ALEX: Welcome to The AI Daily Roundup for September 14th, 2026. Chip Huyen stood up at P99 Conf and said the quiet part out loud — training a frontier model is a one-time bill, inference is the bill…
AI Engineering: Building Applications with Foundation Models (Chip Huyen) - Amazon Netherlands Store: https://www.amazon.nl/dp/1098166302?tag=9natreedutch-21 - Amazon Belgium Store:…
AI Engineering: Building Applications with Foundation Models (Chip Huyen) - Amazon USA Store: https://www.amazon.com/dp/1098166302?tag=9natree-20 - Amazon Worldwide Store:…
Designing Machine Learning Systems (Chip Huyen) - Amazon USA Store: https://www.amazon.com/dp/1098107969?tag=9natree-20 - Amazon Worldwide Store:…
AI Engineering: Building Applications with Foundation Models (Chip Huyen) - Amazon India Store: https://www.amazon.in/dp/1098166302?tag=9natreehindi-21 - Amazon Worldwide Store:…
Designing Machine Learning Systems (Chip Huyen) - Amazon India Store: https://www.amazon.in/dp/1098107969?tag=9natreehindi-21 - Amazon Worldwide Store:…
Designing Machine Learning Systems (Chip Huyen) - Amazon USA Store: https://www.amazon.com/dp/1098107969?tag=9natree-20 - Amazon Worldwide Store:…
AI Engineering: Building Applications with Foundation Models (Chip Huyen) - Amazon Sweden Store: https://www.amazon.se/dp/1098166302?tag=9natreeswe-21 - Amazon Worldwide Store:…
Designing Machine Learning Systems (Chip Huyen) - Amazon Sweden Store: https://www.amazon.se/dp/1098107969?tag=9natreeswe-21 - Amazon Worldwide Store:…
AI Engineering: Building Applications with Foundation Models (Chip Huyen) - Amazon Poland Store: https://www.amazon.pl/dp/1098166302?tag=9natreepoland-21 - Amazon Worldwide Store:…
AI Engineering: Building Applications with Foundation Models (Chip Huyen) - Amazon Poland Store: https://www.amazon.pl/dp/1098166302?tag=9natreepoland-21 - Amazon Worldwide Store:…
Designing Machine Learning Systems (Chip Huyen) - Amazon Poland Store: https://www.amazon.pl/dp/1098107969?tag=9natreepoland-21 - Amazon Worldwide Store:…
Designing Machine Learning Systems (Chip Huyen) - Amazon Poland Store: https://www.amazon.pl/dp/1098107969?tag=9natreepoland-21 - Amazon Worldwide Store:…
AI Engineering: Building Applications with Foundation Models (Chip Huyen) - Amazon Türkiye Store: https://www.amazon.com.tr/dp/1098166302?tag=9natreetr-21 - Amazon Worldwide Store:…
Designing Machine Learning Systems (Chip Huyen) - Amazon Netherlands Store: https://www.amazon.nl/dp/1098107969?tag=9natreedutch-21 - Amazon Belgium Store:…
Designing Machine Learning Systems (Chip Huyen) - Amazon Netherlands Store: https://www.amazon.nl/dp/1098107969?tag=9natreedutch-21 - Amazon Belgium Store:…
Designing Machine Learning Systems (Chip Huyen) - Amazon Türkiye Store: https://www.amazon.com.tr/dp/1098107969?tag=9natreetr-21 - Amazon Worldwide Store:…
本期播客源自 Chip Huyen 的著作 《AI Engineering》 ，系统地介绍了如何利用 基础模型 构建应用程序。书中明确了 AI 工程 这一新兴领域，强调其核心在于通过 提示词工程 、 检索增强生成 (RAG) 和 微调 等技术，将预训练模型转化为实际产品。作者对比了 AI 工程与传统机器学习工程的差异，指出基础模型的大规模和 自监督学习…
Designing Machine Learning Systems (Chip Huyen) - Amazon USA Store: https://www.amazon.com/dp/1098107969?tag=9natree-20 - Amazon Worldwide Store:…
AI Engineering: Building Applications with Foundation Models (Chip Huyen) - Amazon USA Store: https://www.amazon.com/dp/1098166302?tag=9natree-20 - Amazon Worldwide Store:…
In this month's episode of ICYMI, hear from Chip Huyen, Andrey Kurenkov, Frank Basso and Gilbert Eijkelenboom, discussing why moats are shifting toward physical systems and accumulated product…
AI Engineering: Building Applications with Foundation Models (Chip Huyen) - Amazon USA Store: https://www.amazon.com/dp/1098166302?tag=9natree-20 - Amazon Worldwide Store:…
Projetando sistemas de machine learning (Chip Huyen) - Amazon Brazil Store: https://www.amazon.com.br/dp/8550819670?tag=9natreebrazil-20 - Amazon Worldwide Store:…
Projetando sistemas de machine learning (Chip Huyen) - Amazon Brazil Store: https://www.amazon.com.br/dp/8550819670?tag=9natreebrazil-20 - Amazon Worldwide Store:…
Chip Huyen joins host Jon Krohn for this milestone episode 999 to talk about her record-breaking book "AI Engineering" the most-read title on the O'Reilly platform last year and how the AI landscape…
A frontier LLM at $5 per million tokens looks cheap on the pricing page. Then the arithmetic: one million DAUs issuing one 2,000-token query each is two billion tokens per day, $10K per day, $3.6M…
When you build with foundation models, the model itself is largely a fixed input — you pick GPT, Claude, or Gemini, and you don't retrain weights. The variables you actually control are **the data…
Fine-tuning means teaching a model new **behaviors** by updating its weights. Different from prompting (no weight changes — steer in-context) and RAG (no weight changes — inject context at…
Two ideas, one chapter, same root limitation. A foundation model is **frozen at training time**, has a **bounded context window**, and **cannot act on the world**. **RAG (Retrieval-Augmented…
Prompt engineering is the practice of treating prompts as **software artifacts** rather than chat messages. A prompt has a structure, a version, an associated eval set, a cost profile, and a failure…
The shift from Chapter 3 to Chapter 4 is the shift from evaluating a *model* to evaluating a *system*. A model is a single function scored on a benchmark. A system is a pipeline of components, hit by…
Software testing assumes a deterministic spec — given input X, the function must return Y. LLM evaluation lives in a different universe: the same prompt produces different outputs across runs, two…
A foundation model is the result of three ingredients combined in sequence: **a giant pile of data**, **an architecture that can learn patterns in that data efficiently**, and **a training process…
For most of the last decade, building anything intelligent meant collecting data, training a model, and shipping it. Foundation models broke that loop. Now most teams **consume** rather than…
📝 本期播客简介 本期我们克隆了知名播客《Lenny's Podcast》中，主持人Lenny与AI领域杰出专家Chip Huyen的深刻对话。Chip Huyen不仅是英伟达Nemo平台的核心开发者、Netflix的AI研究员，还在斯坦福大学教授机器学习，更是两度创业的成功创始人，其著作《AI…
Chip Huyen, author of AI Engineering and AI strategy expert from NVIDIA and Netflix, breaks down the technical basics of building successful AI products, covering pre-training, RAG, RLHF, and…
Chip Huyen is a core developer on Nvidia’s Nemo platform, a former AI researcher at Netflix, and taught machine learning at Stanford. She’s a two-time founder and the author of two widely read books…
O’Reilly’s Generative AI in the Enterprise survey reported that people have trouble coming up with appropriate enterprise use cases for AI. Why is it hard to come up with appropriate use cases? Chip…
📝 本期播客简介 本期我们克隆了：AI Engineering with Chip Huyen 主持人 Gergely Orosz 邀请到计算机科学家、作家 Chip Huyen。Chip 不仅是 O'Reilly 平台上备受欢迎的《AI Engineering》一书的作者，还曾在 Netflix 从事研究，担任过 Nvidia 生成式 AI 框架 NeMo…
Podcast : The Pragmatic Engineer (LS 45 · TOP 1% what is this? ) Episode : AI Engineering with Chip Huyen Pub date : 2025-02-05 Get Podcast Transcript → powered by Listen411 - fast audio-to-text and…
From a habit of taking notes to two books on building with AI: Chip Huyen says her first book, Designing Machine Learning Systems, was an accident. She was teaching a course on machine learning…
AI agents, driven by foundation models, are emerging as intelligent assistants capable of perceiving and acting within their environments to complete user-defined tasks. These agents rely on tools…
Supported by Our Partners • Swarmia — The engineering intelligence platform for modern software organizations. • Graphite — The AI developer productivity platform. • Vanta — Automate compliance and…
Chip Huyen joins me to chat about AI Engineering, AI Agents, and much more.
Today, we're joined by Chip Huyen, independent researcher and writer to discuss her new book, “AI Engineering.” We dig into the definition of AI engineering, its key differences from traditional…
In this episode, we dive deep into the world of AI engineering with Chip Huyen, author of the excellent, newly released book "AI Engineering: Building Applications with Foundation Models". We explore…
Send us Fan Mail In this episode of Unriveted, we welcome Chip Huyen's dive into all things artificial intelligence, joined by the stellar Chip Huyen, an AI aficionado, Stanford educator, and…
Join us as we explore the key themes and challenges of building Large Language Model (LLM) applications for production, inspired by Chip Huyen's insights from the LLMs in Prod Conference. From…
As AI agents and multimodal models become more prevalent, understanding how to evaluate GenAI is no longer optional – it's essential. Generative AI introduces new complexities in assessment compared…
A new badge for open source projects that won't be getting any maintenance, everything Chip Huyen learned from looking at 900 open source AI tools, CNBC writes up tech's renewed layoff trend, Teable…
Chip Huyen documents the shifting sand of large data models, Herman Õunapuu reviews the Zimaboard, Bryan Braun shares 4 of his most recent VSCode configuration discoveries & Swizec Teller wrote a…
Chip Huyen, co-founder of Claypot AI and author of O'Reilly's best-selling "Designing Machine Learning Systems" is here to share her expertise on designing production-ready machine learning…
Chip Huyen (Claypot AI) joins the show to chat about switching from a batch mindset to a streaming mindset, the convergence of data scientist and data engineering roles, and much more. Chip is a…
MLOps Coffee Sessions #133 {Podcast BTS} with Chip Huyen, Real-time Machine Learning with Chip Huyen, co-hosted by Vishnu Rachakonda. Join the Community:…
In episode 32 of The Gradient Podcast, Andrey Kurenkov speaks to Chip Huyen. Chip Huyen is a co-founder of Claypot AI, a platform for real-time machine learning. Previously, she was with Snorkel AI…
Chip Huyen - Principles of Good Machine Learning Systems Design This talk covers what it means to operationalize ML models. It starts by analyzing the difference between ML in research vs. in…
Chip Huyen is a writer and computer scientist currently working at a startup that focuses on machine learning production pipelines. Previously, she’s worked at NVIDIA, Netflix, and Primer. She helped…
Audio (Podcast Version) available here: https://anchor.fm/chaitimedatascience Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Chip…