Belief and Reasoning Biases
Algorithm aversion
Distrusting algorithms after seeing them make mistakes.
What Is Algorithm aversion?
Algorithm aversion is a thinking trap where distrusting algorithms after seeing them make mistakes.
How It Tricks You
It can make a conclusion feel proven because it fits what already seems true.
Real-World Example
A user abandons a recommendation tool after one bad suggestion.
Seen Online As
- The fast interpretation is doing more work than the evidence.
- The claim feels obvious before the check question is asked.
- A shortcut is making the judgment feel more certain than it is.
What To Ask Instead
Would a human do better on the same task?
Related Thinking Traps
Common Situations
Quick FAQ
What is Algorithm aversion?
Distrusting algorithms after seeing them make mistakes.
What is an example of Algorithm aversion?
A user abandons a recommendation tool after one bad suggestion.
How do I spot Algorithm aversion?
Would a human do better on the same task?