Rationality: A-Z

Rationality: A-Z (or "The Sequences") is a series of blog posts by Eliezer Yudkowsky on human rationality and irrationality in cognitive science. It is an edited and reorganized version of posts published to Less Wrong and Overcoming Bias between 2006 and 2009. This collection serves as a long-form introduction to formative ideas behind Less Wrong, the Machine Intelligence Research Institute, the Center for Applied Rationality, and substantial parts of the effective altruist community. Each book also comes with an introduction by Rob Bensinger and a supplemental essay by Yudkowsky.

The first two books, Map and Territory and How to Actually Change Your Mind, are available on Amazon (printed and e-book version).

The entire collection is available as an e-book and audiobook. A number of alternative reading orders for the essays can be found here, and a compilation of all of Eliezer's blogposts up to 2010 can be found here.

Start Reading

Map and Territory

What is a belief, and what makes some beliefs work better than others? These four sequences explain the Bayesian notions of rationality, belief, and evidence. A running theme: the things we call “explanations” or “theories” may not always function like maps for navigating the world. As a result, we risk mixing up our mental maps with the other objects in our toolbox.

Predictably Wrong
Fake Beliefs
Noticing Confusion
Mysterious Answers

How to Actually Change Your Mind

This truth thing seems pretty handy. Why, then, do we keep jumping to conclusions, digging our heels in, and recapitulating the same mistakes? Why are we so bad at acquiring accurate beliefs, and how can we do better? These seven sequences discuss motivated reasoning and confirmation bias, with a special focus on hard-to-spot species of self-deception and the trap of “using arguments as soldiers”.

Overly Convenient Excuses
Politics and Rationality
Against Rationalization
Against Doublethink
Seeing with Fresh Eyes
Death Spirals
Letting Go

The Machine in the Ghost

Why haven’t we evolved to be more rational? Even taking into account resource constraints, it seems like we could be getting a lot more epistemic bang for our evidential buck. To get a realistic picture of how and why our minds execute their biological functions, we need to crack open the hood and see how evolution works, and how our brains work, with more precision. These three sequences illustrate how even philosophers and scientists can be led astray when they rely on intuitive, non-technical evolutionary or psychological accounts. By locating our minds within a larger space of goal-directed systems, we can identify some of the peculiarities of human reasoning and appreciate how such systems can “lose their purpose”.

The Simple Math of Evolution
Fragile Purposes
A Human's Guide to Words

Mere Reality

What kind of world do we live in? What is our place in that world? Building on the previous sequences’ examples of how evolutionary and cognitive models work, these six sequences explore the nature of mind and the character of physical law. In addition to applying and generalizing past lessons on scientific mysteries and parsimony, these essays raise new questions about the role science should play in individual rationality.

Lawful Truth
Reductionism 101
Joy in the Merely Real
Physicalism 201
Quantum Physics and Many Worlds
Science and Rationality

Mere Goodness

What makes something valuable—morally, or aesthetically, or prudentially? These three sequences ask how we can justify, revise, and naturalize our values and desires. The aim will be to find a way to understand our goals without compromising our efforts to actually achieve them. Here the biggest challenge is knowing when to trust your messy, complicated case-by-case impulses about what’s right and wrong, and when to replace them with simple exceptionless principles.

Fake Preferences
Value Theory
Quantified Humanism

Becoming Stronger

How can individuals and communities put all this into practice? These three sequences begin with an autobiographical account of Yudkowsky’s own biggest philosophical blunders, with advice on how he thinks others might do better. The book closes with recommendations for developing evidence-based applied rationality curricula, and for forming groups and institutions to support interested students, educators, researchers, and friends.

Yudkowsky's Coming of Age
Challenging the Difficult
The Craft and the Community