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Paradigms of Artificial Intelligence Programming

Paradigms of Artificial Intelligence Programming by Peter Norvig

by Peter Norvig

Shares rank 38 of 115 programming books by recommenders

Recommended as a core Common Lisp and AI programming book, valued for how it shows an expert programmer's thinking through working code.

Recommended as a core Common Lisp and AI programming book, valued for how it shows an expert programmer's thinking through working code.

6 people gave an opinion

recommend it
5
criticize it
1
approval share
83%
Each figure is one person. RecommendsCriticizes

Recommended in 5 of 13 months

  1. November 2025: recommended
  2. December 2025: not recommended
  3. January 2026: not recommended
  4. February 2026: recommended
  5. March 2026: not recommended
  6. April 2026: recommended
  7. May 2026: not recommended
  8. June 2026: not recommended
  9. July 2026: recommended
  10. August 2026: recommended
  11. September 2026: not recommended
  12. October 2026: not recommended
  13. November 2026: not recommended (month in progress)

Why it doesn’t carry the badge

  • 5 people recommend itNeeds 10 or more, not met.
  • 5 recommenders for every criticNeeds 2 to 1 or better, met.
  • Recommended in 5 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Expert author with clear exposition

    “you get to see how an expert programmer thinks, Norvig is among the best expositors of programming and CS topics”

    Comment from 11 Aug 2026 in “Five Programming Books That Changed How I Think”

    “Really great book even if don't care about lisp or ai.”

    Comment from 21 Apr 2026 in “Laws of Software Engineering”
  • Hands-on exercises and complete code

    “where you will implement a micro-Scheme in Common Lisp itself as an exercise”

    Comment from 11 Aug 2026 in “Chicken Scheme 6.0 Released”

    “All the code in the book PAIP by Peter Norvig.”

    Comment from 21 Nov 2025 in “What is the most beautiful / highest quality code you've seen (or written)?”
  • Recommended as a core Common Lisp book

    “with the introduction to the Symbolic Computation book and Paradigms of Artificial Intelligence Programming you are almost done”

    Comment from 8 Nov 2025 in “Dillo, a multi-platform graphical web browser”

    “the same with all the good CL books (Intro to Symbolic Computation, Paradigms of AI Programming...)”

    Comment from 29 Jul 2026 in “Steel Bank Common Lisp version 2.6.7”

    “I'd jump into PAIP, Paradigms of AI Programming.”

    Comment from 19 Apr 2026 in “The seven programming ur-languages”

Other programming books people recommend

The four most recommended other programming books, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Paradigms of Artificial Intelligence Programming by Peter Norvig compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Crafting Interpretersby Robert Nystrom60494%10—Approved
Clean Codeby Robert C. Martin318726%9——
The Pragmatic Programmerby Andy Hunt and Dave Thomas28197%7—Approved
How to Design Programsby Matthias Felleisen and Robert Bruce Findler and Matthew Flatt and Shriram Krishnamurthi18290%7—Approved
Paradigms of Artificial Intelligence Programmingby Peter NorvigThis page5183%5——
See all 115 programming books, ranked

What people said

8 of the 10 comments that mention it, newest first. Each links to the original comment.

“you get to see how an expert programmer thinks, Norvig is among the best expositors of programming and CS topics”

RecommendsComment from 11 Aug 2026 in “Five Programming Books That Changed How I Think”

“where you will implement a micro-Scheme in Common Lisp itself as an exercise”

RecommendsComment from 11 Aug 2026 in “Chicken Scheme 6.0 Released”

“the same with all the good CL books (Intro to Symbolic Computation, Paradigms of AI Programming...)”

RecommendsComment from 29 Jul 2026 in “Steel Bank Common Lisp version 2.6.7”

“Really great book even if don't care about lisp or ai.”

RecommendsComment from 21 Apr 2026 in “Laws of Software Engineering”

“I'd jump into PAIP, Paradigms of AI Programming.”

RecommendsComment from 19 Apr 2026 in “The seven programming ur-languages”

“I complained about it back then.”

CriticizesComment from 16 Mar 2026 in “The enshittification of Amazon paperback books”

“All the code in the book PAIP by Peter Norvig.”

RecommendsComment from 21 Nov 2025 in “What is the most beautiful / highest quality code you've seen (or written)?”

“with the introduction to the Symbolic Computation book and Paradigms of Artificial Intelligence Programming you are almost done”

RecommendsComment from 8 Nov 2025 in “Dillo, a multi-platform graphical web browser”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.