Can AI help Fresno police do their jobs? Why it could be good and why many are skeptical
Reality Check is a Fresno Bee series holding those in power to account and shining a light on their decisions. Have a tip? Email tips@fresnobee.com.
For almost a year, the Fresno Police Department has been deploying artificial intelligence to write many of their tens of thousands of police reports.
Fresno is believed to be one of the first and largest U.S. cities to deploy what's known as generative AI to write police reports informed by officers' body-worn cameras. But, while officials say AI has made the often time-consuming practice of writing police reports more efficient, the technology's use has drawn concerns from civil rights groups and defense attorneys.
Officers have been outfitted with body-worn cameras made by Axon Enterprises since 2015. Last April, the department began using Axon's First Draft program to start writing police reports.
The company and Fresno police say the program is meant to be a time saver in the more than 90,000 reports written by Fresno officers in a year. Neither police nor Axon provided proof the cameras save time.
Fresno Chief Mindy Casto said the department does not have a scientific way to calculate time saved, but has estimated a 20% savings.
Officials with Axon said departments average a savings of about 23 minutes per police report.
Casto said the department has rolled the program out slowly, only using the software on misdemeanors, excluding more sensitive crimes like domestic violence or resisting arrest.
'I think the value is only going to grow as we expand the program, but I want to be very cautious in the roll out to make sure we've mastered it before we start delving into the more serious crimes,' Casto said.
Those working outside of law enforcement say they're concerned adding AI into the mix could violate the rights of citizens and complicate holding officers accountable.
The body cameras officers turn on during calls for service immediately send the information collected to the police department's cloud — remote servers that collect large amounts of information.
Axon's software then writes a 'first draft' of the encounter into a format that fits police reports within about three to five minutes after an officer ends the recording, according to Noah Spitzer-Williams, Axon's senior principal product manager of generative AI.
The AI is not meant to do all of the work, he said. Each officer is supposed to review the report, add details and respond to prompts during the process.
'At the end of the day, the officer owns the final words of the report, but draft one is here to kind of give you a good head start,' he said. 'They make their edits, they sign off on it, and they're back out in the field.'
Some officers may even dictate details they are seeing during the call so that the AI can include them in the first draft,Spitzer-Williams said.
Axon has had a technology-testing relationship with Fresno Police Department in exchange for steep discounts. Fresno became a 'development partner' with Axon in 2017 and has access to its new technologies for 'little to no cost to the city,' according to city records.
Former Police Chief Paco Balderrama discussed the Axon partnership during the June 2024 city budget hearings.
'We're very proud of that because we have been cutting-edge as far as technology, as far as tasers, body-worn cameras, drones,' he said. 'And we've even helped developed a lot of different products, three that I can think of right now, that we are one of the very first in the world to utilize.'
He said the department gets 'about a $19 million break' compared to agencies that do not have a development partnership.
The Fresno City Council approved a five-year $18.3 million contract with Axon last year, which included about $1.3 million for the First Draft program.
Axon representatives declined to say whether Fresno is the largest city using the AI reports, citing privacy concerns.
Some other cities known to be using the technology include California towns like San Mateo, East Palo Alto and Campbell, all of which are smaller than Fresno. Other cities include Fort Collins, Colorado; and Lafayette, Louisiana.
Experts, defense attorneys and civil rights groups remain concerned about how AI reports are used and what that could mean for the civil rights of the accused.
The American Civil Liberties Union has come out against AI reports, citing the potential for warping the memories of officers, a potential for bias AI has shown and transparency, among other reasons.
The King County Prosecuting Attorney's Office in Washington was concerned enough to send a memo to police departments in September telling officers to not use AI in reports, citing the potential for errors.
Defense attorney Jeffery Hammerschmidt of Fresno said he has not seen an AI police report so far in court, but says attorneys often use AI themselves. But, as police should, attorneys must be diligent in double-checking the work.
'It can be a good tool but it can't substitute the officer's work,' he said. 'If an officer was using it as a shortcut, I'm going to find those errors and use it to my advantage to find the truth.'
As a private defense attorney, he said he reviews reports and body-worn camera footage often to find inconsistencies. That could be harder on the Fresno County Public Defender's Office.
'It's very different for the public defender's office with their caseload to thoroughly review all the camera footage,' he said.
Requests by The Bee to speak about the topic went unanswered by the Public Defender's Office.
An AI startup called JusticeText is also developing the use of AI in reviewing body-camera footage, which public defenders in places like Sacramento and Modesto have used.
Axon's program uses ChatGPT, but Axon's representatives say their version is stripped of the kind of creativity shown in the chatbot version available online.
It is not supposed to come to any conclusions, which are called 'hallucinations' when they are inaccurate. That potential for hallucinations is a concern among skeptics.
The new technology has the potential to affect civil liberties and hurt the public trust, and that requires officers to be diligent and not take shortcuts, according to Paul D. Knothe, a partner with Liebert Cassidy Whitmore in Los Angeles. The firm advises police agencies across the state.
'The computer is trained on data generated by humans, so it will reflect our biases and, in some cases, magnify the biases,' he said. 'So that's why a human check on it is critically important.'
He said many agencies would benefit from requiring police officers to save the first draft spit out by the program for comparison against the final draft submitted. That would show errors introduced by the program and, at the same time, prevent an officer who might try to blame their errant actions on the AI.
Casto, who was in an interim position until being announced as full-time chief on Feb. 13, has said she wants to improve Fresno officers' response to non-emergency calls.
'I think for any chief, (AI) is a fantastic tool, especially in a very large, busy agency,' she said. 'Here where we're just constantly under the gun on calls for service, it could be a game changer for the kind of service that we deliver.'

Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles
Yahoo
a day ago
- Yahoo
Jim Cramer Notes Axon (AXON) is a 'New High Natural'
We recently published a list of . In this article, we are going to take a look at where Axon Enterprise, Inc. (NASDAQ:AXON) stands against other stocks that Jim Cramer discusses. While discussing Axon Enterprise, Inc. (NASDAQ:AXON), Cramer said that it has a 'great software business.' 'Now, each day has its own Mosaic. We have Axon tonight, the law enforcement technology company that has so much business, they can barely handle it. It's a new high natural. By the way, they have great software business growing at more than 30%.' Axon (NASDAQ:AXON) produces TASER-branded conducted energy devices and provides a range of hardware, cloud software, and mobile tools that support public safety operations, evidence management, and real-time data integration across various industries. In a February episode of Mad Money, Cramer remarked: 'Now, biggest losers, one of them that has just been quietly going up over time, it's called Axon Enterprise. It was formerly TASER, which plunged nearly 28% over the course of three days. Now, Axon has been a fabulous winner for years. It pivoted… to police body cameras, evidence management software Those were good businesses. So why then did the stock just get completely obliterated? Weirdly, there really wasn't any bad news from the company. Instead, it was a one-two punch of downgrades from analysts at boutique research firms that failed Axon. A technician in a white coat testing an in-car system on a modern military vehicle. The stock fell another 5% on Friday when the market wide selling really got going. Now Axon reports tomorrow after the close, but clearly people wanted to ring the register going into the quarter and the bearish analysts gave them a real excuse to do so. Very different attitude from what we've seen in the past few months, huh, where momentum stocks are frankly unstoppable.' Overall, AXON ranks 15th on our list of stocks that Jim Cramer discusses. While we acknowledge the potential of AXON as an investment, our conviction lies in the belief that some AI stocks hold greater promise for delivering higher returns and have limited downside risk. If you are looking for an extremely cheap AI stock that is also a major beneficiary of Trump tariffs and onshoring, see our free report on the best short-term AI stock. READ NEXT: 20 Best AI Stocks To Buy Now and 30 Best Stocks to Buy Now According to Billionaires. Disclosure: None. This article is originally published at Insider Monkey. Error in retrieving data Sign in to access your portfolio Error in retrieving data Error in retrieving data Error in retrieving data Error in retrieving data


San Francisco Chronicle
2 days ago
- San Francisco Chronicle
S.F. police are testing AI software to generate police reports
The San Francisco Police Department is experimenting with artificial intelligence software that can extract information from body-worn camera recordings to produce first drafts of incident reports, law enforcement officials said. Police officers began testing the software, called Draft One, last month in an effort to make officers 'more efficient and saving time to get them back into the field,' a police spokesperson said in an email. As of Tuesday, 54 San Francisco officers were using the software at the department's Central and Southern stations to generate reports following citations or misdemeanor cases, officials said, with the exception of domestic violence, sexual assault and driving under the influence. As of Tuesday, 'no current report narrative drafted by Draft One involves an arrest,' the police spokesperson said. Police have long lamented the time it takes to produce reports and complete other paperwork associated with law enforcement activity, and the department's decision to test the AI software appeared to be in keeping with its broader embrace of new technologies, including drones, license plate readers and traffic cameras. Other police departments in California and the Bay Area have used the Draft One software, including San Mateo, East Palo Alto and Campbell. But civil liberties groups, including the ACLU, have raised concerns that using AI software like Draft One risked introducing errors into official police reports and reduced the amount of transparency and accountability into the criminal justice process. Draft One is made by Axon, a company that supplies police forces across the country with body-worn cameras. San Francisco police officials said that while the software is being used to transcribe recordings from body-worn cameras and produce parts of police reports, officers must still enter certain details into the report, proofread and sign off on accuracy before it can be submitted. Officers must also disclose in their reports when Draft One was utilized, officials said. Last year, police officials in Fresno reported that, anecdotally, Draft One was working as intended and saving police officers time as they wrote reports. San Francisco police officials said their pilot program with Draft One would last through August, when department leaders and the District Attorney's Office would consider broadening the department's use of the software.


CNBC
2 days ago
- CNBC
7. Flock Safety
Founders: Garrett Langley (CEO), Paige Todd, Matt Feury, Bailey QuintrellLaunched: 2017Headquarters: Atlanta, GeorgiaFunding: $957.5 million (PitchBook)Valuation: $7.5 billion (PitchBook)Key Technologies: Artificial intelligence, cloud computing, edge computing, machine learning, Internet of ThingsIndustry: Public safety, defensePrevious appearances on Disruptor 50 list: 0 Flock Safety, a police tech company from Atlanta, kicked off intense competition in the crime-fighting business this year. Flock Safety sells surveillance technology, including light-post mounted cameras, license plate reading systems, and drones, to police departments, private sector companies and communities concerned about crime. Flock Safety says its technology was used in 10% of all successful crime investigations in the country, and in the successful recovery of more than 1,000 missing persons. Recently, its system was used to help find a missing person with dementia in Indianola, Iowa, after an alert from a license plate camera. In another success story, Flock helped track down an armed man in New Mexico, who was wanted on suspicion of a shooting in Oklahoma. Flock has a new coffer to help its growth: It recently announced a $275 million round and 2024 revenue of $300 million, a 70% year-over-year increase. With investors including Tiger Global, a16z, and Matrix Partners, Flock Safety's scale and growth position it for an IPO within the next few years. In October 2024, Flock Safety acquired Aerodome, a pioneer in DFR technology for aerial surveillance; it plans to build a 100,000 square foot drone manufacturing facility in Atlanta. It is not just police departments using the technology. Flock Safety says it now works with seven of the 10 largest shopping malls in the U.S., and 10 out of 40 of the largest U.S. health-care providers. It continues to add customers from the public sector, last year bringing on major U.S. cities and state agencies as new customers, including Hempstead, NY, San Francisco, CA; Austin, TX; and the California Highway Patrol. The established player in its industry is Axon, a publicly held company founded in 1993. With annual revenue over $2 billion and America's highest-paid CEO, according to a recent Wall Street Journal analysis, Axon is known for its Taser technology. But Axon is now following Flock Safety's lead, recently announcing that it is adding light post-hung video surveillance cameras and drones. It also announced a new collaboration with Amazon's camera company Ring. The competition may come down to which company – others compete in the space as well, including Verkada, a Silicon Valley startup with a valuation of $4.5 billion, according to PitchBook – can spread the widest and easiest-to-use surveillance net that integrates information across public and private sectors and across America's fractured municipal police system.