Beautiful Virgin Islands

Monday, Mar 09, 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
UK Government Signals Independence From Washington as Cooper Says Britain Does Not Agree With Trump on Every Issue
UK Experts Warn AI Chatbots Are Fueling Surge in Claims of Organised ‘Satanic’ Ritual Abuse
UK Political Parties Divided Over Strategy as Iran Conflict Reshapes Foreign Policy Debate
Britain Discloses Secret Military Repair Hubs Operating Inside Ukraine
Trump Says US No Longer Needs UK Carrier Support After Delayed Offer Amid Iran Conflict
Why Britain Has Become Involved in the US-Israel Military Campaign Against Iran
UK Gas Storage Falls to Under Two Days as Iran Conflict Jolts Global Energy Markets
UK Warned to Brace for Economic Shock as Iran War Drives Global Energy Price Surge
Starmer and Trump Hold First Call After Public Dispute Over Iran Conflict
UK Dentists Returned £1.3 Billion to Government as Shift Toward Private Care Accelerates
Expert Warns UK Must Build Emergency Food Stockpiles to Prepare for Climate Shocks or War
UK Plans Charter Flight to Evacuate British Nationals from Gulf as Regional Conflict Disrupts Air Travel
Families of Zimbabwe’s Liberation Fighters Call on Britain to Help Locate Skulls Taken During Colonial War
Iran’s Ambassador Warns Britain to ‘Be Very Careful’ Over Deeper Role in Expanding Middle East War
UK Military Leadership Defends Britain’s Defensive Role in Expanding Middle East Conflict
Four U.S. Strategic Bombers Arrive in Britain as Iran War Intensifies
Soham Murderer Ian Huntley Dies After Violent Attack in High-Security Prison
UK Lawmakers and Experts Condemn Scale of Overseas Human Remains Held in British Museums
Royal Navy Aircraft Carrier HMS Prince of Wales Placed on Standby for Potential Deployment
United Kingdom Confirms U.S. Military Using British Bases for Operations Targeting Iranian Missile Sites
Starmer Defends UK Role in Iran Conflict After Renewed Criticism from President Trump
Blue Owl Reveals £36 Million Exposure After Collapse of UK Lender Serving Wealthy Clients
UK Asylum Reform Plan Triggers Fierce Debate Over Border Control and Humanitarian Impact
US Stealth Bombers Head to UK Base as Trump Issues Stark Warning to Iran
UK Deputy Prime Minister Says Legal Case Could Exist for British Strikes on Iranian Missile Sites
Investigators Link Mysterious Parcel Fires Across Europe to Russian Intelligence Operation
Debate Intensifies Over Britain’s Legal Justification for US Military Operations Launched From UK Bases
Britain Faces Heightened Energy Price Risks as Iran-Linked Tensions Threaten Global Oil and Gas Supplies
British Counter-Terror Police Arrest Four Suspected of Spying on Jewish Community for Iran
Axel Springer Agrees $770 Million Deal to Acquire Britain’s Daily Telegraph
Iceland Supermarket Drops Trademark Challenge Against Icelandic Government in Long-Running Naming Dispute
UK Defence Secretary Visits Cyprus Following Scrutiny of Britain’s Response to Drone Attacks
Questions Grow Over Britain’s Military Readiness as Response to Iran Conflict Draws Scrutiny
UK Offers Failed Asylum Seeker Families Up to Forty Thousand Pounds to Leave Voluntarily
Saharan Dust Could Bring ‘Blood Rain’ to Parts of the UK as Weather Systems Shift
UK Deploys Additional Typhoon Fighter Jets to Qatar and Helicopters to Cyprus Amid Rising Middle East Tensions
Experts Urge Britain to Accelerate Renewable Energy Push as Global Conflicts Drive Up Costs
British Public Shows Strong Reluctance to Join Wider War in Iran
First UK Evacuation Flight Departs Middle East After Lengthy Delay
United Kingdom Imposes New Visa Requirements on Travelers from St. Lucia and Nicaragua
Iran Conflict Strains U.S.–U.K. Alliance as Trump and Starmer Clash Over Military Strategy
UK Interest Rates Could Rise Above Four Percent Again if Energy Shock Continues, Think Tank Warns
Starmer Defends Britain’s Iran Strategy as Badenoch Urges Stronger Military Support
Labour MP Says She Saw No Sign Husband Broke Law After Arrest in China Espionage Investigation
UK Jobless Rate Overtakes Italy’s for First Time in Years as Labour Market Weakens
United Kingdom Suspends Student Visas for Four Countries in Unprecedented Immigration Move
Campaigners Warn UK Student Visa Ban Could Push Migrants Toward Dangerous Channel Crossings
First U.K. Charter Flight for Stranded Nationals Set to Depart Oman Amid Middle East Crisis
France and United Kingdom Deploy Warships to Eastern Mediterranean as Middle East Conflict Escalates
U.K. Arrests Three Men Including Lawmaker’s Partner in Suspected China Espionage Investigation
×