80,000 Hours Podcast

#39 - Spencer Greenberg on the scientific approach to solving difficult everyday questions

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Aug 7, 2018
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INSIGHT

Models Make Beliefs Testable And Sharable

  • Forming explicit models helps you make refutable predictions and rapidly improve by learning from errors.
  • Models let you generalize experience and teach others your approach.
ADVICE

Weigh Studies By Base Factor And Context

  • Treat empirical studies as one evidence type and always ask how likely you'd see that result if the claim were true versus false.
  • Consider study quality, sample size, p-values, publication bias and fit with other evidence before large updates.
ADVICE

Use Heuristics As Quick Predictive Tools

  • Use qualitative heuristics when numbers aren't available, but treat them as supplements to predictive judgment.
  • In hiring or product decisions, listen to gut flags but test them with structured checks to avoid common biases.
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