Scientists are looking for a way to predict crime using, you guessed it, artificial intelligence.
There are loads of studies that show using AI to predictcrime resultsin consistentlyracist outcomes. For instance, one AI crime prediction model that the Chicago Police Department tried out in 2016tried to get rid of its racist biases but had the opposite effect. It used a model to predict who might be most at risk of being involved in a shooting, but 56% of 20-29 year old Black men in the city appeared on the list.
Despite it all, scientists are still trying to use the tool to find out when, and where, crime might occur. And this time, they say it's different.
Researchers at the University of Chicago used an AI model to analyze historical crime datafrom 2014 to 2016 as a way to predict crime levels for the following weeks in the city. The model predicted the likelihood of crimes across the city a week in advance with nearly 90 percent accuracy; it had a similar level of success in seven other major U.S. cities.
This study, which was published in Nature Human Behavior, not only attempted to predict crime, but also allowed the researchers to look at the response to crime patterns.
Co-author and professor James Evans told Science Dailythat the research allows them "to ask novel questions, and lets us evaluate police action in new ways." Ishanu Chattopadhyay, an assistant professor at the University of Chicago, told Insiderthat their model found that crimes in higher-income neighborhoods resulted in more arrests than crimes in lower-income neighborhoods do, suggesting some bias in police responses to crime.
"Such predictions enable us to study perturbations of crime patterns that suggest that the response to increased crime is biased by neighborhood socio-economic status, draining policy resources from socio-economically disadvantaged areas, as demonstrated in eight major U.S. cities," according to the report.
Chattopadhyay told Science Dailythat the research found that when "you stress the system, it requires more resources to arrest more people in response to crime in a wealthy area and draws police resources away from lower socioeconomic status areas."
Chattopadhyay also told the New Scientistthat, while the data used by his model might also be biased, the researchers have worked to reduce that effect by not identifying suspects, and, instead, only identifying sites of crime.
But there's still some concern about racism within this AI research. Lawrence Sherman from the Cambridge Center for Evidence-Based Policing told the New Scientistthat because of the way crimes are recorded — either because people call the police or because the police go looking for crimes — the whole system of data is susceptible to bias. "It could be reflecting intentional discrimination by police in certain areas,” he told the news outlet.
All the while, Chattopadhyay told Insider he hopes the AI's predictions will be used to inform policy, not directly to inform police.
"Ideally, if you can predict or pre-empt crime, the only response is not to send more officers or flood a particular community with law enforcement," Chattopadhyay told the news outlet. "If you could preempt crime, there are a host of other things that we could do to prevent such things from actually happening so no one goes to jail, and helps communities as a whole."
文章
65
浏览
7
获赞
4
Dark Sky mercifully gives Android users 1 more month until shutdown
Dark Sky has been sold to Apple, there's no changing that.However, Android users of the service willThe moon literally just blocked the sun on Twitter
In case you don't know by now, America is currently experiencing a total solar eclipse, and the inteEven more historic NASA flight footage is up on YouTube
NASA's Armstrong Flight Research Center in California has a trove of old flight footage -- like 1940Samsung Galaxy Z Fold 6 and Z Flip 6 leak reveals full specs
Samsung's upcoming Z Fold 6 and Z Flip 6 are likely to be officially unveiled on July 10, during SamHarry and Meghan share a new pic of baby Archie for Mother's Day
Baby feet: a great way to celebrate Mother's Day.The Duke and Duchess of Sussex posted a new photo oSamsung Galaxy Watch Ultra hands
The Samsung Galaxy Watch Ultra is one titillating timepiece, swooping in to potentially knock the ApEarbuds deal: Get up to 36% off earbuds at Amazon
GET UP TO 36% OFF: Upgrade Dad's listening experience with top-rated earbuds from Sony, JBL, and GooYour iPhone has new stickers to celebrate WWDC 2024: How to access them
Apple's annual developer conference, WWDC 2024, is just around the corner, with the highly anticipatLenovo Flex 5G laptop now available through Verizon
5G isn't just for phones. Starting this week, you can buy a real, actual laptop that connects to theBest Amazon deal: Grab the Kindle Scribe essentials bundle for 38% off
SAVE $168: The Kindle Scribe Essentials Bundle (16GB, Basic Pen) is on sale for $271.97 at Amazon, dWhy Upgrading a Gaming PC Right Now is Almost Pointless
Earlier in the week, we were discussing why building a new gaming PC right now isn't a bad idea, as5 most useful features of iOS 18 public beta — and how to use them
The iOS 18 public beta is finally here, giving beta testers a chance to try out new iPhone featuresThese coronavirus trackers can help you sort through the info overload
If you're like me, the daily barrage of information about the progress of the coronavirus pandemic cApple is in breach of EU's DMA, faces a humongous fine
Apple is in breach of the European Union's Digital Markets Act (DMA), the European Commission has deSamsung Galaxy Z Flip 6 unveiled at Unpacked July 2024: New camera, better battery
Samsung makes new foldables every year, but it can't reinvent the wheel on an annual basis.The best