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Firstly, because no one could tell us how it really worked, how does it know what we consider an anomaly This hits the nail on the head for me. Unless the AI m
by a_imho 6y ago
Firstly, because no one could tell us how it really worked, how does it know what we consider an anomaly
This hits the nail on the head for me. Unless the AI magic handwaving is 100% infallible a human in the loop needs to verify whether there is in fact any problem. Traceability is at least as important as accuracy and statistical methods have a very good track record there.
- craigching 6y agoI don't think of anomaly detection as being the end, it's triage. It shouldn't do more than "I found something that doesn't follow the normal patterns, let me page someone to take a look." And you need to use it strategically, it's not for use everywhere. Like anything, it's a tool and it really depends on how you use it.