Rationality is the art of thinking in ways that result in accurate beliefs and good decisions. It is the primary topic of LessWrong.

Rationality is not only about avoiding the vices of self-deception and obfuscation (the failure to communicate clearly), but also about the virtue of curiosity, seeing the world more clearly than before, and achieving things previously unreachable to you. The study of rationality on LessWrong includes a theoretical understanding of ideal cognitive algorithms, as well as building a practice that uses these idealized algorithms to inform heuristics, habits, and techniques, to successfully reason and make decisions in the real world.

Topics covered in rationality include (but are not limited to): normative and theoretical explorations of ideal reasoning; the capabilities and limitations of our brain, mind and psychology; applied advice such as introspection techniques and how to achieve truth collaboratively; practical techniques and methodologies for figuring out what’s true ranging from rough quantitative modeling to full research guides.

Note that content about how the world is can be found under World Modeling, and practical advice about how to change the world is categorized under World Optimization or Practical.

Theory / Concepts

Anticipated Experiences
Aumann's Agreement Theorem
Bayes Theorem
Bounded Rationality
Conservation of Expected
Decision Theory
Game Theory
Hansonian Pre-Rationality
Map and Territory
Newcomb's Problem
Occam's razor
Robust Agents
Solomonoff Induction
Truth, Semantics, & Meaning
Utility Functions

Applied Topics

Cached Thoughts
Dark Arts
Epistemic Modesty
Forecasting & Prediction
Group Rationality
Inside/Outside View
Practice & Philosophy of Science
Scholarship & Learning
Taking Ideas Seriously
Value of Information

Failure Modes

Affect Heuristic
Bucket Errors
Confirmation Bias
Goodhart’s Law
Heuristics and Biases
Mind Projection Fallacy
Motivated Reasoning
Pitfalls of Rationality
Sunk-Cost Fallacy


Common Knowledge
Decoupling vs Contextualizing
Distillation & Pedagogy
Good Explanations (Advice)
Ideological Turing Tests
Inferential Distance
Information Cascades
Memetic Immune System
Philosophy of Language


Goal Factoring
Internal Double Crux
Hamming Questions
Trigger Action Planning/Patterns

Models of the Mind

Dual Process Theory (System 1 & 2)
General Intelligence
Predictive Processing
Perceptual Control Theory


Center for Applied Rationality
Rationality Quotes
Updated Beliefs (examples of)

This list is not comprehensive! The tagging system is new. Many needed tags have not been created and/or added to the above list.

What we're calling "rationality"

A good heuristic is that rationality is about cognitive algorithms. Rather than being a synonym for true or optimal, the term rational should be reserved for describing whether or not a cognitive algorithm results in true beliefs and optimal actions.

This is distinct from practical advice, such as how to improve relationships or implement productivity systems, which should not be considered "rationality" per se. Some have pushed against labeling self-help as "rational dating", etc. for reasons along these lines [1, 2], and they are probably correct.

In accordance with this, LessWrong classifies most self-help type advice under the World Optimization tag and not the Rationality tag.

Similarly, most object-level material about how the world is, e.g. math, biology, history, etc. is tagged under World Modeling tag, with exceptions for neuroscience and probability theory, etc., which have concrete consequences for how one ought to think.

Heuristics and Biases

Early material on LessWrong frequently describes rationality with reference to heuristics and biases [1, 2]. Indeed, LessWrong grew out of the blog Overcoming Bias and even Rationality: A-Z opens with a discussion of biases [1] with the opening chapter titled Predictably Wrong. The idea is that human mind has been shown to systematically make certain errors of reasoning, like confirmation bias. Rationality then consists of overcoming these biases.

Apart from the issue of the replication crises which discredited many examples of bias that were commonly referenced on LessWrong, e.g. priming, the "overcoming biases" frame of rationality is too limited. Rationality requires the development of many positive skills, not just removing negative biases to reveal underlying perfect reasoning. These are skills such as how to update the correct amount in response to evidence, how to resolve disagreements with others, how to introspect, and many more.

Instrumental vs Epistemic Rationality

Classically, on LessWrong, a distinction has been made between instrumental rationality and epistemic rationality, however, these terms may be misleading – it's not as though epistemic rationality can be traded off for gains in instrumental rationality. Only apparently, and to think one should do this is a trap.

Instrumental rationality is defined as being concerned with achieving goals. More specifically, instrumental rationality is the art of choosing and implementing actions that steer the future toward outcomes ranked higher in one's preferences. Said preferences are not limited to 'selfish' preferences or unshared values; they include anything one cares about.

Epistemic rationality is defined as the part of rationality which involves achieving accurate beliefs about the world. It involves updating on receiving new evidence, mitigating cognitive biases, and examining why you believe what you believe. It can be seen as a form of instrumental rationality in which knowledge and truth are goals in themselves, whereas in other forms of instrumental rationality, knowledge and truth are only potential aids to achieving goals. Someone practicing instrumental rationality might even find falsehood useful.

The Art and Science of Rationality

In a field like biology, we can draw a distinction between the science of biology, which involves various theories and empirical data about biological life, and the art of being a biologist, which is the specific way that a biologist thinks and plays with ideas and interacts to the world around them. Similarly, rationality is both a science and an art. There’s study of the iron-clad laws of reasoning and mechanics of the human mind, but there’s also the general training to be the kind of person who reasons well.


The term rationalist as a description of people is used in a couple of ways. It can refer to someone who endeavors to think better and implement as much rationality as they can. Many prefer the term aspiring rationalist to convey that the identifier is a claim to the goal of being more rational rather than a claim of having attained it already.

Perhaps more commonly, rationalist is used to refer culturally to someone associated with various rationalist communities separate from their efforts to improve their rationality.

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