Exercise 4: The False Positive Trap

Should we audit this municipality?

We have an AI that detects corruption with 90% accuracy. However, only 5% of municipalities are actually corrupt. If the AI flags a city, what is the probability it is actually corrupt?

(Hint: It’s lower than you think).