Hours after a shooting on Memorial Drive shook the Boston area, Cambridge City Council took up a previously scheduled vote on whether the Cambridge Police Department (CPD) should continue using ShotSpotter, a technology that identifies gunshots.
Councillor Ayah Al-Zubi introduced a policy order to direct the city managerโs office, and in turn, CPD, to stop using the program within 90 days. The order came out of a public safety committee meeting on April 29; Al-Zubi chairs that committee. At Mondayโs meeting, more than a dozen advocates spoke in favor of the measure. In her remarks, Al-Zubi said โthe question becomes not who does ShotSpotter share data with, but who can ShotSpotter share data with.โ
But an impassioned speech by Councillor E. Denise Simmons was followed by Vice Mayor Burhan Azeemโs exercise of his charter right to move the item off the agenda, closing further debate until next weekโs meeting.
Concerns in committee
ShotSpotter, a service provided by Fremont, Calif.-based SoundThinking, uses a network of microphones to detect and alert local police when explosive sounds over 120 decibels are recorded. The company claims more than 180 cities use its service.
The city began using the technology in 2014. Concerns about the security and accuracy of the data that ShotSpotter collects have caused councillors to reconsider its use. ShotSpotterโs microphones pick up more than just the sound of gunshots and are continuously recording. At Aprilโs public safety committee hearing, John Boyle, CPD Deputy Superintendent, compared it to a home smoke detector. โItโs on, itโs running,โ Boyle said.

CPD receives recordings from one second before a shot was fired to one second after, Boyle said, noting that data is overwritten every 30 hours. But Spencer Piston, a Boston University political science professor, said in other cities, prosecutors have used conversations recorded and provided to them by ShotSpotter as evidence in cases.
โThe reason we know that conversations are always being recorded is because theyโve been introduced in court,โ Piston said. โNot just conversations after a shot and before another shot, but conversations that were before any gunshots that were happening.โ He said ShotSpotterโs recording system might violate Massachusettsโs anti-wiretapping statute.
The cityโs Surveillance Technology Ordinance gives City Council the power to revoke its approval of policing technology like ShotSpotter. During the April meeting, councillors raised concerns that data picked up by ShotSpotter microphones could be sold or shared โ especially to federal immigration enforcement.
Cambridgeโs ShotSpotter program is funded through FEMA, which is a part of the Department of Homeland Security (DHS), through its Urban Area Security Initiative. Immigration and Customs Enforcement (ICE) is also part of DHS. ShotSpotterโs contract is technically with the city of Bostonโs Department of Emergency Management.
โI am worried about who owns the information, who they share that with and what they do with that information, especially in the climate that weโre in right now,โ said Councillor Marc McGovern during the committee meeting.
Acting Police Commissioner Pauline Wells tried to assuage councillor concerns, saying โthere have been no incidents where immigration and customs enforcement has requested any ShotSpotter data from CPD or SoundThinking. We will not, do not, and have not shared any information with ICE.โ
However, City Solicitor Megan Bayer noted that the City of Cambridge only licenses the data collected by ShotSpotter microphones โ SoundThinking owns it.
That limits what Cambridge can control. โThereโs no opportunity for the city of Cambridge, whether thatโs an individual resident or the city government or even the police, to object to SoundThinking doing anything with data thatโs recorded in our city,โ said Mason Kortz, an attorney with the Harvard Cyberlaw Clinic who has been representing The Black Response, an advocacy organization that is a member of the Stop ShotSpotter Camberville Coalition.
There are also questions about ShotSpotterโs efficacy. According to CPDโs presentation at the hearing, 35 percent of ShotSpotter activations have been confirmed cases of gunfire, giving the system a false positive rate of 65 percent. That would be an improvement over 2019, when a Harvard Crimson article noted the false positive rate was about 82 percent, a statistic cited by several public commenters at Mondayโs City Council meeting. A 2024 analysis done by New York Cityโs comptroller and a 2023 investigation by the Houston Chronicle each found false positive rates above 80 percent in their respective cities. Also, police departments in cities like Chicago and Dayton have declined to renew their contracts.
However, Cambridge police officials at the committee hearing said ShotSpotter has been useful, saying that since 2015 ShotSpotter has recorded 11 instances where a gun was discharged and no 911 call was made.
โOfficers receive shot spotter alerts directly on their phones and cruiser computers, which has led to faster responses and prompt medical assistance when seconds can make the difference,โ Wells said.
Inequitable sensing?
An analysis of a leaked national ShotSpotter dataset by Wired magazine showed that people of color are also much more likely to live near a ShotSpottor sensor. According to an analysis done by The Black Response, as of early 2024, all of Cambridgeโs ShotSpotter microphones are east of Harvard Square. Shootings in neighborhoods with a higher concentration of black residents like the Port were more likely to get picked up by ShotSpotter microphones, while shootings in areas like Neighborhood Nine did not get picked up by ShotSpotter mics. ShotSpotter was not activated during Mondayโs incident, according to police spokesperson Sgt. Robert Reardon, who said that section of Memorial Drive lies outside of the systemโs radius.
During public comment at Mondayโs city council meeting, more than a dozen speakers called on the city to stop using ShotSpotter.
โOur sanctuary city status is pretty much meaningless if we have a surveillance system that is constantly monitoring Black and Brown communities,โ said Cambridge resident Ben Amado.
โIt makes Cambridge a more oppressive place to live for all of us, but particularly for its Black and Brown residents who are already targeted by racism in so many other aspects of their lives,โ said resident Lois Markham. โIs this what we want the city to whom we pay taxes to be doing? I donโt.โ
Many speakers represented advocacy groups, including the American Civil Liberties Union, Democratic Socialists of America, Digital Fourth (a local organization against government surveillance), and The Black Response (which promotes alternatives to police in Cambridge).
โShotSpotter cannot be determined to have any effect on gun violence whatsoever,โ said Alex Marthews, co-chair of Digital Fourth. โWe can address gun violence in many ways โฆ but this particular technological solution does not work.โ
Simmons raises questions
When it came time for councillors to discuss the policy order, Simmons, whose son Anthony was killed in a 1995 Brockton shooting, said some of the public comments did not represent how many people in predominantly Black neighborhoods in Cambridge feel about ShotSpotter.
โI want to be vested in the people that Iโve been sent here to serve. The people that look like me, that you may or may not have talked to, that I think deserve to be heard, even if they are different from what your perspective is,โ she said. โIโm not a ShotSpotter enthusiast, I just feel that the process is exclusive, that it infantilizes a group of people.โ
Simmons said she was considering supporting the policy order but in speaking to her neighbors changed her mind. Some of her Riverside neighbors had never heard of ShotSpotter, she said, and in the past, when shootings have occurred, residents have requested the installation of security cameras.
She also said that during the meeting a โsense of performative [allyship] and saviorism of marginalized people,โ had also rung out.
โHave you had your son shot down in the street? I have,โ she said. โI wouldnโt exercise the charter right, because I couldnโt sit through another evening of this.โ
But Azeem then invoked his charter right to move discussion onto the next meetingโs agenda.
โI think emotions are running a little high, so I just want to give us a week to lower the temperature and reflect,โ he said. โI think weโll have a really good discussion about this next week.โ


