Beautiful Virgin Islands

Saturday, Feb 21, 2026

UK Police officers raise concerns about 'biased' AI data

UK Police officers raise concerns about 'biased' AI data

Police officers have raised concerns about using "biased" artificial-intelligence tools, a report commissioned by one of the UK government's advisory bodies reveals. The study warns such software may "amplify" prejudices, meaning some groups could become more likely to be stopped in the street and searched.

It says officers also worry they could become over-reliant on automation.

And it says clearer guidelines are needed for facial recognition's use.

"The police are concerned that the lack of clear guidance could lead to uncertainty over acceptable uses of this technology," the Royal United Services Institute (Rusi)'s Alexander Babuta told BBC News.

"And given the lack of any government policy for police use of data analytics, it means that police forces are going to be reluctant to innovate.

"That means any potential benefits of these technologies may be lost because police forces' risk aversion may lead them not to try to develop or implement these tools for fear of legal repercussions."

Rusi interviewed about 50 experts for its study, including senior police officers in England and Wales - who were not named - as well as legal experts, academics and government officials.

The work was commissioned by the Centre for Data Ethics and Innovation, which plans to draw up a code of practice covering the police's use of data analytics next year.


'Self-fulfilling prophecy'


One of the key concerns expressed was about using existing police records to train machine-learning tools, since these might be skewed by the arresting officers' own prejudices.

"Young black men are more likely to be stopped and searched than young white men, and that's purely down to human bias," said one officer.

"That human bias is then introduced into the datasets and bias is then generated in the outcomes of the application of those datasets."

An added factor, the report said, was people from disadvantaged backgrounds were more likely to use public services frequently. And this would generate more data about them, which in turn could make them more likely to be flagged as a risk.

Matters could worsen over time, another officer said, when software was used to predict future crime hotspots.

"We pile loads of resources into a certain area and it becomes a self-fulfilling prophecy, purely because there's more policing going into that area, not necessarily because of discrimination on the part of officers," the interviewee said.

There was disagreement, however, on how much scope should be given to officers wanting to ignore predictive software's recommendations.

"Officers often disagree with the algorithm," said one.

"I'd expect and welcome that challenge. The point where you don't get that challenge, that's when people are putting that professional judgement aside."

But another officer worried about others being too willing to ignore an app's recommendations, adding: "Professional judgement might just be another word for bias."


'Patchwork quilt'


Mr Babuta said this problem could be addressed.

"There are ways that you can scan and analyse the data for bias and then eliminate it," he told BBC News.

"[And] there are police forces that are exploring the opportunities of these new types of data analytics for actually eliminating bias in their own data sets."

But he added that "we need clearer processes to ensure that those safeguards are applied consistently".

In the meantime, one officer described the current landscape as being like "a patchwork quilt - uncoordinated and delivered to different settings and for different outcomes".

The National Police Chiefs' Council has responded saying UK police always seek to strike a balance between keeping people safe and protecting their rights.

"For many years police forces have looked to be innovative in their use of technology to protect the public and prevent harm and we continue to explore new approaches to achieve these aims," Assistant Chief Constable Jonathan Drake said.

"But our values mean we police by consent, so anytime we use new technology we consult with interested parties to ensure any new tactics are fair, ethical and producing the best results for the public."

Newsletter

Related Articles

Beautiful Virgin Islands
0:00
0:00
Close
Early 2026 Data Suggests Tentative Recovery for UK Businesses and Households
UK Introduces Digital-First Passport Rules for Dual Citizens in Border Control Overhaul
Unable to Access Live Financial Data for January UK Surplus Report
UK ‘Working Closely with US’ to Assess Impact of Supreme Court Tariff Ruling
Trump Criticises UK Decision to Restrict Use of Bases in Potential Iran Strike Scenario
UK Foreign Secretary and U.S. State Chief Hold Strategic Talks as Tensions Rise Over Joint Air Base
King Charles III Opens London Fashion Week as Royal Family Faces Fresh Scrutiny
Trump’s Evolving Stance on UK Chagos Islands Deal Draws Renewed Scrutiny
House Democrat Says Former UK Ambassador Unable to Testify in Congressional Epstein Inquiry
No Record of Prince Andrew Arrest in UK as Claims Circulate Online
UK Has Not Granted US Approval to Launch Iran Strikes from RAF Bases, Government Confirms
UK Intensifies Efforts to Secure Saudi Investment in Next-Generation Fighter Jet Programme
Former Student Files Civil Claim Against UK Authorities After Rape Charges Against Peers Are Dropped
Archer Aviation Chooses Bristol for New UK Engineering Hub to Drive Electric Air Taxi Expansion
UK Sees Surge in Medical Device Testing as Government Pushes Global Competitiveness
UK Competition Watchdog Flags Concerns Over Proposed Getty Images–Shutterstock Merger
Trump Reasserts Opposition to UK Chagos Islands Proposal, Urges Stronger Strategic Alignment
Greek Prime Minister Kyriakos Mitsotakis advocates for a ban on minors using social media.
Liberal Senator Michaelia Cash Accuses Prime Minister of Lying to Australians
Meanwhile in Time Square, NYC One of the most famous landmarks
Jensen Huang just told the story of how Elon Musk became NVIDIA’s very first customer for their powerful AI supercomputer
A Lunar New Year event in Taiwan briefly came to a halt after a temple official standing beside President Lai Ching‑te suddenly vomited, splashing Lai’s clothing
Jillian Michaels reveals Bill Gates’ $55 million investment in mRNA vaccines turned into over $1 billion.
Ex-Prince Andrew Mountbatten-Windsor's arrested
Former British Prince Andrew Arrested on Suspicion of Misconduct in Public Office
Four Chagos Islanders Establish Permanent Settlement on Atoll
Unitree Robotics founder Wang Xingxing showcases future robot deployment during Spring Festival Gala.
UK Inflation Slows Sharply in January, Strengthening Case for Bank of England Rate Cut
Hide the truth, fake the facts, pretend the opposite, Britain is as usual
UK Inflation Falls to Ten-Month Low, Markets Anticipate Interest Rate Cut
UK House Prices Climb 2.4% in December as Market Shows Signs of Stabilisation
BAE Systems Predicts Sustained Expansion as Defence Orders Reach Record High
Pro-Palestine Activists Cleared of Burglary Charges Over Break-In at UK Israeli Arms Facility
Former Reform UK Councillors Form New Local Group Amid Party Fragmentation
Reform UK Pledges to Retain Britain’s Budget Watchdog as It Seeks Broader Economic Credibility
Miliband Defends UK-California Clean Energy Pact After Sharp Criticism by Trump
University of Kentucky to Host 2026 Summer Camps Fair Connecting Families with Local Programmes
UK Police Forces Assess Claims Jeffrey Epstein Used Stansted Airport Flights in Trafficking Network
UK-Focused Equity ETF FLGB Climbs to Fresh 52-Week Peak on Strong Market Sentiment
Trump Warns UK’s Chagos Islands Agreement Is a “Big Mistake” Amid Strategic Security Debate
Trump Urges UK to Retain Sovereignty Over Diego Garcia Amid Strategic Concerns
Italian Police Arrest Man After Alleged Attempt to Abduct Toddler at Bergamo Supermarket, Child Hospitalised With Fractured Femur
Reform UK Appoints Former Conservative Minister Robert Jenrick as Finance Chief
UK Unemployment Rises to Highest in Nearly Five Years as Labour Market Weakens
Rupert Lowe Advocates for English-Only Use in the UK
US Successfully Transports Small Nuclear Reactor from California to Utah
South Korea's traditional sand wrestling sport ssireum faces declining interest at home
Japan outlawed Islam
Virginia Giuffre accuses Epstein of trafficking to powerful men for blackmail.
New Mexico lawmakers initiate investigation into Zorro Ranch linked to Jeffrey Epstein
×