Hello all, occasionally I write what I consider "Albuquerque content" and I do not expect it to become broadly popular. This article is something I put together very quickly and it probably assumes a certain degree of familiarity with the political context around policing in Albuquerque (which either side will tell you is very contentious) and, more broadly, policing and civil justice. Even without the currently evolving bribery scandal, the level of public trust in APD (and even the city council's confidence in APD) is very low. APD's transparency and accountability, or lack thereof, has been a common locus of the debate. On the other hand, another major issue has been APD's chronic understaffing, and APD contends that ShotSpotter and other elements of their real-time program help to close the gap that results from their limited personnel. With gun crime as one of the foremost issues in the city, whether you view APD positively or negatively, ShotSpotter is a big part of the discussion right now.<p>Historically, APD's use of pervasive surveillance technology has been a flashpoint in the debate. APD has live access to perhaps 3-4 thousand cameras across the city (they aren't very transparent about this and it depends on how far along the APS integration project is), they have used facial recognition against driver's license photos and other sources since 2014, they have installed ALPR throughout the city and recently expanded retention to one year, etc. This is all fed into the Real-Time Crime Center, which uses a data fusion product from a vendor called Genetec to provide sort of a futuristic point-and-click data system that combines ShotSpotter detections with video feeds with service call records etc. to produce sort of a dossier on any given person or location.<p>Unfortunately, there are a lot of things going on in city politics, especially with regard to crime and policing, and so the topic of surveillance has mostly fallen out of public attention.<p>Still, APD's refusal to say in any detail what parts of the city were covered by ShotSpotter has been one of the big ongoing frustrations, particularly among those who favor police reform. I mostly wrote this article to highlight that there is finally information on the matter available. The concerns about how distribution of sensors and, more broadly, use of surveillance technology impacts civil rights and quality of life in the city are mentioned mainly as an aside and I do not attempt to articulate the pros and cons. That would require a rather lengthy piece as the topic is complex, and currently the greater part of the controversy isn't even about the wisdom of deploying ShotSpotter, but rather over whether or not ShotSpotter even works (and, consequently, whether or not it's simply a waste of city money, at a rate of around $5 million).