Common Failure Modes in Alerting

Sometimes alerts fire and it's a false positive that has to do with the way that the monitoring data is stored. So, perhaps from seeing all these examples across various services of when an alert isn't sensitive enough, it would know to maybe tune it? I don't know which direction we're thinking, but you know, something like that. An also can be, can learn about common failure modes.