Watch for
Paying a premium to eliminate residual uncertainty.
We overweight outcomes that are certain.
The tendency to overweight outcomes that are completely certain compared to outcomes that are merely highly probable leading to risk-averse choices for gains and risk-seeking choices for losses.
Paying a premium to eliminate residual uncertainty.
Compare expected values not certainty status when evaluating options.
Preferring a guaranteed 50 over a 95% chance of 100 even though the expected value is higher for the gamble.
Daniel Kahneman, Amos Tversky
First described in 1979
Probability weighting. Prospect theory shows that people overweight certainty relative to near-certainty. The jump from 95% to 100% feels more significant than the jump from 50% to 55%.
Daniel Kahneman and Amos Tversky (1979), "Prospect Theory: An Analysis of Decision under Risk."
Biases are not character flaws. They are recurring patterns in how minds compress uncertainty, save energy, and narrate reality. Once you recognise the pattern, you can slow the decision down, test the assumption, and make space for a better explanation.