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Chip Huyen

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Website

https://huyenchip.com

Twitter

chipro

Genre

Science, Nonfiction, Contemporary

Member Since

January 2014

URL

https://www.goodreads.com/chiphuyen

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I have a book channel on insta @chipslib!
***

I’m Chip Huyen, a writer and computer scientist. I grew up chasing grasshoppers in a small rice-farming village in Vietnam.

I'm interested in AI for storytelling and roleplaying. Previously, I built machine learning tools at NVIDIA and Netflix. I've also founded and sold a company.

I graduated from Stanford, where I taught ML Systems. The lectures became the foundation for the book Designing Machine Learning Systems, which is an Amazon #1 bestseller in AI and has been translated into 10+ languages (very proud)!

My new book AI Engineering (2025) is currently the most read book on the O’Reilly platform. It’s also available on Amazon and Kindle.

In my free time, I travel and write. After high school, I w ...more

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Average rating: 4.16 · 5,495 ratings · 827 reviews · 7 distinct works • Similar authors

	Xách Ba Lô Lên Và Đi - Tập 1: Châu Á Là Nhà. Đừng Khóc! 3.89 avg rating — 1,494 ratings — published 2012 — 2 editions	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications 4.45 avg rating — 1,017 ratings — published 2022 — 27 editions	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	Giấc mơ Mỹ - Đường đến Stanford 4.05 avg rating — 924 ratings — published 2016	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	AI Engineering: Building Applications with Foundation Models 4.46 avg rating — 785 ratings — 9 editions	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	Tuổi Trẻ Không Hối Tiếc 4.32 avg rating — 608 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	Xách Ba Lô lên Và Đi - Tập 2: Đừng Chết Ở Châu Phi 3.94 avg rating — 660 ratings — published 2013 — 2 editions	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	Entanglements that never end by Alexandria Song, Chip Huyen (Goodreads Author) 4.07 avg rating — 14 ratings — expected publication 2026	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars

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Chip Huyen's Blog

Common pitfalls when building generative AI applications

As we��re still in the early days of building applications with foundation models, it��s normal to make mistakes. This is a quick note with examples of some of the most common pitfalls that I��ve seen, both from public case studies and from my personal experience.

Because these pitfalls are common, if you��ve worked on any AI product, you��ve probably seen them before.

1. Use generative AI when Read more of this blog post »

View more on Chip Huyen's website »

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Published on January 15, 2025 16:00

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Series by Chip Huyen

Xách Ba Lô Lên Và Đi (2 books)
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Chip Huyen (Goodreads Author)

3.90 avg rating — 2,154 ratings

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AI Engineering: Building Applications with Foundation Models

by Chip Huyen (Goodreads Author)

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Jun 01, 2025 02:40AM

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Entanglements that never end

by Alexandria Song

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May 23, 2025 10:29PM

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Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

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May 31, 2022 06:16PM

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Chip’s Recent Updates

Chip Huyen is now friends with Subhashini Sivasubramanian
3 hours, 43 min ago · like
Chip Huyen wants to read Say Nothing: A True Story of Murder and Memory in Northern Ireland by Patrick Radden Keefe	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
17 hours, 32 min ago · 2 likes · like · preview book See a Problem? We’d love your help. Let us know what’s wrong with this preview of Say Nothing by Patrick Radden Keefe. Problem: Details (if other): Thanks for telling us about the problem. Not the book you’re looking for? Preview — Say Nothing by Patrick Radden Keefe <iframe sandbox id="wrongBookKindlePreviewScreen">
Chip Huyen wants to read The Party's Interests Come First: The Life of Xi Zhongxun, Father of Xi Jinping by Joseph Torigian	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
17 hours, 38 min ago · like · preview book See a Problem? We’d love your help. Let us know what’s wrong with this preview of The Party's Interests Come First by Joseph Torigian. Problem: Details (if other): Thanks for telling us about the problem. Not the book you’re looking for? Preview — The Party's Interests Come First by Joseph Torigian <iframe sandbox id="wrongBookKindlePreviewScreen">
Chip Huyen wants to read River Town: Two Years on the Yangtze by Peter Hessler	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
18 hours, 53 min ago · 1 like · like · preview book See a Problem? We’d love your help. Let us know what’s wrong with this preview of River Town by Peter Hessler. Problem: Details (if other): Thanks for telling us about the problem. Not the book you’re looking for? Preview — River Town by Peter Hessler <iframe sandbox id="wrongBookKindlePreviewScreen">
Chip Huyen finished reading Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets (Incerto) by Nassim Nicholas Taleb (Goodreads Author)	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
Jan 07, 2026 08:09PM · 1 like · like · preview book See a Problem? We’d love your help. Let us know what’s wrong with this preview of Fooled by Randomness by Nassim Nicholas Taleb. Problem: Details (if other): Thanks for telling us about the problem. Not the book you’re looking for? Preview — Fooled by Randomness by Nassim Nicholas Taleb <iframe sandbox id="wrongBookKindlePreviewScreen">
Chip Huyen wants to read Perfection by Vincenzo Latronico	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
Jan 07, 2026 11:02AM · 2 likes · like · preview book See a Problem? We’d love your help. Let us know what’s wrong with this preview of Perfection by Vincenzo Latronico. Problem: Details (if other): Thanks for telling us about the problem. Not the book you’re looking for? Preview — Perfection by Vincenzo Latronico <iframe sandbox id="wrongBookKindlePreviewScreen">
Jan 01, 2026 08:04AM · 16 likes · like
Dec 31, 2025 10:17PM · 11 likes · like · view books
Chip Huyen rated a book it was amazing Superforecasting: The Art and Science of Prediction by Philip E. Tetlock	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
I picked up this book without much expectation, thinking: "Ok, another book on probabilistic thinking." Even though the concepts are familiar -- outside vs. inside views, calibration, bait and switch thinking, psycho-logic -- I still found the book v ...more
Dec 31, 2025 09:35PM · 14 likes · like · see review
Chip Huyen wants to read Extraordinary Popular Delusions and the Madness of Crowds by Charles Mackay	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
Dec 31, 2025 12:48PM · 3 likes · like

More of Chip's books…

Quotes by Chip Huyen (?)

“Em bây giờ như miếng bọt biển vậy, em hấp thụ tất cả những gì xung quanh mình. Cứ đi nhiều đi, cứ trải nghiệm nhiều đi, cứ hấp thụ thật nhiều đi”.”
― Huyền Chip, Xách Ba Lô Lên Và Đi - Tập 1: Châu Á Là Nhà. Đừng Khóc!

tags: inspirational

13 likes

“Ôi Chip, mày nhận được những gì mày xứng đáng. Ai thèm để ý đến mày hả? Hàng triệu người ngoài kia thậm chí còn không biết bố mẹ mình là ai, nói gì đến ngày sinh. Nếu mày nghĩ mày xứng đáng nhận được nhiều hơn, hãy chiến đấu mà giành lấy nó. Không ai có trách nhiệm phải làm cho mày vui cả”.”
― Huyền Chip, Xách Ba Lô lên Và Đi - Tập 2: Đừng Chết Ở Châu Phi

tags: inspirational

12 likes

“Đừng nhìn việc không có tiền là một cản trở, mà nhìn nó như một thử thách để phát huy sự sáng tạo và khả năng giải quyết vấn đề của mình”.”
― Huyền Chip, Xách Ba Lô Lên Và Đi - Tập 1: Châu Á Là Nhà. Đừng Khóc!

tags: inspirational

12 likes

See all Chip Huyen's quotes »

Polls

Bạn thích tác giả Việt Nam hiện đại nào? (sau năm 1975)

Nguyễn Nhật Ánh

156 votes, 22.8%

Nguyễn Ngọc Tư

105 votes, 15.3%

Nguyễn Nhật Ánh (write-in)

39 votes, 5.7%

Rosie Nguyễn (write-in)

35 votes, 5.1%

Phan Việt

26 votes, 3.8%

Phạm Lữ Ân (write-in)

26 votes, 3.8%

Roise Nguyễn (write-in)

26 votes, 3.8%

Dương Thụy

25 votes, 3.6%

Huyền Chip

24 votes, 3.5%

Nguyễn Huy Thiệp

22 votes, 3.2%

Không ai cả (write-in)

19 votes, 2.8%

Bao Ninh

16 votes, 2.3%

Đặng Hoàng Giang (write-in)

16 votes, 2.3%

Gào (write-in)

15 votes, 2.2%

Bảo Ninh, Nguyễn Ngọc Tư,Phạm Lữ Ân (write-in)

14 votes, 2.0%

Hà Kin

12 votes, 1.8%

Phan Thị Vàng Anh

11 votes, 1.6%

Nguyễn Huy Thiệp, Bảo Ninh, Nguyễn Ngọc Tư, Bùi Ngọc Tấn (write-in)

11 votes, 1.6%

Di Li

9 votes, 1.3%

Nguyễn Xuân Khánh (write-in)

9 votes, 1.3%

Nguyễn Tường Bách

9 votes, 1.3%

Hồ Anh Thái (write-in)

8 votes, 1.2%

Nguyễn Thiên Ngân (write-in)

8 votes, 1.2%

Bảo Ninh, Nguyễn Huy Thiệp

8 votes, 1.2%

Nguyễn Bình Phương

7 votes, 1.0%

Nguyễn Mai Chi (write-in)

6 votes, 0.9%

Bùi Ngọc Tấn (write-in)

5 votes, 0.7%

Phan An (write-in)

4 votes, 0.6%

Ploy, Minh Mẫn (write-in)

2 votes, 0.3%

hồ anh thái (write-in)

2 votes, 0.3%

Phan Hồn Nhiên (write-in)

2 votes, 0.3%

Nguyễn Trần Bạt

2 votes, 0.3%

Lý Thăng Long (write-in)

2 votes, 0.3%

Nguyễn Băng Ngọc (write-in)

1 vote, 0.1%

nam cao (write-in)

1 vote, 0.1%

Nguyên Phong (write-in)

1 vote, 0.1%

Phạm Thị Hoài (write-in)

1 vote, 0.1%

Hoàng Yến Anh (write-in)

0 votes, 0.0%

685 total votes

23 comments

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2026 Reading Chal...: Thi Nguyen's 2016 Reading Challenge	12	66	Aug 28, 2016 06:10AM

Chip’s Quotes

“[...]the only people for me are the mad ones, the ones who are mad to live, mad to talk, mad to be saved, desirous of everything at the same time, the ones who never yawn or say a commonplace thing, but burn, burn, burn like fabulous yellow roman candles exploding like spiders across the stars and in the middle you see the blue centerlight pop and everybody goes “Awww!”
― Jack Kerouac, On the Road

tags: freethinker, inspirational, mad

11472 likes

“Like most fedora wearers, he had a lot of inexplicable confidence.”
― Aziz Ansari, Modern Romance

99 likes

“The most worthless of mankind are not afraid to condemn in others the same disorders which they allow in themselves; and can readily discover some nice difference in age, character, or station, to justify the partial distinction.”
― Edward Gibbon, The Decline and Fall of the Roman Empire

59 likes

“Mr. Franz, I think careers are a 20th century invention and I don't want one.”
― Jon Krakauer, Into the Wild

tags: inspirational

531 likes

“That message is simple: When you come to one of the many moments in life when you must give an account of yourself, provide a ledger of what you have been, and done, and meant to the world, do not, I pray, discount that you filled a dying man’s days with a sated joy, a joy unknown to me in all my prior years, a joy that does not hunger for more and more, but rests, satisfied. In this time, right now, that is an enormous thing.”
― Paul Kalanithi, When Breath Becomes Air

955 likes

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Chip’s Year In Books

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Chip Huyen

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Common pitfalls when building generative AI applications

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See a Problem?

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See a Problem?

Preview — Say Nothing by Patrick Radden Keefe

See a Problem?

Preview — The Party's Interests Come First by Joseph Torigian

See a Problem?

Preview — River Town by Peter Hessler

See a Problem?

Preview — Fooled by Randomness by Nassim Nicholas Taleb

See a Problem?

Preview — Perfection by Vincenzo Latronico

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