Who and what are we to believe here? LAPD audit says the 2-month error rate was 32.3%, yet Flock CEO says misreads are less than 1 in a million.
While both statistics can be correct, they are probably measuring very different things. If any given camera is reading thousands of plates a day, then an error rate of 1:10^6 is plausible. But that's not the correct metric by which to understand the consequences of false positives in the system, because most reads--correct or not--are not associated with criminal activity. And for that reason (as well as others not from the article), it's obvious that both the Flock CEO and the various law enforcement agencies are engaged in this public finger-pointing exercise to make it seem that they aren't the ones who are primarily responsible, while behind the scenes they're still cooperating with each other.
If instead we look at it from the point of view of data that is believed to be associated with criminal activity, and then using the system to locate a match, then we can see why even a very low read error rate can result in many false positives, because there are so many cars out there, each having their plates read repeatedly and under varying conditions.
As much as I am opposed to Flock for their role in the creation of a surveillance state, I place just as much blame on law enforcement. They are racist, lazy, stupid, corrupt, and too eager for violence. Tools like Flock merely enable them to be even lazier, all while getting fat on the taxpayer's dime while they parade around their militarized weaponry and vehicles. Actual honest detective work is a thing of the past. And this is not just a problem in the US, but also in other countries, with the proliferation of mass surveillance and automated systems for gathering data. Even if they weren't lazy, they lack the capability to think critically. And idiotic legal doctrines such as qualified immunity further remove any incentive to investigate properly, because they cannot be held accountable for their mistakes.
Then there's this: "A recent report from Business Insider shares a worst-case scenario." No, that was FAR from a worst-case scenario. I'll tell you what "worst-case" is. It's an overzealous, violent cop with a itching trigger finger who gets bad data and ends up killing innocent people just because a computer said they were a criminal.
Fundamentally, the problem is not really about technology. It's about a society and government's approach to policing and crime. The abuse of technology only makes the systemic deficiencies easier to see, by making them happen more frequently and indiscriminately. The very principle of mass surveillance is unjust and undemocratic; the (mis)use of the resultant data is merely the proof.