The anecdote from the article strikes me as a really good example of why this sort of statistical profiling is unnecessary. Guy threatens his girlfriend, algorithm flags him as red, so they... call in a negotiator and successfully de-escalate the situation. I&#x27;m struggling to see how the system flagging him as red had anything to do with their actions. It was just a case of cool heads doing good police work.