[HN Gopher] Police are telling ShotSpotter to alter evidence fro...
       ___________________________________________________________________
        
       Police are telling ShotSpotter to alter evidence from gunshot-
       detecting AI
        
       Author : danso
       Score  : 357 points
       Date   : 2021-07-26 14:27 UTC (8 hours ago)
        
 (HTM) web link (www.vice.com)
 (TXT) w3m dump (www.vice.com)
        
       | zucked wrote:
       | Shotspotter concerns me - the city I live in has paid millions
       | for a system and recently expanded it. I am not aware of _any_
       | data that has been published from the system, even fuzzed data.
       | That doesn't pass the sniff test for me.
        
         | giantg2 wrote:
         | Wow, millions?! Do they have any cost/benefit data for this
         | system?
        
           | fnordfnordfnord wrote:
           | Of course not. They're hoping that a noise will some day
           | coincide with a crime so then they can write a press release
           | lauding the technology and the smart decision maker for
           | buying it.
        
         | anigbrowl wrote:
         | Find some like-minded people (perhaps including journalists),
         | pool some resources, and use FOIA to sue. If your chief of
         | police equivocates, call them a liar. Treat them like
         | criminals, accuse them of running a protection racket.
        
       | s1artibartfast wrote:
       | On one hand, it seems that Shotspotter lacks the accuracy to be
       | used in court. On the other hand, it seems like a valuable
       | probabilistic tool to help police perform detective work and
       | collect real admissible evidence. The problem seems to confusing
       | the two.
       | 
       | You can use an Ouija board to help find video evidence, but the
       | video evidence still needs to show something incriminating.
        
         | ChrisKnott wrote:
         | In the Williams case, I feel like the key information is how
         | likely ShotSpotter is to miss a gunshot completely.
         | 
         | They have video footage that shows the suspect and victim in
         | the suspect's car alone at 11:46. If the victim was shot at
         | 11:46 then this is extremely strong evidence of guilt,
         | especially as it would also show the suspect lied. It seems
         | reasonable to me that an algorithm might mistake a gunshot from
         | inside a car as a firecracker out on the street. The
         | classification aspect is not important. What the defence have
         | to argue is not just that this sound is a firecracker, but the
         | actual shot that killed the victim (which by the suspect's
         | account happened in the same place), was not captured.
        
           | s1artibartfast wrote:
           | I'm not familiar enough with the case to guess at strategy.
           | 
           | The keys seems to be: If police have any evidence besides
           | ShotSpotter to connect the time and place of the shooting
           | with the video of the two of them together.
        
             | ChrisKnott wrote:
             | I don't they necessarily need other evidence for the time.
             | The article and most of the comments here are focussing on
             | its inaccuracy in geolocation and classification, but it
             | seems to be an accurate recording of loud sounds that ring
             | out across the city. A high false positive rate actually
             | works against the suspect. He needs it to have missed one.
        
               | s1artibartfast wrote:
               | I think that really depends on the frequency of loud
               | sounds detected. If possible gunshots are detected every
               | 2 minutes, false negatives don't really matter in this
               | case.
        
       | kyleblarson wrote:
       | Vice conveniently leaves out the fact that Toledo had a gun in
       | his hand with the slide locked back which means he had emptied
       | the clip. There is video of this.
        
         | ellenhp wrote:
         | Not to be pedantic but that's not what that means. That means
         | that the slide was pulled back then released with the slide
         | lock activated either manually or by an empty magazine. It's
         | advisable to store pistols in this way with the magazine
         | removed because it's generally the least threatening
         | configuration a pistol can be in short of being disassembled.
        
         | anigbrowl wrote:
         | Assumes facts not in evidence, to wit that he had a full clip
         | at the outset of the incident.
        
       | Zigurd wrote:
       | All technical support, including DNA, fingerprints, hair, fiber,
       | etc. in law enforcement should be controlled outside of police
       | departments and prosecutors, and should be made equally available
       | to defendants as well as police and prosecutors.
       | 
       | With the level of conflict of interest, you can't call it
       | "science."
        
       | MisterTea wrote:
       | Using privacy badger and noticing Vice pages now redirect to a
       | 404 AFTER loading. Guess I'm not reading the article.
        
         | bell-cot wrote:
         | Privacy Badger, Firefox, and NoScript here, and I can read the
         | article fine. I'd suggest you try a few js-blocking add-ons.
        
       | cratermoon wrote:
       | Cops Lie. Here's a few examples.
       | 
       | https://www.rollingstone.com/culture/culture-news/nypd-shake...
       | 
       | https://popculture.com/trending/news/target-starbucks-tampon...
       | 
       | https://www.nytimes.com/2019/12/31/us/police-mcdonalds-coffe...
       | 
       | https://www.washingtonpost.com/news/morning-mix/wp/2017/08/1...
       | 
       | https://popculture.com/trending/news/nypd-called-out-falsely...
       | 
       | https://www.oregonlive.com/crime/2019/07/police-lieutenant-w...
       | 
       | https://www.foxla.com/news/deputies-arrest-kpcc-reporter-cov...
       | 
       | https://www.courier-journal.com/story/news/local/breonna-tay...
       | 
       | https://www.vice.com/en_us/article/939zda/how-stupid-do-cops...
       | 
       | https://www.vice.com/en_us/article/jmv94x/testilying-cops-ar...
       | 
       | https://www.ocregister.com/2020/09/25/oc-sheriffs-deputies-w...
       | 
       | https://www.cjr.org/special_report/officials-say-chicago-pol...
       | 
       | https://fair.org/home/6-elements-of-police-spin-an-object-le...
        
       | pmarreck wrote:
       | There needs to be a law that any technology used by law
       | enforcement in the course of doing business is open-source.
       | 
       | I don't see how this isn't already the case given the lives at
       | stake
        
       | avh02 wrote:
       | How hard would it be to create a community network of crappy
       | microphones to do what shotspotter does? You have a million
       | phones that all have gps and microphones
        
         | kawfey wrote:
         | If i was a programmer, I would be making this. a small alexa-
         | like array of microphones on a RasPi for rough direction
         | estimate, times a bunch of networked units microphones to get
         | precise-ish TDoA, mounted on rooftops...
         | 
         | I've always wanted to do this to record and report on the
         | number of gunshots I hear every night - hundreds go unreported
         | - and to get an accurate direction less prone to reflections.
         | Also to start an ML library to recognize thunder vs. fireworks
         | vs. dumpster lids vs. planks of lumber vs. misfires vs.
         | gunshots and other percussive noises.
        
         | __MatrixMan__ wrote:
         | If it meant an increased likelihood of catching the cops in a
         | lie, I'd host such a device on my roof.
         | 
         | I'd just want an easy way to audit the outbound data so I could
         | become confident that it was only recording cases of: "Holy
         | crap that was an EXPLOSION" and not recording cases of: "Did
         | you hear what that guy said in his back yard?"
         | 
         | It's not like anybody creating explosions has a reasonable
         | right to privacy. Everybody heard it, it might as well be
         | public record. This would just add timestamps.
        
         | Vaslo wrote:
         | Oh man the privacy folks are gonna hammer this comment hard.
        
           | jaegerpicker wrote:
           | I'm a huge privacy advocate but it makes some sense. If the
           | police and government is corrupt and using this tech,
           | creating a non-corrupt open-source community driven
           | alternative to combat the corruption is probably a net win
           | despite the privacy issues. The real win is to destroy the
           | Police surveillance state and tech but we as a people (the
           | US) seem incapable of real policing change. :(
        
           | Retric wrote:
           | I don't think people firing guns have a reasonable
           | expectation of privacy. Voluntarily submitting cellphone data
           | is already used for several things like traffic congestion
           | via Waze and related apps.
           | 
           | I am vary pro privacy, but as long as it's voluntary I don't
           | have an issue with this.
        
             | rspeele wrote:
             | It would depend strongly on whether the phone is analyzing
             | the data from the mic and reporting to a server "possible
             | gunshot heard, GPS coords X,Y, volume-level 60%, gunshot-
             | like-score 75%" or whether the phone is sending raw
             | recordings from the mic to a server and trusting that the
             | server is only checking them for gunshot sound (not, say,
             | saving your private conversations).
             | 
             | And of course it's difficult for the average user of an app
             | to tell the difference, or even for a tech savvy user to
             | tell without investing some time and effort.
        
               | Retric wrote:
               | I am going to assume significant processing would need to
               | happen on the device or your uploading audio 24/7 which
               | would have heavy bandwidth implications. I don't think
               | uploading individual sub 2 second sound clips with time
               | stamps is significant from a privacy standpoint, but it
               | might be in the middle of a long gunfight.
        
               | jaegerpicker wrote:
               | Yes hopefully all the analysis would happen on device but
               | that limits anything like a google home/alexa. Last I
               | looked neither device allowed processing on device.
        
               | avh02 wrote:
               | I'd not put that on my primary device either, maybe leave
               | a spare plugged in near an open window, etc
        
         | adrr wrote:
         | There are also the home assistance devices like Amazon Echos
         | that have an always on Mic. Amazon could be a huge surveillance
         | network for police with Ring video feed and a shot spotter
         | network of echo devices if they went down that road.
        
         | ghostbrainalpha wrote:
         | How would the phone differentiate between real gun shots, and
         | the gun shot noises my phone hears every day from the
         | Television I watch, or video games I play?
        
           | avh02 wrote:
           | You'd have to corroborate with the network I guess
        
       | mabbo wrote:
       | If we want to rely on this technology as being unbiased and
       | accurate, then it must be a purely one-directional flow of
       | information. Data should only flow from SpotShotter to the
       | police, and never in the other direction. No questions, no
       | inquiries, no anything. As soon as you do, you introduce bias or
       | at least the ability for bias to exist, intentional or otherwise.
       | 
       | If the SpotShotter technology is as good as they claim, there
       | should never be a need. And if the police can't make a case with
       | what SpotShotter gives them, they shouldn't rely on it.
        
         | cryptonector wrote:
         | But also this should flow to the public in real-time for
         | archival and should be tamper-evident to prevent alterations.
         | Like a blockchain.
        
         | Decker87 wrote:
         | It will always flow back, at least in the form of dollars
         | spent.
        
         | fnordfnordfnord wrote:
         | > then it must be a purely one-directional flow of information.
         | 
         | That's absolutely not possible.
        
       | chrisseaton wrote:
       | We used a shot detection system... in Afghanistan. Not really
       | sure it's needed in the United States.
        
       | rhizome wrote:
       | For some reason this isn't a felony offense by anybody involved.
        
       | Hokusai wrote:
       | > Greene found a fifth shot, despite there being no physical
       | evidence at the scene that Simmons had fired. Rochester police
       | had also refused his multiple requests for them to test his hands
       | and clothing for gunshot residue.
       | 
       | This is the same that giving queues to a dog to bark to be able
       | to inspect someone or a vehicle. New tech, old tricks. No
       | technology will work if the people using it is corrupt.
        
         | Leparamour wrote:
         | >No technology will work if the people using it is corrupt.
         | 
         | Put it on a blockchain then.
         | 
         | Edit: I'm serious. Blockchain is exactly meant for application
         | inside zero-trust environments. If you think it's impossible to
         | put a video on blockchain, just have software making hash-
         | fingerprints at regular time intervals and save those on a
         | blockchain to make tampering with the video evident.
        
         | ahoy wrote:
         | No amount of new technology, training, equipment, or funding
         | with change this. US policing is fundamentally a broken system.
        
         | asdff wrote:
         | It still blows my mind how police are allowed to turn off body
         | cams while on the clock. That should be considered an offense
         | like a government official burning public documents, because
         | that's basically what is going on when you turn off the video.
         | It's uncanny how the cameras are almost always off whenever
         | something controversial happens.
        
           | reaperducer wrote:
           | _It still blows my mind how police are allowed to turn off
           | body cams while on the clock. That should be considered an
           | offense like a government official burning public documents,
           | because that 's basically what is going on when you turn off
           | the video_
           | 
           | It depends on the jurisdiction. In some police departments,
           | turning off a body camera is a punishable offense, up to and
           | including firing.
           | 
           | It's up to your city leaders to enforce this, and override
           | the local police union's resistance, if possible.
        
             | giantg2 wrote:
             | Sometimes there are also privacy laws that would need to be
             | addressed at the state level. For example, many places
             | prohibit the camera from being active in a private
             | residence unless permission is granted by the resident.
        
               | kbenson wrote:
               | Unless police see what they believe is a crime in
               | progress, they aren't supposed to enter a private
               | residence without permission anyway, right? I'm not sure
               | how that can't be easily dealt with even in the
               | problematic states by saying that permission for the
               | police to enter the premises is also permission for them
               | to record.
        
               | giantg2 wrote:
               | They could be responding to a non-criminal call, like a
               | welfare check. Permission to enter isn't considered the
               | same as permission to record in some states.
               | 
               | Yes, they could change the laws about recording. In many
               | cases, not just for police, they probably should.
        
               | dragonwriter wrote:
               | > They could be responding to a non-criminal call, like a
               | welfare check.
               | 
               | Armed law enforcement responding to calls without an
               | evident need for armed law enforcement is itself a
               | problem.
        
               | kbenson wrote:
               | Probably true, and goes to complaints from police
               | officers that they're also expected to be counselors as
               | well as enforcers.
               | 
               | On the other hand, asking someone to go into a situation
               | that may put themselves at risk (for some cases of
               | welfare checks) without appropriate training or equipment
               | (or leaving the distinction of which is which to some
               | third party not on the scene) doesn't seem like a good
               | idea either, and at the point where you have a force
               | that's equipped to protect themselves and possibly
               | restrain others, that begins to sounds a lot like a
               | police force, so I can see why they just use the police.
               | 
               | There's probably some solutions along the lines of
               | different shifts for those with different training with
               | different load outs, or additional trained personnel in
               | sets of police, but all of those also have some problems
               | I can see and don't address officers being dispatched
               | that are prone to use force because of a prior
               | altercation that day/week or trauma at some prior date.
        
               | zepto wrote:
               | > Armed law enforcement responding to calls without an
               | evident need for armed law enforcement is itself a
               | problem.
               | 
               | It's fairly obvious that in a country where citizens are
               | free to be armed, police must be armed too.
        
               | kbenson wrote:
               | I think what's being discussed is not that police should
               | be unarmed, but that police should not be the first
               | choice to respond to situations where they currently
               | often are.
        
               | throwawayboise wrote:
               | Yes, police should not be the welfare patrol. However
               | they are, because they are out and about and often would
               | be the nearest public authority to respond to such a
               | need, and governments don't want to fund the social
               | programs that they legislate. It's the same reason
               | teachers are imposed upon to be defacto child-welfare
               | social workers.
               | 
               | Police should enforce the law/investigate crimes.
               | 
               | Teachers should teach.
               | 
               | If we're going to have social welfare programs, we need
               | to provide personnel to do that work, not pile it upon
               | other professions as an unwanted secondary
               | responsibility.
        
               | dragonwriter wrote:
               | > It's fairly obvious that in a country where citizens
               | are free to be armed, police must be armed too
               | 
               | Even granting that for the sake of argument, it is less
               | obvious that government-public interactions not for the
               | purposes of arresting criminals or otherwise responding
               | to or preventing apparent actual or imminent crime need
               | to involve police.
        
             | rhizome wrote:
             | Firing isn't decertification and the punishment isn't even
             | that bad.
             | 
             | > _It 's up to your city leaders to enforce this, and
             | override the local police union's resistance, if possible._
             | 
             | It's only possible in jurisdictions where DAs and/or Mayors
             | can get elected without an endorsement from law-
             | enforcement, and look at SF for an example of what police
             | do when one slips through the cracks.
             | 
             | By far, most US government is ruled by law enforcement, not
             | the other way around, and this isn't even touching the
             | nationwide police rebellion we've been enduring.
        
               | Afton wrote:
               | > It's only possible in jurisdictions where DAs and/or
               | Mayors can get elected without an endorsement from law-
               | enforcement, and look at SF for an example of what police
               | do when one slips through the cracks.
               | 
               | As someone who doesn't live in SF, what are some of the
               | examples? This is a good faith question, but I'm not
               | really sure what I would google to know what you mean.
        
               | relaxing wrote:
               | The 1975 SF police strike, which ended when the police
               | detonated a bomb at the mayor's house.
        
               | kelnos wrote:
               | Wow, I'd never heard about this, but just read the
               | Wikipedia blurb[0]. It doesn't appear to be established
               | fact that the bomb was indeed placed by the police, but
               | it doesn't seem like it would have been surprising if
               | they had.
               | 
               | Pretty shameful that Mayor Alioto override the Supes and
               | caved to the police's demands rather than calling in the
               | National Guard and taking the entire striking force into
               | custody. But I guess people don't always make the best
               | decisions while their lives are being threatened...
               | 
               | [0] https://en.wikipedia.org/wiki/San_Francisco_Police_De
               | partmen...
        
             | xupybd wrote:
             | There has to be bathroom breaks right?
        
               | asdff wrote:
               | I would say it should be off for bathroom breaks of
               | course. The main issue isn't these edge cases, but that
               | these cops are shutting them off when they are
               | approaching a person. Its not like they were taking a
               | poop then the call came in and they had to pull up their
               | pants and run and didn't have time to flick it on. They
               | see a situation about to play out where they could end up
               | looking bad in a court of law so they try and remove a
               | potential source of evidence that could be used against
               | them.
        
               | kbenson wrote:
               | From what I've seen, the cameras don't really catch those
               | angles to give video on that, and even if they did,
               | that's a problem easily solved through a piece of fabric
               | around the problematic area (as opposed to on the camera,
               | which could be accidentally left in place). Beyond that,
               | requiring sounds from the bathroom be audible is not too
               | much to ask, IMO.
               | 
               | If it came down to it being absolutely essential, you
               | could have one office take the camera off (but leave it
               | running), and hand it to their partner to point at the
               | bathroom door as that officer enters and uses the
               | bathroom, and they put it back on as they exit the
               | bathroom.
               | 
               | The whole point of a camera system is to be a reliable
               | audit trail of interactions that police have been in, for
               | both their benefit and the public's benefit. Every
               | exception you allow that lets things happen without the
               | camera is a problem for an audit, so you try to reduce
               | those as much as possible.
        
               | giantg2 wrote:
               | "If it came down to it being absolutely essential, you
               | could have one office take the camera off (but leave it
               | running), and hand it to their partner to point at the
               | bathroom door as that officer enters and uses the
               | bathroom, and they put it back on as they exit the
               | bathroom."
               | 
               | This is probably the most foolproof. The fabric idea
               | wouldn't be a good idea considering many public restrooms
               | are multi-person. So the concern is with the privacy of
               | others, not just the officer.
        
               | kbenson wrote:
               | That's a good point. At the same time I'm not sure what
               | level of privacy people expect in a _public_ bathroom.
               | Anything you don 't want someone seeing should be done
               | within a stall. At best I would consider a public
               | restroom as having increased privacy, but by no means
               | being private.
               | 
               | I understand that's probably a hard sell though, as
               | people have some idea that it's verboten to record in the
               | open space of a public restroom (it's definitely frowned
               | upon, but I think police cameras are a good exception to
               | have, especially if they need to enter the restroom to
               | perform their jobs because that's where a disturbance
               | is), so whatever gets more camera use in the end I'm on
               | board with, from a practical standpoint.
        
               | giantg2 wrote:
               | "At the same time I'm not sure what level of privacy
               | people expect in a public bathroom."
               | 
               | They expect that the law should be followed, which
               | stipulates no recording. Companies have tried for a long
               | time to have security cameras in bathrooms, but it's not
               | allowed. Now if they're responding to a call, then maybe
               | that's an exception. Or they could change the law to
               | allow recording in the bathroom, but there will probably
               | be a ton of public pushback.
        
               | kbenson wrote:
               | I'm not saying the law should be ignored. I'm just not
               | entirely sure why the law exists as it does, or think
               | that it's ill written to account for certain situations.
               | A large bathroom with twenty people (or more! bathrooms
               | at large events or in large airports can be big) in it is
               | not what I would consider private.
               | 
               | I think (but could be wrong) what most people actually
               | care about is that their stall is private (or in the case
               | of urinals, that someone isn't to the side recording what
               | they consider a small private wall space area), but since
               | that's hard to account for and some stalls/urinals
               | already have poor privacy to the rest of the bathroom, we
               | got what we have now.
               | 
               | Honestly, to me it seems like a lot of bother to hide
               | bits of our body that we should all be a lot less
               | concerned about shame about in the first place, but I'm
               | not holding my breath on any change there in the U.S.
        
               | smegger001 wrote:
               | Perhapes we should just require the camera to be turned
               | on and on their person for them to have the legal
               | privileges and protections that we grant to law officers.
               | If they turn it off or leave it behind for example during
               | a restroom break then they are, under the eyes of the
               | law, a civilian until it is turned back on. and any
               | evidence "found" somewhere that they had gone without the
               | camera while off the clock as it were is either
               | inadmissible or must have a hire bar to be able to be
               | used. so on planting drugs on a piss break to just walk
               | in again with the camera on and "find it"
        
               | gnicholas wrote:
               | > _At the same time I 'm not sure what level of privacy
               | people expect in a public bathroom. Anything you don't
               | want someone seeing should be done within a stall._
               | 
               | If a man at a baseball game went into the restroom and up
               | to the trough holding a smartphone that was clearly
               | recording, he would undoubtedly find trouble. People
               | expect not to be recorded in the bathroom.
        
               | cryptonector wrote:
               | I would rather there be a way to turn off audio than have
               | the camera come off its officer.
        
               | cryptonector wrote:
               | It's enough to have the ability to turn off audio. That's
               | useful for restroom breaks, but also for when officers
               | are not interacting with the public, since they should
               | have some privacy for cooler talk (well, maybe they
               | should, or maybe they shouldn't, but I've not thought
               | enough about that myself).
        
           | JohnJamesRambo wrote:
           | It shouldn't even have an on/off button.
        
             | Leparamour wrote:
             | Although I agree with you in general, I think this is for
             | practical reasons. It's not helpful to record 24/7, outside
             | of police operations with regard to battery capacity and
             | limits to bandwidth and data storage.
             | 
             | One could propose a system where recording is triggered
             | automatically when leaving the patrol car (BLE dongle) and
             | can only be reset by a centralized authority.
        
               | jackson1442 wrote:
               | Recording 24/7 is a simple problem- they turn off when
               | placed on a charging dock in the station. With how
               | microSD is progressing I don't think it's necessary to
               | disable in a patrol car. Perhaps it could somehow
               | communicate with the clock in/out system and only be
               | disabled when the officer is not clocked in to work?
               | Then, lunch would be off the clock and off the camera.
               | 
               | I don't see how it's too different from stores recording
               | their cashiers 24/7.
        
           | jimbob45 wrote:
           | Body cams are a silly idea in the first place. If you're so
           | distrustful of your police that you feel the need to place
           | cams on them, then you need to go back to the drawing board
           | and address the root problem - the trustworthiness of your
           | police force.
           | 
           | There's no reason to treat cops as second-class citizens.
           | There's no evidence to suggest widespread power-abuse,
           | despite all the FUD from BLM. Are there some bad apples?
           | Sure, but there are bad apples in every profession and steps
           | like that only punish good officers and make corrupt officers
           | more careful when they perform misdeeds.
           | 
           | You cannot neuter the power of every profession of authority.
           | All you're going to do is build instinctive and reflexive
           | mistrust of anyone in authority before they've done anything
           | wrong, just like the reflexive mistrust BLM has whenever
           | anyone interacts with an African-American.
        
             | chipotle_coyote wrote:
             | I hear the "bad apple" thing a lot when it comes to
             | discussions of bad cops, and it's usually in the context
             | you're using it, e.g., "sure, there are some bad apples,
             | but you can't hold everyone responsible for them."
             | 
             | Yet the actual old folk wisdom was "one bad apple can spoil
             | the barrel," or as Benjamin Franklin rephrased it in _Poor
             | Richard 's Almanack,_ "the rotten apple spoils his
             | companion." The entire point is that we _don 't_ get to
             | just say "it's one bad apple." A barrel with one bad apple
             | in it quickly becomes a barrel of bad apples.
             | 
             | The uproar we've seen isn't just about example after
             | example of police brutality, poor treatment of minorities,
             | and abuse of power. It's about the overwhelming resistance
             | among the police to change, to accountability, even to
             | self-examination. It's about how the reaction, by and
             | large, to "bad apples" isn't to say "we need to get rid of
             | that one," but rather to say "we need to protect our own."
             | 
             | We _don 't_ treat police as second-class citizens; we
             | entrust them with extraordinary power and latitude. In
             | return, shouldn't we be holding them to an extraordinarily
             | high standard?
        
             | jackson1442 wrote:
             | What? A body cam is useful for the same reason that AWS
             | CloudTrail and other audit logs are useful-- auditing? What
             | part of policing necessitates that it is done in secret?
             | 
             | > but there are bad apples in every profession
             | 
             | A "bad apple" software engineer probably over-reports hours
             | or is neglectful in their job. A "bad apple" cashier
             | probably skims off the top of sales. A "bad apple"
             | executive probably enriches their personal wealth.
             | 
             | A "bad apple" cop probably results in ruining the lives of
             | other people through wrongful arrests, excessive force, or
             | other means.
             | 
             | Some people simply should be held to a higher standard
             | because of the responsibilities of their position. When you
             | can quite literally be the arbiter of life and death at
             | times, you should be held to a higher standard.
        
               | jimbob45 wrote:
               | I don't agree with your analogy. The post-arrest reports
               | that the police fill out is closer to the audit log. A
               | better analogy for SWEs would be keyloggers imo.
               | 
               | Also, a "bad apple" SWE can be far and away worse than
               | anything a cop could possibly do. "Bad apple" SWEs are
               | people like Julian Assange, Kim DotCom, and Sammy Kamkar.
               | Those people ruin entire _classes_ of lives.
               | 
               | This "higher standard" argument is a slippery slope. Cops
               | actually don't have very large responsibilities. Worst
               | case, they kill 10 or so people before they're brought
               | down. Consider Mark Begor, CEO of Equifax, who leaked the
               | identities of millions. Should we force him to install a
               | key logger on all of his PCs? Should we have him wear a
               | body cam at work? He's certainly someone from whom
               | millions would benefit were he to be locked in a dungeon
               | to work for the rest of his life.
               | 
               | Of course not. We're supposed to believe in liberty and
               | the innate good in man, despite whatever FUD BLM would
               | have you believe.
        
               | jdhendrickson wrote:
               | "Worst case, they kill 10 or so people before they're
               | brought down."
               | 
               | Really? This is your argument for why they should not
               | have to wear cameras? You then drag BLM into this at the
               | end.
               | 
               | I have noticed an uptick in older accounts suddenly
               | commenting more, and more of this divisive language
               | usually accompanied by a poorly thought out premise that
               | would never have flown on Hacker News a year or two ago.
               | 
               | Commentary like this really makes me wonder if the site
               | is being targeted using inauthentic traffic as covered in
               | depth by Sophie Zhang.
               | 
               | https://en.wikipedia.org/wiki/Sophie_Zhang_(whistleblower
               | ) it's pretty interesting.
        
               | jimbob45 wrote:
               | No, that was part of my argument as to why SWEs have the
               | capacity to abuse their positions of power far worse than
               | police can.
        
               | [deleted]
        
               | [deleted]
        
               | maybelsyrup wrote:
               | > Consider Mark Begor, CEO of Equifax, who leaked the
               | identities of millions. Should we force him to install a
               | key logger on all of his PCs? Should we have him wear a
               | body cam at work?
               | 
               | Lol yes absolutely where do I sign this petition
        
               | throwawaysha256 wrote:
               | >I don't agree with your analogy. The post-arrest reports
               | that the police fill out is closer to the audit log. A
               | better analogy for SWEs would be keyloggers imo.
               | 
               | Which everyone should have enabled for the exact same
               | reasons: auditing
               | 
               | All SSH sessions (every character you send) to our qa and
               | higher environments are recorded and saved for later
               | auditing.
        
           | giantg2 wrote:
           | In theory, there should be no controversial actions when the
           | cameras are on, for the simple fact that everyone can
           | see/hear what happened. The policy can be controversial, but
           | whether the actions were consistent with policy should be
           | evident.
        
           | xwdv wrote:
           | Have you never heard of the 5th Ammendment?
        
           | heavyset_go wrote:
           | > _It 's uncanny how the cameras are almost always off
           | whenever something controversial happens._
           | 
           | It's because the body cameras that are bought by police
           | departments aren't marketed as devices that keep cops honest,
           | but as devices that protect them from the lying public.
           | That's why they're sold with features that allow the wearer
           | to turn them on and off, and with buttons that trigger the
           | camera to only capture small clips of video. Cops only want
           | to turn them on when they feel like they might need to prove
           | something in court later.
        
           | apendleton wrote:
           | There are also potentially privacy considerations... for
           | example, in jurisdictions where body-cam data is a matter of
           | public record, should officers be recording while inside
           | someone's house where that person has a reasonable
           | expectation of privacy?
           | 
           | And even assuming the footage isn't automatically public,
           | what about the evidentiary value against the house's
           | occupants? Currently, police need a warrant to execute a
           | search of someone's residence, but there's a "plain view"
           | exception: if while the officer is in the house anyway
           | (either because the occupant let them in, or because they
           | entered due to exigent circumstances like a violent crime in
           | progress), if they happen to see evidence of a crime in plain
           | view while there -- a gun, drugs, whatever -- they don't need
           | a warrant to use that as evidence. If the officer has a
           | camera on the whole time, that potentially means the officer
           | could use not just what they happened to see in the moment,
           | but retroactively whatever can be seen in the footage after
           | the fact, which likely significantly expands the extent of
           | plain-view evidence that can be used without a warrant. Some
           | have asserted that video-recording itself constitutes a
           | fourth-amendment search if the officer is someplace where the
           | person has an expectation of privacy, though I don't think
           | this question has been adjudicated.
           | 
           | Also, in two-party-consent states, capturing body camera
           | audio might also require either a warrant or consent for the
           | capturing of at least some kinds of interactions.
           | 
           | I think body cams are net-good, but it's more complicated
           | than it seems at first blush.
        
             | r00fus wrote:
             | At the very least if any situation requires official
             | capacity, the officer shouldn't have the camera off. The
             | camera should have features like "toggle off for 5m" or
             | "turn off persistent but you can't act as LE".
             | 
             | The situation remains that law enforcement has no real
             | checks on their own power, and they've moved to restrict or
             | block such checks on their power.
        
             | syshum wrote:
             | >> in jurisdictions where body-cam data is a matter of
             | public record
             | 
             | Where is this mythical land, because many times people have
             | to go to court to get a court order to release the footage,
             | i would love to know where body cam footage is public
             | record.
             | 
             | >>If the officer has a camera on the whole time, that
             | potentially means the officer could use not just what they
             | happened to see in the moment, but retroactively whatever
             | can be seen in the footage after the fact, which likely
             | significantly expands the extent of plain-view evidence
             | that can be used without a warrant.
             | 
             | While an interesting topic, i dont believe this is in view
             | of the context.
             | 
             | Further how many times does this issue really come up in
             | the course of time. Seems like you are attempting to
             | highlight edge cases in order to defend police corruption
             | and their ability to hide their activities under the guise
             | of public privacy.
             | 
             | Most of the body cam footage "lost" or "offline" is when
             | the police are killing people in the plain outdoors in
             | other public venue's not when they are protecting Grandma's
             | privacy from the big bad public.
        
               | OminousWeapons wrote:
               | > Further how many times does this issue really come up
               | in the course of time.
               | 
               | One possibly common case would be police officers
               | operating on hospital grounds. Video taping patients who
               | have not broken any laws is an enormous invasion of
               | privacy.
        
               | jackson1442 wrote:
               | Maybe there could be an independent review committee that
               | reviews footage before release ensuring no impertinent
               | PII is released. This, of course, would only work if the
               | committee was _truly_ independent (i.e. commissioned for
               | {x} years with a set budget by a higher level of
               | government), and potentially would need to be anonymous
               | in the event of a divisive case.
        
               | apendleton wrote:
               | > Seems like you are attempting to highlight edge cases
               | in order to defend police corruption and their ability to
               | hide their activities under the guise of public privacy.
               | 
               | I'm not sure where you're getting that from what I wrote.
               | 
               | I'm not saying police shouldn't use bodycams (I
               | explicitly said I think they're a net good). I think
               | there might be specific circumstances where not recording
               | might be appropriate (e.g., if they're inside someone's
               | house). I think those circumstances, if they exist,
               | should be determined as a matter of department policy,
               | and not left to the whims of individual officers, and
               | that in circumstances other than those, officers should
               | have to be recording at all times, and there should be
               | consequences if they don't. Things officers do in public
               | would pretty obviously be examples of that.
               | 
               | The only thing I was pushing back on was the notion that
               | it's universally the case that LEOs should need to have
               | cameras on for every minute of ever shift.
        
               | syshum wrote:
               | I think that for recording cops effective it needs to be
               | for their entire shift. Where needed we should address
               | the privacy and 4th amendment concerns in legal updates.
               | 
               | Police get away with literally murder, and 4th amendment
               | has soo many holes in it that police hardly need to look
               | at their body cam when they can just say "hey I smell
               | weed" or "did you hear that" to get in... So neither of
               | them are something we should hold the roll out of body
               | cams over
               | 
               | Body Cams have already caught cops planting evidence
               | because they were not smart enough to know that when they
               | turn it on it saves the last 3 mins of "off" time...
               | 
               | Body Cams are needed most urgently.
        
               | kelnos wrote:
               | > _I think there might be specific circumstances where
               | not recording might be appropriate (e.g., if they 're
               | inside someone's house)._
               | 
               | On the other hand, though, I think being inside someone's
               | house is when having a recording is the most critical.
               | Without video recordings, it's just the officer's word
               | against the defendant's, and courts will more often
               | believe the officer's version of events.
               | 
               | Out in public, it's possible -- and in some places,
               | likely -- that a concerned passerby would be recording
               | what's going on, reducing the value of & need for the
               | police body-cam video.
        
             | kelnos wrote:
             | Right, but also consider that what you're describing is a
             | matter of law, and we're already talking about changing law
             | (to require body cameras to be always-on), so why not
             | change the other stuff too?
             | 
             | Change the "plain view" exception to only apply to stuff
             | the officer notices while physically there; if they see it
             | in footage later, it's not admissible in court, and not
             | grounds for a search warrant. Change the recording-consent
             | laws to not apply to police body cameras.
             | 
             | And regarding privacy, have retention policies: if there's
             | no legal hold on some body cam footage (part of an active
             | investigation or court proceeding, etc.), it gets deleted
             | after 90 days (or whatever time period sounds reasonable).
             | That way we don't have recordings of people's private
             | residences living in storage indefinitely.
        
             | dragonwriter wrote:
             | > for example, in jurisdictions where body-cam data is a
             | matter of public record, should officers be recording while
             | inside someone's house where that person has a reasonable
             | expectation of privacy?
             | 
             | Public records laws already generally anticipate that
             | public records will frequently contain sensitive, protected
             | data and have general processes (involving redaction or
             | denial of unprivileged general public access, depending on
             | the circumstances) for handling public records to which
             | that applies (source: spent a couple decades in government
             | dealing with public records containing PHI, other PII, and
             | other legally restricted-access information.)
        
               | tomohawk wrote:
               | That hasn't stopped government officials from unmasking
               | the identities of people in intercepts for political
               | purposes.
               | 
               | For example, Tucker Carlson, Gen. Flynn, and others.
               | 
               | It's better not to have the record around where politicos
               | can be tempted to abuse it.
        
               | sudosysgen wrote:
               | The government doesn't need bodycams to spy on you.
        
             | CamperBob2 wrote:
             | No, there are no "privacy considerations" to body camera
             | footage. Those only into play when the footage is made
             | public. When you cite "privacy," you're letting the police
             | dictate the terms of the discussion.
             | 
             | The footage _must_ be recorded and retained, with the
             | decision to edit and /or release it left up to courts or
             | other independent authorities.
             | 
             | As for two-party laws, those have to go. They don't have a
             | place in a society where the people need the ability to
             | hold police and other officials accountable. If the police
             | are doing nothing wrong, they have nothing to fear, right?
             | Isn't that what they tell us?
        
               | apendleton wrote:
               | The party in question that might object is the person
               | being recorded, not the officer.
        
         | ISO-morphism wrote:
         | Nit: a queue is a line waiting for something (stuck in the
         | queue), a cue is a signal to perform some action (that's my
         | cue)
        
           | Vaslo wrote:
           | Eh not a nit - I didn't understand it until your context was
           | added
        
         | jaywalk wrote:
         | It's no wonder why the cops love it. Although the actual
         | usefulness is questionable at best (much like the dogs)
         | ShotSpotter will cook up "evidence" on command to help with the
         | investigation (much like the dogs).
        
         | slumdev wrote:
         | Any lawyers in the house who could comment on their refusal to
         | test his hands?
         | 
         | Can they refuse to run a test because they're afraid it might
         | produce exculpatory evidence?
        
           | giantg2 wrote:
           | Not a lawyer, but in my experience they don't need to do any
           | tests. They usually have a policy that requires them to make
           | a "thorough" investigation. Nobody holds them to that. For
           | example, a trooper knew there were third party witnesses to a
           | crime and did not seek them out. Granted, that trooper also
           | withheld actual exculpatory evidence. Either way, nothing
           | happened, because who watches the watchers?
        
           | tjfl wrote:
           | IANAL, but curious and searched.
           | 
           | > A number of techniques designed to detect gunshot residues
           | (GSR) on the hands of a suspect or victim have been
           | developed. These techniques range from the now-discredited
           | paraffin test to the more modern techniques which use
           | instrumental analysis or scanning electron microscopy. The
           | limitations of all GSR techniques are that the residues can
           | be removed by rubbing or washing the hands and usually must
           | be collected soon after the firearm is fired, yet even valid
           | GSR tests are not conclusive.
           | 
           | https://www.ojp.gov/ncjrs/virtual-
           | library/abstracts/forensic...
        
             | giantg2 wrote:
             | Very few forensic techniques are conclusive for a case.
             | They are usually conclusive as in _the test_ was either
             | positive or negative. Then the forensic expert has to give
             | testimony as to what it means. Just look at the medical
             | experts in the Chauvin trial. It 's just like many news
             | articles today - the facts don't lie, but people can
             | misapply them to say different things.
        
           | jonhohle wrote:
           | Not being in or having interactions with the criminal justice
           | system, but having been involved in _many_ technology post-
           | mortems, why wouldn't you want to collect exculpatory
           | evidence? Without it, and in the best case an innocent
           | individual goes free, but with a cloud of uncertainty. In the
           | worst case an innocent individual is convicted of a crime and
           | the perpetrator goes without consequence.
           | 
           | If LEOs and prosecutors are incentivized based on raw arrest
           | or conviction counts, then the consequence for being wrong
           | should be astronomical (say, the sentence of the wrongfully
           | convicted times a >= 1x multiplier).
        
             | sokoloff wrote:
             | If you start from a premise that law enforcement is
             | searching for the truth above all else, your conclusions
             | make sense.
        
             | giantg2 wrote:
             | "... why wouldn't you want to collect exculpatory
             | evidence?"
             | 
             | In my experience, it's mostly that they are lazy,
             | incompetent, and/or have their mind made up. In some cases,
             | it has to do with costs (eg they aren't going to DNA test a
             | petty theft crime scene).
             | 
             | Contrary to TV, forensics are actually used very rarely in
             | the criminal justice system. Most of the ones that are used
             | are fingerprints and drug tests.
        
           | robbedpeter wrote:
           | The Supreme Court ruled that 5th amendment protects you from
           | incriminating yourself even if you're innocent, and in some
           | states that extends to investigations of your body.
           | 
           | Never talking to or cooperating with police, unless legally
           | required as advised by your lawyer, is what's known in legal
           | circles as "smart."
        
             | anigbrowl wrote:
             | That's not applicable here, because the defendant was
             | asking police to timely collect additional evidence for its
             | exculpatory potential.
        
         | p_j_w wrote:
         | The fact that they can get away with refusing to collect
         | evidence like that is absolutely infuriating.
        
         | squarefoot wrote:
         | > No technology will work if the people using it is corrupt.
         | 
         | Not if the people above them are not. Sadly, the people above
         | them _need_ corrupt police because corrupt police is easier to
         | control than the good one, and their members can also turn
         | themselves into private police serving the same politicians who
         | saved their asses. It 's a "do ut des" scenario in which
         | everyone has something to gain, except common people.
        
         | dilap wrote:
         | Yeah, I had my (completely clean) car searched because "the dog
         | signaled". OK, sure.
         | 
         | It would be more honest and to just say cops have the right to
         | search you at will.
        
           | tehwebguy wrote:
           | It's true, but it's also true that it's important for people
           | to say "no" and assert their rights. Granting permission to
           | search or willingly waiting for the K9 (assuming it's not
           | already on the scene) eliminates a lot of recourse that
           | people would otherwise have access to in the courts.
        
           | dghlsakjg wrote:
           | What they should be required to do is keep records on a dog's
           | record of false positives.
           | 
           | If a dog fails to perform better than 95% I see no reason to
           | use that as probable cause.
           | 
           | Better yet, let's just get rid of pretext stops. Almost all
           | traffic stops could be dealt with by the officer mailing a
           | ticket. Safer for cops, safer for the public, but a lot
           | harder to go fishing for felonies
        
             | giantg2 wrote:
             | They treat K9s almost like officers (eg if you injure or
             | kill one it will be a felony, likely similar to assaulting
             | an officer, but varies by state). They should also then
             | treat them like officers and keep Giglio records (not that
             | they are good at that for human officers...).
        
               | anigbrowl wrote:
               | Unless you're a cop, in which it's usually just a minor
               | disciplinary infraction.
        
             | p_j_w wrote:
             | The Supreme Court ruled, unanimously, that this sort of
             | thing isn't required:
             | 
             | https://en.wikipedia.org/wiki/Florida_v._Harris
             | 
             | It's going to take actual legislation to get this fixed,
             | which is not something I think we have any reason to be
             | optimistic about.
        
           | brianwawok wrote:
           | > It would be more honest and to just say cops have the right
           | to search you at will.
           | 
           | Except they explicitly do NOT have that power. They found a
           | "trick" to pretend like they are staying within the law,
           | while really not.
        
             | lovegoblin wrote:
             | Exactly. Hence
             | 
             | > It would be more honest
        
             | RHSeeger wrote:
             | They don't have the "right" to, they have the "ability to
             | do so without repercussions".
        
       | mplewis wrote:
       | Why is ShotSpotter using "AI" to analyze this? It's time-based
       | triangulation of a loud noise.
       | 
       | It must be nice to make a living on a grift like this.
        
         | gmueckl wrote:
         | I m not convinced that simple triangulation works in a city
         | environment. Sound reflected off of buildings can mess things
         | up good. I can think of several ways in which a later
         | reflection can be louder than the initial sound.
        
           | bob1029 wrote:
           | Triangluation works in these cases if you apply some DSP
           | tricks (marketed in this case as AI).
           | 
           | Multipath interference can be mitigated to a large extent
           | with multiple listening devices calibrated against a known
           | acoustic impulse - i.e. intentionally firing something like a
           | gun at a precise time & location known to the system
           | beforehand.
        
         | throwaway0a5e wrote:
         | Because gunshots are rare and if you're just triangulating loud
         | noise you're gonna be overwhelmed by false positives. Even if
         | you do basic filtration to try and tease out the sound of a
         | gunshot vs everything else you're still gonna get overwhelmed
         | by false positives.
        
           | dylan604 wrote:
           | I don't know enough about the procedures, but would citizens
           | calling 911 to report gun shots help coroborate and help weed
           | out false positives?
        
             | tdeck wrote:
             | Many citizens can't tell the difference between gunshots
             | and other explosive sounds like fireworks.
        
               | [deleted]
        
               | tolbish wrote:
               | If ShotSpotter can't either then it effectively useless.
        
               | sneak wrote:
               | It's not useless, sometimes it can be used to fuel a
               | prosecution against an innocent person who happens to be
               | a racial minority.
               | 
               | Police locking up black people in America is the reason
               | police in America were created.
        
               | gunapologist99 wrote:
               | > Police locking up black people in America is the reason
               | police in America were created.
               | 
               | Formal policing in America has a long and sometimes
               | infamous history, but it definitely did not begin with
               | "locking up black people"; it varied based on the locale.
               | 
               | For example, in NYC, it goes back to the Tammany Hall
               | days and was notoriously corrupt.
               | 
               | In the west (where there were very few black people, and
               | those that were there were free), police forces began
               | with various marshals and sheriffs who were hired,
               | typically by the merchants, to tame the wild western
               | towns.
               | 
               | According to Time, "The first publicly funded, organized
               | police force with officers on duty full-time was created
               | in Boston in 1838."
               | 
               | https://time.com/4779112/police-history-origins/
        
               | mplewis wrote:
               | The Boston police were started to defend the rights of
               | property owners, not citizens.
               | 
               | In the South, post-Civil War, police used gold star
               | badges because they were adapted from the gold star
               | badges used by slave patrols.
               | 
               | You should learn more about the history of policing in
               | America: https://podcasts.apple.com/us/podcast/the-
               | history-of-america...
        
               | dylan604 wrote:
               | Maybe it gets harder around june/july/new years, but the
               | rest of the year has very little firework activity.
        
               | timbargo wrote:
               | I live in Chicago. We have fireworks year round, some
               | neighborhoods more often than others. Usually you will
               | hear fireworks far more frequently than you hear
               | gunshots.
        
               | panopticon wrote:
               | I think that depends on the city/neighborhood. We heard
               | fireworks pretty regularly throughout the year when we
               | lived in San Jose. And they became more frequent after
               | the Flyod protests.
               | 
               | On the flip side, we heard far more gunshots than
               | fireworks when we lived in Kansas City.
        
           | [deleted]
        
         | Anechoic wrote:
         | It's presumably some sort of machine learning to distinguish
         | gunshots from firecrackers, backfires and other kinds of
         | impulsive sounds one would find in a city. It just does not
         | appear to work well.
        
           | imroot wrote:
           | Cincy PD disables alerts for ShotSpotter on the 4th of July
           | and disables it during baseball/football games downtown
           | because the pyro from the games causes false alarms.
        
         | zozin wrote:
         | It's just marketing speak. If your tech product doesn't use AI,
         | machine learning or have an algorithm then it won't look as
         | bright and shiny to customers.
        
       | steve76 wrote:
       | Correction:
       | 
       | The lawful arrest of George Floyd. Jury was biased. Arsonists and
       | a criminal mob influenced the judge.
       | 
       | The lawful encounter with Adam Toledo.
       | 
       | Criminals everywhere: change your ways or be destroyed.
        
       | garyfirestorm wrote:
       | I don't understand how they get to just walk away without any
       | consequences.
       | 
       | prosecutor1: sir we got evidence that defendant1 was behind the
       | shooting
       | 
       | defendant1: sir I was miles away from this area - let's verify
       | the evidence
       | 
       | prosecutor1: you know what, never mind - poker face
       | 
       | Court: poker face
       | 
       | Defendant1: poker face
       | 
       | >"Rather than defend the evidence, [prosecutors] just ran away
       | from it," he said.
        
         | LatteLazy wrote:
         | Worse: this is one of the most discriminatory issues in the
         | criminal justice system. The prosecutor can and will use that
         | "evidence" unless and until the defence challenges it. But poor
         | people with overworked lawyers don't have the time to challenge
         | anything so they go down based on BS.
         | 
         | The same thing happens with Stingrays apparently: as soon as
         | someone asks where the lead came from for the arrest, its case
         | dropped. But if you can't afford a lawyer with time to chase
         | down every detail you go to jail on illegal evidence.
        
       | dlgeek wrote:
       | Ouch:
       | 
       | > Over the years, ShotSpotter's claims about its accuracy have
       | increased, from 80 percent accurate to 90 percent accurate to 97
       | percent accurate. According to Greene, those numbers aren't
       | actually calculated by engineers, though.
       | 
       | > "Our guarantee was put together by our sales and marketing
       | department, not our engineers," Greene told a San Francisco court
       | in 2017. "We need to give them [customers] a number ... We have
       | to tell them something. ... It's not perfect. The dot on the map
       | is simply a starting point."
        
         | cryptonector wrote:
         | This is all devastating. These kinds of devices should use a a
         | cryptographic tramper-evident log, and those logs should be
         | available to the public in real time for archival purposes.
         | That's the only way to avoid tampering. The same should be used
         | for things like, e.g., rolls of who voted at every precinct.
        
         | ghostly_s wrote:
         | In fact, 89% of ShotSpotter deployments turn up no evidence of
         | gun-related crime: [1]
         | 
         | 1. https://endpolicesurveillance.com/
        
           | adolph wrote:
           | > 89% of ShotSpotter deployments turn up no evidence of gun-
           | related crime
           | 
           | If ShotSpotter is limited to registering the the sound of
           | gunshots, then it is limited to firearm-discharge-related
           | crime which is a subset of gun-related crime.
        
           | meowface wrote:
           | That site says 14% of alerts result in a case report being
           | filed and 10% result in a gun-related case report. But even a
           | 10% alert -> case report rate is better than I would've
           | expected for a big city. That still seems like it'd be
           | extremely useful, even if it means some wasted man hours.
           | 
           | And that's case reports - not necessarily detection true
           | positives. If someone fires a gun at the sky and picks up the
           | shell casings and drives away, with no witnesses or cameras
           | and an inconclusive/indiscernible audio recording, police
           | likely won't be able to file a report.
           | 
           | Also, I'm guessing there are some confidence indicators for
           | each alert: those case report rates probably don't capture
           | the full story even when accounting for hypothetical
           | inconclusive true positives. Police are likely (and should
           | be) obligated to investigate every detection, including every
           | detection rated as low-confidence.
           | 
           | Plus that's just for Chicago. I doubt they actually achieve
           | their claimed 97% accuracy anywhere, but it could be higher
           | in other areas. Especially areas where loud noises are less
           | common.
           | 
           | The main issue seems to be when it's used as evidence. I
           | think it shouldn't ever be admissible as evidence of
           | anything. And to mitigate some of the other issues that site
           | raises, it'd be nice if there were some kind of "no fishing
           | expeditions" law, where police responding to a gunfire alert
           | must exclusively look for evidence of a fired gun in that
           | vicinity and not use it as an excuse to scavenge for low-
           | hanging fruit by harassing / arresting people in the area for
           | unrelated matters.
        
             | giantg2 wrote:
             | "That still seems like it'd be extremely useful, even if it
             | means some wasted man hours."
             | 
             | I think the least wasteful approach would be to build
             | rapport with the community and rely on their reports.
             | Probably not an easy thing, but the most valuable things
             | rarely are.
        
               | whimsicalism wrote:
               | Still doesn't stop the phenomena of everyone thinking
               | "oh, someone else will call."
               | 
               | Shotspotter is a very useful tool IMO.
        
               | pessimizer wrote:
               | > the phenomena of everyone thinking "oh, someone else
               | will call."
               | 
               | This generally doesn't happen. It originated as a slander
               | against the people who lived around where Kitty Genovese
               | was killed, as an after-the-fact excuse for the lack of
               | police response.
               | 
               | > While there was no question that the attack occurred,
               | and that some neighbors ignored cries for help, the
               | portrayal of 38 witnesses as fully aware and unresponsive
               | was erroneous. The article grossly exaggerated the number
               | of witnesses and what they had perceived. None saw the
               | attack in its entirety. Only a few had glimpsed parts of
               | it, or recognized the cries for help. Many thought they
               | had heard lovers or drunks quarreling. There were two
               | attacks, not three. And afterward, two people did call
               | the police. A 70-year-old woman ventured out and cradled
               | the dying victim in her arms until they arrived. Ms.
               | Genovese died on the way to a hospital.
               | 
               | https://en.wikipedia.org/wiki/Murder_of_Kitty_Genovese#Ac
               | cur...
        
               | whimsicalism wrote:
               | There's evidence around how the majority of gunshots in
               | most cities are not followed by 911 calls.
               | 
               | For instance, the murder of Seth Rich in my home city
               | (ignore the stupid conspiracy theories) was not followed
               | by a call but was found by shotspotter which is how it
               | was responded to.
        
           | bpodgursky wrote:
           | I'm not sure why this is an important stat. Isn't it good if
           | there aren't gun crimes happening in a lot of places?
        
             | Cycl0ps wrote:
             | Check the link. What it's saying is that most times the
             | police receive a notice of a gunshot, it's a false
             | positive. In Chicago this leads to 60 dead-end responses
             | each day. Very few systems are worth that trouble
        
               | handmodel wrote:
               | I 100% dont think it should be used as evidence but this
               | seems like a decent rate for responding. There's 12,000
               | total officers in Chicago. Even if only 3,000 are on duty
               | at any time that's not a huge inconvenience if there are
               | still even dozens of cases a year you get to the scene 5
               | minutes before you would otherwise.
               | 
               | If you track the number of calls to 911 that are "dead-
               | ends" because there are no arrests I'm sure it would be
               | high too.
               | 
               | It also doesnt say the error rate for when the police
               | aren't called. If criminals know that if they shoot a gun
               | there is a 50% chance a police car will drive through 5
               | minutes later - wouldn't that deter you?
        
             | sodality2 wrote:
             | Deployments I assume means police response, not deploying
             | the system.
        
           | GhostVII wrote:
           | Having an 11% success rate seems pretty impressive to me.
           | Much better than the rate of false panic alarms, for example.
           | And I'm sure a lot of those ShotSpotter alerts were accurate,
           | but the police didn't get there soon enough.
        
             | giantg2 wrote:
             | It shouldn't have anything to do with getting there soon
             | enough. If they find shell casings, victims, or other
             | evidence that a crime occurred (usually even discharging a
             | firearm in a major city is considered a crime with very
             | limited defenses), then they should still be collecting
             | evidence and logging a report. Now, they may not be doing
             | that because they don't want to have high crime numbers
             | that are unsolved, or even dragging down the reputation of
             | the safer areas (I've heard of officers doing this).
        
               | GhostVII wrote:
               | I was thinking of cases where someone fires a few shots
               | and then everyone runs off - odds are the shell casings
               | aren't going to be seen unless they do a careful sweep of
               | the area, and the victims all left pretty quickly. No
               | idea how often that actually happens though.
        
             | handmodel wrote:
             | I think for the purposes of sending a car over to drive
             | through a street its pretty good.
             | 
             | The article discusses instances where it is used in trial
             | and for that it is obviously pretty weak - surprised it can
             | be used at all.
        
         | BoorishBears wrote:
         | That's the ouch? Not literally rewriting history to create
         | evidence for a murder trial?
         | 
         | > But after the 11:46 p.m. alert came in, a ShotSpotter analyst
         | manually overrode the algorithms and "reclassified" the sound
         | as a gunshot. Then, months later and after "post-processing,"
         | another ShotSpotter analyst changed the alert's coordinates to
         | a location on South Stony Island Drive near where Williams' car
         | was seen on camera.
         | 
         | > Motherboard's review of court documents from the Williams
         | case and other trials in Chicago and New York State, including
         | testimony from ShotSpotter's favored expert witness, suggests
         | that the company's analysts frequently modify alerts at the
         | request of police departments--some of which appear to be
         | grasping for evidence that supports their narrative of events.
         | 
         | Marketing games are absolutely nothing compared to this.
        
           | klyrs wrote:
           | This sounds suspiciously like evidence tampering. If only the
           | legal system would be so dogged in pursuit of justice for the
           | cops & analysts involved in this conspiracy.
        
         | pjungwir wrote:
         | Any time I see "accuracy" reported as a single number, I assume
         | it's B.S. and "for marketing purposes only". If you're serious,
         | give me the precision and recall.
        
           | the_snooze wrote:
           | >If you're serious, give me the precision and recall.
           | 
           | The thing is decision-makers have no idea (and no care to
           | know) what those are.
        
             | wcerfgba wrote:
             | Maybe these people shouldn't be decision-makers then. We
             | need both greater transparency in decision-making
             | processes, and greater education amongst the population
             | about statistics, causal inference, and the scientific
             | method. In order for the citizenry to hold decision-makers
             | to account and obtain a higher standard we need:
             | 
             | 1. Citizens to have the time and motivation to seek out and
             | examine primary evidence.
             | 
             | 2. Citizens to have the skills to understand and critique
             | that evidence.
             | 
             | 3. Robust mechanisms to allow citizens to replace people in
             | power.
        
               | kube-system wrote:
               | This is an inherent problem with the specialization of
               | labor. Those who run police departments have more
               | relevant specializations to their job role than
               | information science. This isn't a problem with statistics
               | or science in particular -- it's an issue with every
               | specialization. This is only going to get worse as
               | popular opinion of the role of higher education is
               | starting to shift from a more liberal-arts focus to a
               | job-placement focus.
        
             | anigbrowl wrote:
             | Correct and that's unlikely to change, but it should be
             | grounds to throw out the prosecution. Yes, this will make
             | it harder to convict real criminals. Too bad.
        
           | abstrakraft wrote:
           | I've never understood why ML folks insist on using precision,
           | which depends on the base rate. Why do they not use
           | probability of false alarm as in traditional detection
           | theory?
        
             | alexilliamson wrote:
             | It doesn't really depend on the base rate though. The idea
             | is that a high precision model will have all the targets at
             | one end of the distribution, regardless of base rate.
        
             | [deleted]
        
           | drc500free wrote:
           | Precision is an attribute of the deployed system. The same
           | tech in an affluent suburb will have different precision
           | deployed in an inner city. Ran into this exact problem in
           | biometrics, where NIST publishes tech error rates like FNMR
           | and FMR, and system owners don't even know precision is a
           | thing. They expect the vendor to tell them if it will work,
           | when it depends how many true and false events you throw at
           | the system.
        
       | hartator wrote:
       | > Police said ShotSpotter, a surveillance system that uses hidden
       | microphone sensors to detect the sound and location of gunshots.
       | 
       | Wait, what?
        
       | oehpr wrote:
       | This is tough. Pretty clearly what's happening here is shot
       | spotter is producing a probability distribution about the places
       | where a shot may have been fired, but they're not showing that
       | information, they're showing a point. That's broken.
       | 
       | It's a shame because setting up some microphones around the city
       | to detect a firearm discharge seems like a great idea. The
       | problem is people are overselling what it is doing.
       | 
       | Something that jumps out at me in the article is this:
       | Paul Greene, ShotSpotter's expert witness and an employee of the
       | company, testified at Simmons' trial that "subsequently he was
       | asked by        the Rochester Police Department to essentially
       | search and see if there        were more shots fired than
       | ShotSpotter picked up," according to a civil        lawsuit
       | Simmons has filed against the city and the company. Greene found
       | a fifth shot, despite there being no physical evidence at the
       | scene that        Simmons had fired. ...
       | 
       | Like, what shotspotter is doing is attempting to resolve the
       | origin of a sound wave in a city. The shockwave from a gun blast
       | must reverberate across buildings all over the place, more than
       | likely you're getting reflected waves rather than waves from the
       | source. You're going to get echos and reverb and it's going to be
       | messy and you're going to be imprecise.
       | 
       | Would shotspotter's AI misclassify noises? Yah. Of course. If
       | it's like any other classifier it's likely listing out a list of
       | probabilities of what something is and, for the sake of
       | simplicity, just saying it's the highest probability output. It's
       | just a filtering step. If you know a gunshot occurred, you update
       | your priors.
       | 
       | Should shotspotter be able to detect the number of gunshots
       | exactly? Maybe? How to differentiate between echos and original?
       | I'm not shocked it can detect the wrong number of shots.
       | 
       | Since it misclassifies noises, isn't exactly sure of the origin,
       | and can read echos as additional shots, is it useless? No.
        
         | slumdev wrote:
         | This is an unreliable system which police and prosecutors
         | misrepresent as reliable.
         | 
         | It might not be useless in the strictest sense of the word, but
         | it ought to be taken away from them.
        
           | Frondo wrote:
           | This is the issue: it's unreliable, and its results presented
           | as a matter of fact.
           | 
           | This is also the latest I've heard of, in a long line of the
           | criminal justice system presenting what's often closer to
           | fiction as an indisputable fact of someone's guilt. One of
           | the cases that made me incredibly angry was the junk arson
           | science surrounding the conviction and execution of Cameron
           | Todd Willingham in Texas in 2004:
           | 
           | https://innocenceproject.org/cameron-todd-willingham-
           | wrongfu...
           | 
           | But I also think of how unreliable eyewitness testimony is,
           | and yet people's recollections of events (when we know, and
           | have known for so long, that memory is plastic!), sometimes
           | years later, are treated as fact:
           | 
           | https://www.ncsc.org/trends/monthly-trends-
           | articles/2017/the....
           | 
           | I don't know how to solve this, since the "proven" part of
           | "innocent until proven guilty" seems like it's built on a
           | house of cards, and the only people with a direct incentive
           | to change it are suspects (i.e. the people that the criminal
           | justice system has already decided could've done it, and how
           | can you trust a criminal's motivations? _eye roll_ )
        
           | meowface wrote:
           | Restrict its use to the original intention: detecting
           | potential events police might want to immediately respond to.
           | It (and any other gunfire locator) seems like it'd probably
           | be an extremely useful and publicly beneficial technology
           | even if it had a low true positive rate.
           | 
           | The problem is allowing it to be used as evidence in criminal
           | cases. That's the part that should be taken away.
        
             | tomschlick wrote:
             | This exactly. I see Shotspotter and tech like facial
             | recognition / license plate readers as the same. Its a
             | lead, a clue for detectives to follow up on and validate /
             | verify. It shouldn't be evidence on its own. Just a source
             | that's slightly more reliable than a human witness.
        
               | meowface wrote:
               | The arguments for facial recognition and license plate
               | readers are much more complex. In the case of a gunfire
               | detector, you're specifically looking for (supposed)
               | activity that indicates the most serious possible crime
               | might have occurred seconds ago.
               | 
               | Facial recognition and license plate readers are used to
               | automatically track individual humans wherever they go so
               | that they can be quickly arrested if they're on a to-
               | arrest list. I'm not entirely sure how I feel about that,
               | even if it's all taking place in public, open areas, but
               | it's a totally different category from just knowing when
               | and where a gun may have been fired. It's real-time crime
               | detection vs. alleged criminal detection.
        
               | tomschlick wrote:
               | Thats very true. I also have reservations around facial
               | recognition / ALPR systems if they are saving data of
               | people who are not currently "flagged" related to a
               | crime. I can see the usefulness to find stolen cars, or
               | track down murder suspects but only after they are
               | entered as a suspect. There shouldn't be a historical
               | database of previous movements. There should also be
               | states/federal guidelines around who can be entered.
        
           | avs733 wrote:
           | > shot spotter is producing a probability distribution about
           | the places where a shot may have been fired, but they're not
           | showing that information, they're showing a point. That's
           | broken.
           | 
           | >This is an unreliable system which police and prosecutors
           | misrepresent as reliable.
           | 
           | I would argue in american policing, that broken is the point.
           | People (cops, judges, juries, the public) don't engage with
           | anything criminal justice related as probabilistic. If they
           | showed the probabilities, they wouldn't have a product
           | specifically because it would not be able presented as
           | reliable.
           | 
           | It's product market fit, like the parallel citizen thread,
           | that serves malicious and anti-social goals. But it is
           | profitable.
        
             | kevin_thibedeau wrote:
             | It's the same deal with breathalyzers, which don't measure
             | blood alcohol and cannot estimate it to the levels of
             | precision the manufacturers want everyone to believe.
        
               | giantg2 wrote:
               | The "evidence" can't be reexamined either. The good
               | states require a blood test. At least it's more accurate
               | and can be examined by the defense.
        
               | avs733 wrote:
               | and a pattern of withdrawing the evidence when the
               | results are challenged so as to avoid setting precedent.
        
           | formerly_proven wrote:
           | This seems to be intentional:
           | 
           | > Rather than defend ShotSpotter's technology and its
           | employees' actions in a Frye hearing, the prosecutors
           | withdrew all ShotSpotter evidence against Williams.
           | 
           | Ducking the test and withdrawing the evidence means
           | prosecutors can continue to claim that this stuff hasn't been
           | deemed unreliable by experts.
        
             | slumdev wrote:
             | A quirk of our legal system that allows dishonest people to
             | continue with impunity.
        
               | avs733 wrote:
               | which courts could easily fix...but don't.
        
         | modriano wrote:
         | Yeah, it's a really useful tool. There are a lot of gunshots in
         | Chicago (last year there were over 4000 incidents (in Chicago)
         | where someone was shot, and there are far more gunshots where
         | no one is hit), and in many of those shootings, no one calls
         | 911. If someone is hit and rendered unable to call 911 or get
         | help, if no one calls 911, that shooting victims is likely to
         | become a homicide victim. ShotSpotter gets someone to check the
         | area out, and it has saved a number of people from bleeding
         | out.
         | 
         | I don't think it should be used as evidence of the location of
         | a shooting (often shootings are only discovered when the victim
         | shows up at a hospital), as locations are triangulated based on
         | the time different sensors detect a gunshot and the distance
         | sound travels is impacted by building geometry and materials.
         | But it's a very useful tool that saves lives.
         | 
         | Regarding the locations of ShotSpotter coverage, as the pricing
         | model is proportional to area covered (there's a physical
         | network that needs to be maintained and contacts with owners of
         | buildings with sensors that need to be paid), so sensors are
         | put in the areas with lots of shootings. If you want to know
         | why there is such extreme racial homogeneity in the most
         | violent, least well resourced parts of Chicago, I highly
         | recommend the book "The Color of Law" [0] on redlining.
         | 
         | [0] https://www.epi.org/publication/the-color-of-law-a-
         | forgotten...
        
           | _trampeltier wrote:
           | Maybe the US should try to sell less weapons ..
        
             | sneak wrote:
             | Being unarmed in the current environment is not advisable.
        
           | giantg2 wrote:
           | "... and in many of those shootings, no one calls 911."
           | 
           | It's sad that our society (can we really call it that?) has
           | come to this - relying more on a piece of technology because
           | you can't depend on your fellow citizens.
        
             | mrkurt wrote:
             | There's no point in calling the police when you hear a
             | gunshot anywhere near Chicago. For one, you probably heard
             | fireworks. For another, calling them doesn't accomplish
             | anything. What are they even supposed to do about random
             | gun shots?
        
               | giantg2 wrote:
               | I'm not asking about shots off in the distance. With the
               | population densities of cities, people should be close
               | enough to know.
               | 
               | Discharging a firearm is a crime in most cities, with
               | limited defenses. They should be collecting evidence like
               | shell casings and investigating if another crime was
               | committed (check for victims). If you have people
               | illegally shooting firearms, there's a decent chance they
               | arent legally allowed to own them either. Catching these
               | people for this crime, could prevent others.
        
           | loteck wrote:
           | Do you have any citations for your claims about the Chicago
           | system being responsible for saving a number of people? I'm
           | looking for reading on that topic. Thanks ahead of time.
        
             | modriano wrote:
             | None that are public (that I'm aware of), but it's just a
             | matter of time. We just got ShotSpotter alerts put up on
             | the Chicago data portal.
             | 
             | But to make it less difficult to believe, I'll point you
             | too LEMART training [1], an emergency first aid course that
             | many patrol officers elect to take, and that many officers
             | carry a first aid kit [2]. Considering ShotSpotter alerts
             | officers (many of which are capable of administering
             | emergency first aid) to shootings (many of which have no
             | corresponding 911 call for service), it's not too hard to
             | accept the weak claim that a nonzero number of lives have
             | been saved. I won't speculate on the number as I haven't
             | done a rigorous analysis, but I know of a lot of shootings
             | where the responding officer was notified by ShotSpotter,
             | administered first aid (normally a tourniquet), and the
             | victim survived.
             | 
             | Edit: just found a public number for the number of officers
             | who have received LEMART training. Over 6000 officers as of
             | 1/21/2020 [3]. For reference, there are about 13k sworn CPD
             | officers.
             | 
             | [0] https://data.cityofchicago.org/Public-Safety/Violence-
             | Reduct...
             | 
             | [1] https://www.chicagocopa.org/wp-
             | content/uploads/2018/04/Polic...
             | 
             | [2] https://directives.crimeisdown.com/diff/efaff1a7e94a8ad
             | 642c7...
             | 
             | [3] https://twitter.com/chicago_police/status/1219747858469
             | 00326...
        
         | cryptonector wrote:
         | Overselling + altering reports after the fact to fit a
         | prosecution's preferred theory of the events.
        
         | BoorishBears wrote:
         | How is this tough?!
         | 
         | The system detected a loud noise as fireworks... that should be
         | the end of it!
         | 
         | Let the cards fall where they may, if cops go out they go out,
         | they go out, otherwise that's that.
         | 
         | You don't get to go back days later and reclassify it as a
         | gunshot based on ambiguity inherent to your product, and you
         | don't get to go back and move the origin.
         | 
         | This is not tough at all, it literally should work exactly like
         | it works today, and no one is allowed to change the initial
         | call manually.
         | 
         | After all, who is helped by retroactively marking it as a
         | gunshot but a DA?
         | 
         | -
         | 
         | If the concern is building up statistics or something,
         | ShotSpotter is still recording that it heard a sound. Nothing
         | is stopping an _out of band_ note that says  "we believe this
         | recording was tied to so and so incident at so and so location"
         | 
         | The key difference though is that ShotSpotter is no long
         | claiming to have recorded that incident directly. Which matters
         | when people's freedom is at stake.
        
         | loteck wrote:
         | _It 's a shame because setting up some microphones around the
         | city to detect a firearm discharge seems like a great idea._
         | 
         | It's an idea, yes, but a *great* idea? There are so many
         | technical, social and civil rights issues wrapped up in this
         | idea on its face, I think its performance history should be
         | part of whether it gets to enjoy the label of being a "great
         | idea."
         | 
         |  _Since it misclassifies noises, isn 't exactly sure of the
         | origin, and can read echos as additional shots, is it useless?_
         | 
         | Furthermore, since it can and does record human voices
         | speaking, and creates permanent records into the private hands
         | of a for-profit company that is allowed to sell that data to
         | 3rd parties, does it actually cross a line from being useless
         | to being harmful? It might.
        
           | oehpr wrote:
           | Right... but I don't classify its performance of "saying 5
           | gunshots when their was 4" a failure.
           | 
           | If it can say "I heard a gunshot, sounded like it came from
           | around here." and a gunshot occurred somewhere around there,
           | with only a few false positives. That's fantastic. In my
           | view, that's "great".
           | 
           | It's just not iron clad evidence, prosecutors are overstating
           | its statistical power. That needs to be checked.
           | 
           |  _Furthermore, since it can and does record human voices
           | speaking, and creates permanent records into the private
           | hands of a for-profit company that is allowed to sell that
           | data to 3rd parties, does it actually cross a line from being
           | useless to being harmful? It might._
           | 
           | Yah absolutely. But the thing is gunshots are pretty loud
           | noises compared to human speech. There's no reason to think a
           | microphone needs to be sensitive enough to capture human
           | speech to capture a gunshot, nor placed in a location that is
           | well suited for capturing human speech, nor would a place
           | that IS well suited for capturing human speech a good
           | location for capturing gunshots.
           | 
           | If I was placing a microphone to capture the sound of
           | gunshots, I'd be putting it on the tops of streetlights,
           | telephone polls, and the corners of buildings. You're not
           | going to be hearing people from there.
           | 
           | So if we see that behavior of ShotSpotter sticking
           | microphones in inappropriate places for public surveillance
           | purposes, then I think they should be taken to task for it.
        
             | [deleted]
        
             | josefx wrote:
             | > Right... but I don't classify its performance of "saying
             | 5 gunshots when their was 4" a failure.
             | 
             | Where there four? The part of the recording containing the
             | fifth shot disappeared, there is no way to reexamine it as
             | there where no steps taken to protect the original data
             | against tampering. If your method is so bad that no one
             | else can reproduce your results and the data you base your
             | results on just keeps changing and disappearing to suit the
             | expected result then it has the scientific rigor of a
             | fortune teller.
        
         | [deleted]
        
         | Imnimo wrote:
         | I think the problem isn't the technology or the idea, it's the
         | business model and the associated incentives. ShotSpotter's
         | customers are the police, and the objective of police is to
         | secure convictions, so ShotSpotter is incentivized to help them
         | do that, not to produce true and accurate predictions.
         | Exonerating a defendant isn't going to win them more business.
        
           | jfrankamp wrote:
           | Right. Shotspotter or the generic equiv should be purchased
           | by the city, not the police. The data (raw and interpreted)
           | should be managed in the public, as its a public interest to
           | know about firearms (including the police's) being
           | discharged.
        
             | dragonwriter wrote:
             | > Shotspotter or the generic equiv should be purchased by
             | the city, not the police.
             | 
             | Generally, the police are part of the city, and the sole
             | and deliberately centralized city agency with a mandate
             | that makes something like ShotSpotter relevant.
             | 
             | So, of course, if it is bought "by the city", it is through
             | and under control of the police department.
        
               | jfrankamp wrote:
               | I'm arguing though that due to the conflict of interest,
               | it should be at least one level up IRT purchasing, access
               | to interpretive/raw data, and decision making on which of
               | that data they want to share etc. Remove funding and
               | responsibility from the police to run this system/vendor,
               | and move it into the "office of public data
               | accountability" e.g. which can serve its data equally to
               | the public, watchdog groups and the police.
        
           | spywaregorilla wrote:
           | > the objective of police is to secure convictions
           | 
           | I mean... that's the problem point it would seem
        
       | javajosh wrote:
       | Why didn't the judge find the prosecution in contempt of court?
       | And why didn't this trigger an internal investigation inside the
       | Chicago PD? Modifying evidence to fit a crime is itself a crime,
       | withdrawn or not, and heads should be rolling right now.
        
         | sneak wrote:
         | The courts and the prosecutors and the police are all on the
         | same team.
         | 
         | The adversarial, truth-seeking system you believe that this is
         | is a fiction. It's a pipeline for money, nothing more.
        
       | bsanr wrote:
       | >Motherboard recently obtained data demonstrating the stark
       | racial disparity in how Chicago has deployed ShotSpotter. The
       | sensors have been placed almost exclusively in predominantly
       | Black and brown communities, while the white enclaves in the
       | north and northwest of the city have no sensors at all, despite
       | Chicago police data that shows gun crime is spread throughout the
       | city.
       | 
       | But I thought there was nothing racially-biased about American
       | policing.
        
       | timy2shoes wrote:
       | > But after the 11:46 p.m. alert came in, a ShotSpotter analyst
       | manually overrode the algorithms and "reclassified" the sound as
       | a gunshot. Then, months later and after "post-processing,"
       | another ShotSpotter analyst changed the alert's coordinates to a
       | location on South Stony Island Drive near where Williams' car was
       | seen on camera.
       | 
       | That's falsification of evidence. Will there be any consequences?
       | Who watches the watchmen?
        
         | jaywalk wrote:
         | You say falsification of evidence, they say manual review by an
         | "expert" to correct errors from the automated process.
        
           | stronglikedan wrote:
           | > manual review by an "expert"
           | 
           | Sounds like that should be required before the results of
           | automated processes can be used as evidence.
        
             | jaywalk wrote:
             | I'm sure it is, but the point here is that the manual
             | review appears to be "aided" by the police "suggesting"
             | where they believe the sound came from. And then, wow,
             | wouldn't you know it! The manual review agrees. Case
             | closed.
        
           | [deleted]
        
           | bluejekyll wrote:
           | Reclassifying the type of sound is possibly reasonable.
           | Changing the coordinates seems like falsification of
           | evidence. Later in the article it mentions adding a fifth
           | shot in a different event.
           | 
           | If shotspotter wants to be relied on for evidence, allowing
           | technicians to go back and modify data seems like a recipe to
           | quickly eliminate its use in cities and destroy its market
           | share. Adding notes about manual review after the fact would
           | be the only acceptable thing, but the originals should never
           | be modified/deleted.
        
             | SV_BubbleTime wrote:
             | Sorry, but I'm an expert shooter. I can reasonably identify
             | the round and sometimes the gun on the range next to me - I
             | would say I have an excellently tuned ear for these
             | things...
             | 
             | And not a chance I could do that based on microphone
             | playback between firework and gunshot with some random mic
             | in a city. 1/2 the "trick" is knowing the location, at my
             | range I know the echo of a 12ga vs a 45ACP, the crack
             | difference in a 223 or a 6.5prc, if I went to some random
             | place and you shot one random shot, it would be
             | ridiculously less accurate.
             | 
             | Shotspotter seems like a ton of bullshit to me after
             | reading this article including...
             | 
             | > Both the company and the Rochester Police Department
             | "lost, deleted and/or destroyed the spool and/or other
             | information containing sounds pertaining to the officer-
             | involved shooting,"
        
               | jcims wrote:
               | The idea is attractive because it's quite obvious how
               | well ShotSpotter would work in a cleanroom environment.
               | The part that's less intuitive is how far the standard
               | deployment environment is from that standard and what
               | margin the product has to accommodate.
        
               | bluejekyll wrote:
               | > And not a chance I could do that based on microphone
               | playback between firework and gunshot.
               | 
               | I'm happy to agree with you on that point, since I don't
               | have the experience there.
               | 
               | My larger point is that I could reasonably say allow for
               | shotspotter to review the sound, but the location I'm
               | assuming is pretty darn accurate.
               | 
               | And yes, the article completely destroys their
               | credibility as a reliable source of evidence.
        
               | jcims wrote:
               | Multipath effects, which for sound are huge in an
               | environment with large flat surfaces, could create
               | phantom origin spots at the fringes of the covered area.
        
               | SV_BubbleTime wrote:
               | So if your point is it's too complex and variable for
               | automatic processing; how does adding a human arbitrarily
               | changing classification and location going to improve
               | accuracy? Unless it's the shotspotter tech put there
               | shooting people, seems the company is very successful
               | bullshit either technically or ethically.
        
               | jcims wrote:
               | If there was solid external evidence of when a shooting
               | occurred (eg gps timestamped video of the event) I could
               | see them doing it purely for calibration purposes.
               | 
               | Clearly those adjustments should not be admitted as
               | evidence in a court case. ShotSpotter just needs to take
               | the 'L' and they will have to prosecute without (or admit
               | whatever was originally recorded as corroborating
               | evidence).
        
           | jkestner wrote:
           | If the source audio is not reviewable in court, none of it
           | should be admissible as evidence. Algorithms are just
           | laundering bad opinions like blood splatter analysis, so that
           | there's not even a personal reputation at stake.
        
             | tolbish wrote:
             | "Liability laundering" does roll off the tongue more easily
             | than "machine learning algorithm".
        
         | toomuchtodo wrote:
         | Journalists, courts, and citizen activists.
        
           | SavantIdiot wrote:
           | Careful: the number of people on HN who are now firmly in the
           | camp of: "there are no facts, there is no truth, all
           | journalism is propoganda" is astonishingly large, and growing
           | (it seems to me, anyway).
        
         | minikites wrote:
         | There won't be any consequences, because the police never face
         | any consequences. There's no way to reform modern policing, the
         | evidence shows little progress from decades of trying, which is
         | why modern policing must be abolished and something entirely
         | different needs to take its place. The police have resisted
         | incremental reforms, so the only option now is drastic reforms.
        
           | dolni wrote:
           | This reads like a troll message to me, so I'm not sure I
           | should even engage. But in the off chance it isn't, then if
           | you actually want to convince people of something you should
           | try:
           | 
           | * Not using ridiculous hyperbole
           | 
           | * Providing a well-reasoned solution instead of just stating
           | what the problem is
        
             | NikolaNovak wrote:
             | I mean, I'm not in the "Defund police" camp, personally,
             | quite... but OP doesn't read like troll OR hyperbole, and
             | I'm not sure why the reaction - this is an increasingly
             | mainstream perspective.
             | 
             | Police resisting reforms, limited consequences to police
             | misbehaviour, and limited progress in attempts to reform,
             | are I think baseline facts by now. The notion that they
             | need to be rebuilt from ground up with different
             | culture/prerogatives/internal processes/priorities again is
             | nowhere near "troll like".
             | 
             | >>Providing a well-reasoned solution instead of just
             | stating what the problem is
             | 
             | That's a high bar and an unreasonable threshold to speaking
             | out. A lot of times, recognizing / defining a problem is an
             | important first step. It should not be suppressed solely
             | for lack of immediate solution provided.
        
               | dolni wrote:
               | > OP doesn't read like troll OR hyperbole
               | 
               | Really? And how do you figure that? They literally opened
               | with "There won't be any consequences, because the police
               | never face any consequences." The entire planet can name
               | at least one instance of a cop facing consequences for
               | their behavior.
               | 
               | "There's no way to reform modern policing" is a strong
               | assertion without very much to support it.
               | 
               | > That's a high bar and an unreasonable threshold to
               | speaking out.
               | 
               | No, it isn't. _All_ systems are subject to abuse by bad
               | actors. _No_ system is perfect. There are only trade-
               | offs.
               | 
               | If you have no alternative solution it means you haven't
               | considered the trade-offs, and if you haven't considered
               | the trade-offs, you haven't actually spent time thinking
               | about the problem.
               | 
               | It's easy to point fingers at what sucks. Everybody can
               | do it, and everybody is doing it. If you're here on
               | Hacker News, which is supposed to be a place for
               | interesting conversation, I expect that you're going to
               | do better than that.
        
               | NikolaNovak wrote:
               | Fair enough; if the aim is to increase the level of
               | discourse on HN, that's a noble cause I'd have to
               | support.
               | 
               | (Note, and entirely FWIW, I still think message could've
               | been presented clearer / in a more friendly & productive
               | fashion - it's usually better to coach and show than to
               | yell & chastise).
        
             | bsanr wrote:
             | Their post meets both criteria. Their description of the
             | issue is not hyperbolic; it is a brief but reasonable and
             | accurate description of the failure of American policing.
             | Their description of the solution is well-reasoned: it is
             | not unreasonable to suggest that we should prefer an
             | institution facing intractable flaws be deconstructed and
             | replaced with a new one.
             | 
             | I do think it's unreasonable to expect a detailed
             | description of this solution off-the-cuff. A simple search
             | would have provided you with that, though:
             | https://defundthepolice.org/alternatives-to-police-
             | services/
        
               | dolni wrote:
               | > Their description of the issue is not hyperbolic
               | 
               | Saying that police are never held accountable is, in
               | fact, hyperbolic.
               | 
               | > Their description of the solution is well-reasoned
               | 
               | There's no reasoning beyond first order "this thing
               | sucks, progress isn't fast enough, it has to go". No
               | consideration is given to the second or third order
               | effects of such a massive change. So no, it isn't "well-
               | reasoned."
               | 
               | > I do think it's unreasonable to expect a detailed
               | description of this solution off-the-cuff.
               | 
               | Hacker News is _supposed_ to be a place for curious and
               | insightful discussion. Not just issuing complaints about
               | the social issues of the day.
               | 
               | I made an attempt to engage in order to try and produce
               | something substantive, but that fell flat pretty quickly
               | because no effort was made to produce something well-
               | reasoned.
               | 
               | > A simple search would have provided you with that,
               | though: https://defundthepolice.org/alternatives-to-
               | police-services/
               | 
               | A simple search yielding a page that ignorantly proclaims
               | "But we have to remember that police do not prevent
               | violence." Who responds to mass-shootings in progress?
               | Did a cop not prevent someone from being stabbed in the
               | Makhia Bryant case? Does solving cases and locking up the
               | right people who are violet not prevent them from
               | committing further crimes?
               | 
               | Your own link is agenda pushing, not a serious analysis
               | of how & why policing has reached its current state, how
               | this new system will avoid the same fate, and largely
               | avoids talking about the potential problems of this new
               | system.
        
             | minikites wrote:
             | >Providing a well-reasoned solution instead of just stating
             | what the problem is
             | 
             | I did:
             | 
             | >modern policing must be abolished and something entirely
             | different needs to take its place
        
               | dolni wrote:
               | All you did was state "this thing sucks and it needs to
               | go." Oh and by the way, it should be replaced by
               | "something."
               | 
               | That's not a well-reasoned solution. That's not a
               | solution at all. All you're doing is complaining.
               | 
               | Put your money where your mouth is, and come up with what
               | the "something" should be.
        
               | minikites wrote:
               | Okay, how about starting with a new department modeled
               | after incredibly successful programs like these?
               | 
               | https://www.npr.org/2021/03/08/974941422/6-month-
               | experiment-...
               | 
               | https://www.npr.org/2021/07/23/1019704823/police-mental-
               | heal...
        
               | dolni wrote:
               | Both articles mention specifically that police were
               | replaced _for certain calls_.
               | 
               | But that doesn't jive with your proposal to completely
               | eliminate police and replace them with something else.
               | 
               | I'm not going to engage you any further since it's become
               | clear you're either trolling or not really trying.
        
               | guerrilla wrote:
               | You have to start somewhere. They started somewhere. It
               | worked.
        
               | guerrilla wrote:
               | Abolitionists did that all last year. It should be
               | somewhat common knowledge by now for people who read
               | news.
        
               | dolni wrote:
               | So I should assume that this guy's opinion is the same as
               | everyone else's? A+ communication skills.
        
           | dragonwriter wrote:
           | > The police have resisted incremental reforms,
           | 
           | That's not really the problem. Even where the police have
           | embraced incremental reforms they've driven funding and
           | responsibility into the police, pushing them into more
           | domains for which they are inappropriate, and haven't dealt
           | with the underlying problems because those aren't peripheral
           | policy problems but fundamental structural problems of having
           | a general purpose paramilitary force as a top level local
           | government organization unto which almost all law enforcement
           | and some peripheral tasks are layered fostering an insular
           | warrior culture without any other strong focus. (Note that
           | when the US was founded--before standing paramilitary
           | domestic security forces were common enough to be a
           | particular general concern--avoiding a very similar problem
           | with military forces which inevitably would get leaned on for
           | domestic security was a major reason for skepticism of
           | standing armies in favor of relying on militia + cadre, and
           | thus for the second amendment.)
           | 
           | Which also suggests what the "something else" to replace the
           | police could be--given that abandoning professional permanent
           | law enforcement for reliance on citizen militia/posses is
           | probably not viable for modern society, one way to address
           | that problem is to have specialized law enforcement entities
           | in domain-specific agencies whose individual foci are
           | narrower, enabling each to have a cultural focus (and
           | substantive competence requirements) that are domain
           | specific.
           | 
           | And if you look at US law enforcement _beyond_ the local
           | level, that 's what a lot of it looks like already. The
           | highly centralized paramilitary law enforcement structure
           | where the top uniformed commander is a the head of a top
           | level agency of the unit of government (and possibly
           | independently elected and effectively unaccountable to the
           | civilian government officials) is unique to city/county
           | government.
        
         | zozin wrote:
         | I think you're jumping to conclusions. We don't know their
         | standard process for reclassifying alerts. Maybe an analyst
         | reviews every single alert and manual overrides are common.
         | Maybe post-processing several months later is also standard
         | practice.
         | 
         | I get how suspicious this looks, especially the changed geo-tag
         | that occurred months after, perhaps at the behest of or
         | influenced by the CPD's investigation, but we should try to be
         | as objective as possible before accusing people of committing
         | felonies.
        
           | FireBeyond wrote:
           | > We don't know their standard process for reclassifying
           | alerts.
           | 
           | and we don't because they withdrew evidence, rather than
           | allowing outside review of said processes.
        
       | zanderz wrote:
       | Related: 11 years ago or so, 3 Tesla executives died when their
       | small plane crashed in East Palo Alto, where the shotspotter
       | system recorded audio of the crash:
       | https://www.paloaltoonline.com/news/2010/02/19/shotspotter-s...
        
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