Watch for
Narrow predictions, weak calibration, and little curiosity about error bars.
Confidence can outrun accuracy.
The tendency to have greater confidence in one's judgements and abilities than is objectively warranted by the evidence.
Narrow predictions, weak calibration, and little curiosity about error bars.
Use probabilities, ranges, and post-hoc scorekeeping.
A person gives a very precise prediction while missing most of the uncertainty.
Daniel Kahneman, Amos Tversky, Baruch Fischhoff
First described in 1977
Miscalibration of Cognitive Certainty. Human brains generate subjective feelings of absolute certainty based on narrative coherence rather than statistical validity. If a story makes sense, we feel 100% confident it is true.
Sarah Lichtenstein, Baruch Fischhoff, and Lawrence D. Phillips (1982), "Calibration of probabilities: The state of the art to 1980."
Below is a realistic scenario. Read it, then choose what you would do. The feedback will show whether a cognitive bias influenced your choice — not to judge, but to reveal the pattern in action.
This experiment places you in a realistic decision. Your instinctive choice will reveal whether bias is at work.
Overconfidence is not about personality — it is about the difficulty of imagining what we do not know. The more fluent and coherent our mental model feels, the more confident we become, regardless of accuracy. The cure is not to reduce confidence but to keep score: write down predictions, revisit them, and calibrate.