1 Monthly Roundup: Deregulation, Hardware, and Inference Scaling 45:41

1 What AI Teams Need to Know for 2025 32:26

1 AI Unlocked: The Data Bottleneck 25:11

1 The Data-Centric Shift in AI: Challenges, Opportunities, and Tools 27:43

1 Monthly Roundup: Semiconductors, Frontier Models, and Practical Innovations 48:51

1 Breaking the Cloud Barrier: How DBOS Transforms Application Development 36:02

1 The Essential Guide to AI Guardrails 47:27

1 Beyond ETL: How Snow Leopard Connects AI, Agents, and Live Data 43:33

1 2024 Generative AI in Healthcare Survey Results 37:35

1 Monthly Roundup: BAML, Tencent’s Hunyuan Model, AI & Kubernetes, and the Future of Voice AI 49:22

1 Building the Future of Finance: Inside AI Valuation Bots 37:45

1 Unleashing the Power of BAML in LLM Applications 45:45

1 Cracking the Code: How Enterprises Are Adopting Generative AI 30:09

1 Monthly Roundup: Ray Compiled Graphs, Llama 3.2 and Multimodal AI, and Structured Data for RAG 52:57

1 Reimagining Code: The AI-Driven Transformation of Programming and Data Analytics 41:05

1 The Security Debate: How Safe is Open-Source Software? 51:06

1 Generative AI in Voice Technology 59:41

1 Building An Experiment Tracker for Foundation Model Training 37:56
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