Skip to main content

Police forces are adopting a new algorithm to predict police misconduct

Police departments across the country are adopting a new algorithm that claims to predict police misconduct.

Created by scientists from the White House’s Police Data Initiative, the sophisticated system can foresee hostile interactions between the police and civilians. The new algorithm offers preventive measures to combat everything from impolite traffic stops to fatal shootings, reports FiveThirtyEight.

Recommended Videos

The system has already been tested to glowing results in a pilot phase by the Charlotte-Mecklenburg Police Department. Now, the Los Angeles County Sheriff and the Knoxville Police have also signed on to use the data in order to develop their own systems, with several other agencies also conveying their interest.

In order to create the early warning system, researchers from the University of Chicago examined over a decade’s worth of data supplied by the Charlotte police regarding its official activities. The team found that the best predictor of hostile interactions was an officer’s background in the force. Cops with a history of antagonistic behavior in a given year were most likely to see that pattern of behavior continue in the following year.

The researchers claim that their system has not been created to simply identify and intimidate police officers. Given the risk of upsetting a police force or invading an officer’s privacy, the algorithm could end up facing its fair share of detractors. The Police Data Initiative team assures the authorities that their methodology seeks to prevent misconduct rather than seek retribution.

Aside from determining the future, an officer’s past also turned out to be the key to unlocking any psychological damage inflicted upon him or her. For example, cops that had dealt with stressful incidents (including domestic violence and suicide cases) had an increased likelihood of participating in separate hostile interactions on the same day.

During the test phase, the new algorithm ended up flagging fewer officers than the prior system that was in place at the Charlotte police — by half. Yet it still managed to correctly detect more of the cops that would be involved in adverse interactions in the following year.

Many police departments already use existing early warning systems (including Miami, Minneapolis, and New Orleans). Additionally, the NYPD’s COMSTAT accountability management system has been adopted by law enforcement agencies both in the U.S. and abroad.

Saqib Shah
Former Digital Trends Contributor
Saqib Shah is a Twitter addict and film fan with an obsessive interest in pop culture trends. In his spare time he can be…
Cadillac offers first glimpse of upcoming Optiq-V performance EV
cadillac optiq v teaser ev

Cadillac has released the first official teaser images of the 2026 Optiq-V, offering a preview of the brand’s second all-electric model to join the performance-focused V-Series lineup. The images, which highlight subtle styling upgrades, mark the first confirmation of the new variant ahead of its full reveal later this year.
The Optiq-V builds on the foundation of the standard Optiq, Cadillac’s compact electric SUV introduced for the 2025 model year. According to the automaker, this V-Series version will feature a more dynamic driving experience, with enhancements to steering, suspension, and overall agility. While technical details remain limited, Cadillac’s press release emphasizes that the Optiq-V was engineered for “precision” and an “exhilarating” feel behind the wheel.
Reports from CarScoops suggest the Optiq-V could produce up to 515 horsepower through a dual-motor all-wheel-drive system, significantly surpassing the 300 horsepower of the base model. Teaser images reveal a diamond-pattern mesh grille, V-Series badging, and a rear spoiler — all nods to its performance orientation. Photos also hint at additional visual updates, such as redesigned bumpers, 21-inch wheels, and larger brakes.
The base Optiq, reviewed recently by Digital Trends, is positioned as Cadillac’s entry-level EV and shares its underpinnings with the Chevrolet Equinox EV. Despite that connection, the Optiq features premium materials, a curved 33-inch display, Google built-in tech, and standard dual-motor all-wheel drive. While the review noted some drawbacks in steering feel and performance tuning, it praised the vehicle's cabin quality and overall comfort.
The Optiq-V is expected to retain the standard model’s 85-kWh battery and roughly 300-mile range, though final figures have yet to be announced. Cadillac says more details on specs and pricing will be available closer to the model’s official launch.
With the addition of the Optiq-V, Cadillac continues expanding its electric lineup while reinforcing its V-Series as a key part of its identity — now in the EV era.

Read more
Nissan delays price increases until June amid U.S. tariffs
nissan rogue hybrid 2025 2024

Nissan buyers, take note: if you're eyeing a new ride, you might want to make your move before summer. The automaker has announced it won’t raise prices on imported vehicles until at least June 2, giving car shoppers a brief reprieve from the impact of the new 25% U.S. import tariffs.
According to a memo sent to U.S. dealers and reported by Automotive News, Nissan is able to hold prices steady thanks to a stockpile of tariff-free vehicles—enough to last nearly three months. But once that inventory runs dry? Prices are likely heading north. Nissan’s U.S. sales chief Vinay Shahani assured dealers that the company is working to "minimize the impact" of tariffs on customers, but he was also frank: “There will be an impact.”
To soften the blow, Nissan is ramping up production at its U.S. plants in Smyrna, Tennessee, and Canton, Mississippi. Those factories were only running at about half capacity last year, so there’s plenty of room to grow. The Rogue—Nissan’s best-seller—will get a second shift on its assembly line, increasing production by about 60,000 vehicles. Other models like the Pathfinder, Frontier, and Murano will also see higher domestic output.
The goal? Build more cars stateside and dodge the tariff altogether.
Nissan’s move puts it in line with other automakers holding the line on prices—at least for now. Hyundai, Toyota, and Honda have made similar pledges, while rivals like Ford and Stellantis are rolling out temporary discounts to ease the pain.
As Digital Trends noted, Nissan’s decision comes as it rethinks its production and pricing strategy in the face of shifting trade policies and a nervous market. With high-volume imports like the Sentra and Ariya still coming from Mexico and Japan, this pricing grace period might not last long.

Read more
Buick, Audi, and Nissan score top marks in latest IIHS safety ratings
2025 Audi Q6 e-tron front quarter view.

The Insurance Institute for Highway Safety (IIHS) has added four more vehicles to its coveted 2025 Top Safety Pick and Top Safety Pick+ lists. If you appreciate knowing your vehicle is built with safety in mind, this update is worth noting.

Among the standout performers: the Audi Q6 e-tron, Buick Enclave, and Nissan Armada—each earning the institute’s highest honor, the Top Safety Pick+ award. The GMC Acadia also made the grade, picking up a Top Safety Pick award. For Buick and GMC, these honors mark a significant return to form, as neither brand had received IIHS awards in several years. In fact, it’s the first time since 2013 that the Enclave has been recognized.
So, how does IIHS hand out these awards? Picture a battery of tests that simulate real-world crashes—everything from small overlap front impacts to updated side crashes. To make the list, vehicles must ace (i.e., earn a “good” rating in) key crashworthiness tests, show competence in pedestrian crash prevention, and offer headlights that don’t blind oncoming drivers. For the higher-tier Top Safety Pick+, there's an extra hurdle: a “good” rating in the updated moderate front overlap test, which now factors in rear-seat passenger protection.
Improvements to the Enclave and Acadia’s headlights, introduced after January 2025, helped push them over the finish line. Unfortunately, not all models in this testing round were so lucky. The Cadillac Lyriq, Audi Q6 Sportback e-tron, Kia K4, and several Nissan models—including the Kicks, Rogue, and Sentra—fell short. Common issues? Poor headlight performance or incomplete testing.
The IIHS notes that these evaluations are ongoing. Not every vehicle released for 2025 has been fully assessed, and late-year updates can still improve a model’s score. For the full list of safety awards, you can check out the IIHS website.

Read more