Precision

The ratio of true positive predictions to all positive predictions made by a model, measuring how many of the predicted positives are actually positive.

Of all the things the AI flagged as positive, how many actually were? If a spam filter flags 100 emails as spam and 95 really were spam, its precision is 95%.