Chicago Audit Finds ShotSpotter Alerts Rarely Lead to Evidence of Gun Crimes
The report followed media investigations into ShotSpotter's reliability and activist pressure on Chicago to cut its contract with ShotSpotter.

An audit of Chicago's contract with ShotSpotter, a company that claims its sound sensors can pinpoint the location of gunshots, found that ShotSpotter alerts rarely lead to valuable police leads or evidence of gun crimes.
The Chicago Office of Inspector General released a report today concluding that it did not find evidence that ShotSpotter technology was an effective tool for generating evidence of gun crimes. The report comes on the heels of several media investigations that have raised serious questions about ShotSpotter's accuracy and the integrity of its data. Meanwhile, Chicago city officials recently chose to extend the company's three-year, $33 million contract to 2023.
The inspector general's report examined Chicago Police Department (CPD) data related to ShotSpotter alerts, which are generated when the company identifies a probable gunshot with its network of microphones. In Chicago, the largest of roughly 100 cities where ShotSpotter is deployed, the sensor network covers 117 square miles.
The report found that, of roughly 50,000 such alerts that generated police activity between January 1, 2020 and May 31, 2021, only 4,500 resulted in police finding evidence of a gun-related criminal offense.
The report also finds that ShotSpotter data may change the way CPD members perceive and interact with people in neighborhoods where ShotSpotter alerts are frequent. "At least some officers, at least some of the time, are relying on ShotSpotter results in the aggregate to provide an additional rationale to initiate stop or to conduct a pat down once a stop has been initiated," the report concluded.
"Our study of ShotSpotter data is not about technological accuracy, it's about operational value," Deputy Inspector General for Public Safety Deborah Witzburg said in a press release. "If the Department is to continue to invest in technology which sends CPD members into potentially dangerous situations with little information—and about which there are important community concerns—it should be able to demonstrate the benefit of its use in combatting violent crime. The data we analyzed plainly doesn't do that."
The inspector general's findings track with a study released this spring by the MacArthur Justice Center at Northwestern's Pritzker School of Law. That study found that 89 percent of the time ShotSpotter issued an alert, CPD was dispatched to find no evidence of a shooting.
Activists in Chicago have been calling on city officials to drop its contract with ShotSpotter, following the police shooting of 13-year-old Adam Toledo in March.
The Associated Press reported last week on the case of Michael Williams, a Chicago man who was jailed for 11 months, accused of murder based on ShotSpotter data. However, the A.P. found that the alleged gunshot was originally identified by Shotspotter's algorithms as a firecracker before an employee changed it to a gunshot. The location of the noise was also shifted more than a mile away from where it was originally sourced. The case against Williams was ultimately dismissed by a judge for lack of evidence.
"The company's methods for identifying gunshots aren't always guided solely by the technology," the A.P. reported. "ShotSpotter employees can, and often do, change the source of sounds picked up by its sensors after listening to audio recordings, introducing the possibility of human bias into the gunshot detection algorithm. Employees can and do modify the location or number of shots fired at the request of police, according to court records. And in the past, city dispatchers or police themselves could also make some of these changes."
Vice also reported on the ShotSpotter system last month, and reported that a review of court filings "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."
ShotSpotter has steadfastly denied that its system is unreliable or that it manipulates data.
"First, ShotSpotter forensic evidence is 100 percent reliable and based entirely on the facts and science," the company said in a response to Vice's story. "ShotSpotter has never altered the information in a court-admissible detailed forensic report based on fitting a police narrative."
CPD has also continued to defend the ShotSpotter system.
"In order to reduce gun violence, knowing where it occurs is crucial. ShotSpotter has detected hundreds of shootings that would have otherwise gone unreported," Tom Ahern, a CPD spokesperson, said in a statement after the OIG report's release. "ShotSpotter is among a host of tools used by CPD to keep the public safe and ultimately save lives. Using ShotSpotter, CPD receives real-time alerts of detected gunfire enabling patrol officers to arrive at a precise location of a shooting event quickly. Instead of relying on the historically low rate of 911 calls, law enforcement can respond more quickly to locate and aid victims, identify witnesses and collect forensic evidence."
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Chicago has more shootings per week than a typical war zone. It's odd that voters there don't hold their elected leaders accountable. Must be something systemic.
In many elections incumbents run unopposed, so voters don't have a choice
In many others, you get the choice between one or two Democratic candidates directly traceable to The Democratic Machine and three or four machine-adjacent Democrat.
Joe Biden, Elizabeth Warren, or AOC? Both sides!
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>>Chicago city officials recently chose to extend the company's three-year, $33 million contract
they're all on the Board lol.
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"Activists in Chicago have been calling on city officials to drop its contract with ShotSpotter, following the police shooting of 13-year-old Adam Toledo in March."
That kid had a gun, and was out after midnight with a 20-something idiot who had been firing it before dumping it on the kid.
https://www.youtube.com/watch?v=a7a9JzHCjNk
"ShotSpotter Alerts Rarely Lead to Evidence of Gun Crimes"
Tough to zero in when 25 people are shooting at the same time.
The proof of concept I saw, way back when, was for 2D location on a relatively open battlefield. The idea that it could be the least bit useful in a 3D cityscape of echoing, solid concrete in the background of all the other activity, even without other shots, is a bit laughable. Unless you're Bruce Wayne and hack everyone's cellphone.
It worked in the lab... just like masks.
I've been assured here that big tech is infallible, and we should not question the motivations of private companies.
End of line.
RIP - Charlie Watts.
It was only rock and roll, but he liked it.
he's a flea-bit peanut monkey, all his friends are junkies.
Monkey Man has one of the greatest intros.
top three and I have to think of the other two
Can't You Hear Me Knocking, and maybe Sympathy for the Devil.
definitely Knocking. my ex-wife hated Sympathy she called it the whoo-whoo song. she couldn't ride a bike though and hated grass, so what does she know?
Brown Sugar - Because even the Stones couldn't release that song today.
no kidding. I also love Waiting On a Friend and Hang Fire. guess Tattoo You was influential lol
SFTD was one of my faves.
I rode a tank wore a general's rank
When the blitzkrieg rains
And the bodies stank......
.....I shout it out who killed the kennedys
Well, after all, it was you and me.
So if you meet me have some sympathy
Have some courtesy and some taste
Give all you well earned polity
or I'll lay your soul to waste
If you can find a copy of the Bridges To Babylon Live DVD, there's a great version of SFTD on it.
It was only rock and roll, but he liked it.
I know.
Keef stated Charlie was the Stones. He made them what they are.
RIP Charlie.....you and Dusty gonna make some back beat up there.
If you start me up
If you start me up
I'll never stop.....
I don't know if it's true or just an urban legend, but there's a story about Mick telling Charlie that he was his drummer, followed by Charlie decking him and saying "I'm not your drummer, You're my singer".
Weird, I was just thinking about this the other day; how hard and inaccurate the technology would be to perfect. With buildings echoing, dumpsters slamming, and "shots" that didn't hit anything and nobody saw. Then I remembered that Chicago's crime rate is at record levels and realized it's probably even harder to perfect than I think.
I remember when this thing came out in the news, all I did was snort and move on to the next bullshit story.
Shot Spotter as evidence seems ludicrous. Shot Spotter as dispatch tool may have merit.
Based on the crime statistics we see out of Chicago, it's not working for that, either.
They could try saturating trouble spots with patrols...
Sounds racist.
The version the military used in the early-ish 2000s was shit, They got rooked, and my guess is that the company is continuing to bilk agencies with a crap product.
Shot Spotter as dispatch tool may have merit.
For police, not really. Even if the system doesn't mistake the crack of a baseball bat for a gunshot and even is accurate enough to direct you to 1060 W. Addison, 36" above home plate, unless you're in the stands when it happens, the shooter isn't going to be there.
Considering they tend to remain at the scene, the real metric would be the number of GSW victims who were saved because the police/EMTs didn't have to go door to door or knew which specific alleyway to go down.
With a 10% accuracy that leads to an arrest, on first glance, it's far more accurate than burglar alarms. On second thought, the CPD could possibly just be arresting people randomly or there are so many gun crimes that you can't throw a baseball without hitting one.
"Meanwhile, Chicago city officials recently chose to extend the company's three-year, $33 million contract to 2023."
Well it's clearly working well for somebody.
"First, ShotSpotter forensic evidence is 100 percent reliable and based entirely on the facts and science," the company said in a response to Vice's story."
If all else fails blame those damned science deniers.
50,000 alerts in 17 months (1/1/2020-5/31/2021) "only" resulted in 4,500 'actionable' reports of gunshots being fired.
"Only" 4,500?
Curious, how many of those 4,500 valid reports of shots fired were called to police? All of them or just a fraction.
This seems useful to dispatch officers, but dubious at best as evidence in court.
So less than 10% results.
33 million dollars.
Time for an enterprising "reporter" to follow the money.
And, oh by the way, 50,000 alerts in just over 500 days?
1,000 per day? Just over 40 per hour?
Damn, I guess gun control doesn't work.
This is what I was thinking. 1 in 10 accuracy is pretty good for a dispatch tool that's fully automated for a major crime. 1 in 10 a horrible violation of rights for evidence a individual committed a crime. This tools place seems very clearly to be only to dispatch a unit to the area and see if someone's bleeding out or being robbed. It appears that Chicago has misused the tool.
You might mention that Adam Toledo actually had a gun that had been recently fired by a fellow gang member
So in that case, it 100% did its job.
You might argue that people should have the right to shoot guns in downtown Chicago
the alleged gunshot was originally identified by Shotspotter's algorithms as a firecracker before an employee changed it to a gunshot. The location of the noise was also shifted more than a mile away from where it was originally sourced.
Well, the passive voice was still *partially* applied.
That whole story is just baffling nonsense. A firecracker was changed to a gunshot and moved a mile away. Did police show up and arrest the guy who really set off a firecracker a mile away or did they just show up and arrest someone and the 'firecracker' is completely spurious?
Just go to: Hey Jackass/ http://heyjackass.com/
Sounds like Shot Spotter employees are "massaging the data". Where have we heard that term before?
Maybe from the CDC? just asking.
The Hockey Stick graph from Global Warming. I do computer modeling for a living and if I ever got caught "massaging the data", I'd be fired.
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