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The Undoing Project cover

The Undoing Project

Michael Lewis•2016

  1. Chappy's Book Notes•332 books

The Undoing Project

Michael Lewis•2016

Length
10h 18m•~362 pages
Read
May 9th - 11th '23
Pure ScienceCognitive PsychologyHabits & BiasesMicroeconomics
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Summary

The story of Kahneman and Tversky – two opposite personalities who fused into a single mind and overturned the assumption that humans are rational decision-makers. Their discoveries – heuristics, biases, and prospect theory – revealed that people rely on mental shortcuts (representativeness, availability, anchoring) that produce systematic errors, not random noise. Their partnership – and its painful dissolution – spawned behavioral economics, evidence-based medicine, and choice architecture.

Key Takeaways

  • Representativeness: judging probability by similarity to a prototype (ignoring base rates)
  • Availability: estimating frequency by how easily examples come to mind
  • Anchoring: starting from an arbitrary number and adjusting insufficiently
  • People evaluate changes, not absolute levels – framing as gain vs loss changes decisions entirely
  • Risk aversion in gains, risk-seeking in losses; endowment effect and sunk cost follow naturally
  • Regret minimization drives most choices – people pay enormous prices to avoid embarrassment
  • Simple linear combinations outperform the best doctors and experts consistently
  • Humans are terrible at weighing risk, finding patterns in randomness (hot hand fallacy, arthritis and weather)
  • Creeping determinism: hindsight bias makes us believe we knew the outcome all along
  • Amos: confident, social, mathematical. Danny: brooding, self-doubting, intuitive
  • Their collaboration worked because they thought together – but split over lack of credit for Danny
  • Spawned behavioral economics, evidence-based medicine, choice architecture, and nudging
  • Focus rule: we undo by imagining actors in a fixed reality, not reality around fixed actors
  • Exception is easier to undo than routine – the mental distance traveled determines regret intensity
  • Conjunction fallacy (Linda problem): adding detail makes a story feel more probable, not less

Notes

1: Man boobs

  • Consulting: fake conviction
  • Darryl Moray: nerd: “a person who knows his own mind well enough to mistrust it”
  • Bias and blindly trusting the data

2: The outsider

  • Early aspiring intellectual
  • Jewish in Germany
  • Desire for objectivity
  • Psychology is heterogeneous
    • Lacks central theories
  • Psychologist for military: mitigating bias
  • Kahneman score

3: The insider

  • Kahneman and Tversky met at Israel’s psychology department during its founding
  • Tversky’s military history
  • Tversky’s clarity and depth in any topic
  • Immediately knew he was the smartest
  • Didn’t like social norms: “People pay an enormous price to avoid embarrassment”
  • Transitivity of human preferences
    • 1/4 not rational when picking spouses
  • How do people categorize, order preference
  • Placing in spacial mental map
    • Asymmetry of similarity
  • Distance vs features of similarity
    • Contextual importance of comparison

4: Errors

  • Regression to the mean → favor criticism
  • Kahneman’s ability to describe phenomena
  • Great teacher but prone to criticism
  • Quick to change his mind and move on
  • Eyes as windows into the mind
  • Attention switching + splitting
  • Working memory: 7 +/- 2 items
  • Ability to find problems, thought experiment

5: The collision

  • Amos: mathematical psychologist
  • Amos: people are “conservative Bayesians”
  • Kahneman: people are not rational at all
  • Attention and assigning probabilities
  • Became best friends at Habrew University despite very different personalities
  • Gamblers’ fallacy, law of small numbers

6: The mind’s rules

  • Bias and noise
  • Superior accuracy of predictive models
    • Linear combo better than best doctor
  • Heuristics and mental models
  • Probability as availability, scenarios

7: The rules of prediction

  • Base rates and Bayes’ theorem
  • Creeping determinism: hindsight bias

8: Going well

  • Don Redelmeier
  • Representativeness, availability, anchoring
  • School’s need to teach with conviction
  • Evidence-based medicine
  • Inability of humans to properly weigh risk
  • Randomness v patterns (Arthritis, hot hand)
  • Happiness and peak-end rule

9: Birth of the warrior psychologist

  • “The job of the decision maker wasn’t to be right but to figure out the odds in any decision and play them well”
  • “A transformation in cultural attitudes towards uncertainty and risk”
  • Utility theory: utility vs rationality
    • Gambling, insurance
    • Risk aversion, regret minimization
  • Became a single mind
  • Changes, not absolute levels

10: The isolation effect

  • Framing: as gain vs as loss
  • Richard Thaler
    • Value of a life: $1.4 million (2016)
    • Paradox of choice
    • Endowment effect: sunk cost
  • Systematic bias, prospect theory

11: The rules of undoing

  • Artificial intelligence vs natural stupidity
  • Counterfactual emotions
  • Focus rule: actors in fixed reality
    • Exception is for undoing
    • ↑ distance mind needs to travel
  • Splitting due to lack of credit for Danny
  • “The undoing project”

12: This cloud of possibility

  • Tversky trying to give credit, Kahneman wanting it but not getting it
  • Linda problem, conjunction fallacy
  • Evolutionary psychology
  • Choice architecture, nudging