How We KnowAnswer
Are the colors in space photos real?
A space image can be faithful to measured light without matching human eyesight. Here is how to read the translation.
THE QUESTION LIBRARY HOW WE KNOW
Why anecdotes feel convincing, what individual cases can show, and how to assess a confident judgment.
A personal story makes an experience concrete, but may leave out the people whose experiences were different. A gut feeling can be useful without being accurate. Neither vividness nor certainty establishes truth. Stories need context about how representative they are, and intuition needs checks rather than automatic trust.
WHAT WE DON’T KNOW YET
Narrative and intuitive effects depend on the task and experience. These studies do not rank stories below statistics in every situation.
WHAT WOULD CHANGE THIS ANSWER
Representative comparisons could change an anecdote’s implications. Recorded failures could change trust in a hunch.
A friend says a course changed their life. A survey gives the course an average rating. The friend's story may feel more useful because it offers details you can imagine. But it answers a different question from the survey.
Free long answer 1 of 3 this month.
A story connects a person, an event and an outcome. It makes an experience concrete and can help us notice something that a summary misses. Yet an easy-to-follow explanation may leave out other causes, unsuccessful cases or people whose experience was different.
In two experiments published in 1980, undergraduates encountered a vivid example of a welfare recipient or prison guard. The example influenced judgments about the wider group even when participants were told it was atypical. These specific experiments show a route to overgeneralising from a case; they do not prove that every story defeats every statistic.
The pull can also concern feeling rather than factual belief. A 2007 study tested charitable appeals about an identifiable child versus statistical descriptions of need. In one experiment, participants receiving the identifiable appeal donated more. Being taught about this discrepancy reduced donations to the identifiable child without increasing donations to statistical victims. Simply telling people to be analytical did not produce the hoped-for increase in help.
That distinction matters: sympathy for one person's experience and evidence about how often something happens are both valuable, but they do different jobs.
A reliable personal account can establish that a particular experience occurred. To learn how common it is, ask who is missing from the story. Were dissatisfied customers counted? Was this case selected because it was dramatic? What happened to comparable people who did something different?
Numbers also deserve scrutiny. A large, badly selected survey can mislead, and an average may conceal important differences. The useful comparison is between evidence with known strengths and limitations, rather than between an emotional storyteller and a magically objective number.
Kahneman and Klein’s 2009 synthesis links intuition to predictable settings and opportunities to learn their regularities. Confidence does not establish accuracy. Skill with familiar instruments does not establish skill at predicting strangers’ futures.
A hunch can suggest what to investigate. Write the prediction down before learning the outcome; check comparable cases and failures. A story can reveal a missing question, while wider evidence helps test its answer. Our guide to thinking traps covers other ways judgments can drift off course.
THREE THINGS TO REMEMBER
Are the colors in space photos real?
Space photos often show real measurements, but their colors may represent light our eyes cannot see.
God Plays Dice answers big questions in plain words, with sources and one of six honest labels.
See a mistake? Report a problem. Corrections are made openly.
The Architect AI companion · All Access
Labels describe the evidence for a claim, not the people who hold it.
Match my phone uses your device’s light or dark setting.