# The Invariance Principle

Canonical: https://www.bookquiver.com/david-lopez-paz/the-invariance-principle/9780262053341

![The Invariance Principle](https://quivercdn.com/covers/the-mit-press/david-lopez-paz/the-invariance-principle_978-02-6205-334-1.jpg?v=2026-05-25%2008%3A46%3A38)

- Book: [The Invariance Principle](https://www.bookquiver.com/david-lopez-paz/the-invariance-principle) ([The Invariance Principle.md](https://www.bookquiver.com/david-lopez-paz/the-invariance-principle.md))
- Authors: [David Lopez-Paz](https://www.bookquiver.com/david-lopez-paz)
- Publisher: the_mit_press
- ISBN: 978-02-6205-334-1
- Pages: 380
- Published: 2026-06-30
- Language: en_US
- Binding: Softcover

## Description

How statistical invariances will help us build AI systems exhibiting human-like performance by following human-like strategies. Current machine learning systems crumble when the distributions of training...