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Andrew Critch - CFAR

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acritch.com·acritch.com/cfar/

This page is historically relevant as CFAR was a key institution in the early rationalist-EA-AI safety ecosystem; many prominent AI safety researchers passed through CFAR workshops or were influenced by its community.

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Importance: 28/100blog posthomepage

Summary

Andrew Critch describes his role in cofounding CFAR (2011-2012) with Anna Salamon, Julia Galef, and Michael Smith, a non-profit running workshops on rational decision-making grounded in cognitive science. The page outlines CFAR's mission to apply insights from psychology, behavioral economics, and Bayesian reasoning to improve individual and collective decision-making, with explicit connections to effective altruism and AI safety communities.

Key Points

  • Critch cofounded CFAR in Berkeley with Anna Salamon, Julia Galef, and Michael Smith as a 501(c)(3) nonprofit focused on applied rationality workshops.
  • CFAR draws on cognitive science research (Kahneman & Tversky tradition) and fields like game theory, neuroscience, and statistics to teach effective reasoning.
  • Rationality is framed as both a science and a collaborative art, distinct from cold Spock-like logic or self-interested homo economicus models.
  • CFAR explicitly connects rationality training to effective altruism, citing GiveWell as an example of rationality applied to altruistic decision-making.
  • The page situates CFAR within a broader rationality social movement including LessWrong and OvercomingBias communities, relevant to early AI safety culture.

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The Center for Applied Rationality (CFAR) | Andrew Critch 
 
 
 

 
 
 
 
 
 
 
 

 

 

 

 
 
 
 
 
 

 
 
 
 
 
 

 
 
 
 
 
 
 Andrew Critch 
 
 
 PhD, UC Berkeley 
 

 
 Skip to content 
 Home 

 Research 
 
 Papers 

 Software 

 Selected talks 

 Activities 

 

 Blog 
 
 Jekyll posts (2018-present) 

 WordPress posts (2014-2018) 
 
 Life 

 AI Safety 

 Effectiveness 

 Altruism 

 

 LessWrong posts (2010-2012) 

 

 Videos 

 Math 
 
 Robust Rental Harmony 

 PDTAI : Provability, Decision Theory and Artificial Intelligence 

 SAGS at Berkeley: Student Algebraic Geometry Seminar 

 MPHD at Berkeley: Math, Productivity, Happiness & Decision-making 

 AIM 2011 Singular Learning Theory slides 

 BASS: Berkeley Algebraic Statistics Seminar 

 MathOverflow 

 Random Math 

 

 Teaching 
 
 My teaching history 

 My (ancient) Math 53 course page 

 How to lose marks on math exams 

 

 Rationality 
 
 TEDx talk on “Aversion Factoring” 

 Using yEd for causal diagramming 

 MPHD at Berkeley: Math, Productivity, Happiness & Decision-making 

 The Center for Applied Rationality 

 SPARC: Summer Program on Applied Rationality and Cognition 

 The Credence Game 
 
 Overview of the game 

 Credence Game screenshots 

 Information scoring – a first look at information theory 

 

 Causality Lab exercises 

 Rationality as a social movement 

 

 Contact 

 

 
 
 
 
 
 

 

 
 

 
 
 The Center for Applied Rationality (CFAR)

 
 Between 2011 and 2012, I cofounded the Center for Applied Rationality (CFAR) in Berkeley, California, with Anna Salamon, Julia Galef, and Michael Smith. CFAR is a 501(c)(3) non-profit organization which runs workshops on rational decision-making skills, as informed by cognitive science research in the line of Kahnemann and Tversky , and of course, data collected from previous workshops. Check it out! 

 At CFAR, we ask: Can we do more for the world by learning about cognitive biases like scope insensitivity that might thwart our attempts to make altruistic decisions? Can we get more use out of our gut instincts by learning what their strengths and weaknesses are? Can playing cooperative games with intuitive Bayesian reasoning improve our ability to assess arguments and reason collectively in groups?

 Questions about human rationality fascinate me. By “rationality”, I mean the non-trivial art and science of reasoning and acting effectively to achieve goals. This is the cognitive science sense of the word “rational”, which doesn’t mean being cold and unemotional like Mr. Spock (who in my estimation, is comically irrational ), and doesn’t mean being self-centered like homo economicus . In fact, rationality is an important tool for effective altruism; look at GiveWell.org for example. 

 Understanding rationality requires science — fields like psychology, neuroscience, and behavioral economics — as well as disciplines like ma

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