Beautiful Virgin Islands

Saturday, Mar 28, 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
Fresh Claims Emerge Over Harry and Meghan’s Australia Visit as Insider Speaks Out
NATO Assessment Indicates UK Defence Spending Has Fallen Below Alliance Average
FTSE 100 Slips as Middle East Tensions Weigh on Investor Sentiment
UK Economy Begins to Feel Early Impact of Iran Conflict as Policy Challenges Intensify
Russian National Jailed in UK After Assault Case Linked to Barron Trump’s Alert
Energy Price Surge Accelerates Shift Away from Fossil Fuels in UK Homes
UK Museums House More Than 260,000 Human Remains, New Report Reveals
Surging UK Gilt Yields Reflect Inflation Pressures and Fiscal Uncertainty
UK Issues Updated Guidance on Children’s Screen Time with Focus on Balance and Wellbeing
UK Migration Figures Show Shifting Trends Across Asylum, Visas and Channel Crossings
UK Watchdog Launches Probe into Five Firms Over Alleged Fake Reviews and Ratings
Jaguar Land Rover Halts Production at UK Plant Amid Supplier Disruption
UK Police Reverse Position, Confirm Arrests Will Resume for Palestine Action Protests
UK Small Businesses Face Europe’s Steepest Cost Pressures, New Survey Reveals
US Envoy Urges UK to Proceed with King’s Visit Amid Diplomatic Sensitivities
FTSE 100 Drops Over One Percent as Middle East Tensions Weigh on Markets
UK CO2 Plant Set to Reopen as Authorities Move to Safeguard Supplies Amid Middle East Tensions
Trump Urges Stronger Defence Investment as He Questions Allied Naval Capabilities
New COVID Variant Detected in UK Raises Concerns Over Vaccine Effectiveness
FTSE Russell Moves to Standardise Free-Float Rules for UK and International Listings
HBO Max Launches in UK and Ireland, Marking Major Step in Global Streaming Expansion
UK Signals Readiness to Seize Russian ‘Shadow Fleet’ Vessels in Escalation of Sanctions Enforcement
Escalating Middle East Conflict Seen as Major Threat to UK Economic Stability
Early Challenges Mark Prince Harry and Meghan’s Australia Visit
UK Government Rejects Cover-Up Claims After Theft of Former PM Aide’s Phone
Cyprus Opens Strategic Talks with UK Over Sovereign Base Areas
UK Faces Risk of Sharp Inflation Surge Despite Stable Pre-Crisis Figures
UK Police Arrest Two Over Suspected Antisemitic Arson as Iran Link Investigated
UK Inflation Holds at Three Percent Ahead of Oil Price Shock from Iran Conflict
UK Fuel Prices Face Upward Pressure as Global Oil Trends Raise Cost Outlook
Girlguiding UK Sets September Deadline for Membership Policy Change Affecting Trans Participants
Germany and UK Accelerate Wind Power Expansion to Strengthen Energy Security
UK Moves to Ban Cryptocurrency Donations to Political Parties Over Foreign Influence Concerns
UK and Turkey Finalise Major Air Defence Agreement Worth Billions
Apple Introduces Mandatory Age Verification for iPhone Users in the UK
Diverging Views Emerge Over Meghan Markle’s Planned Australia Appearance
Trump Signals Frustration with UK Leadership Amid Diverging Approaches to Iran Conflict
UK Government Takes Control of Hunterston B as Landmark Nuclear Decommissioning Begins
UK Public Inflation Expectations Jump Sharply in March, Raising Pressure on Bank of England
UK Ministers Warn Expanded North Sea Drilling Would Deepen Exposure to Global Energy Volatility
Delayed UK Defence Investment Plan Leaves Suppliers Under Severe Financial Strain
Can Iran Strike the UK? Assessing the Real Military Threat as Conflict Escalates
Sanctioned Iranian Banker Linked to Luxury Marbella Villa Through UK Corporate Structure
Casey Bloys Navigates HBO Max UK Launch, Paramount Integration and Industry Buzz Over Netflix Meeting
Iran Conflict Sparks Sharp Turbulence in UK Mortgage Market, Reaching Pandemic-Era Disruption Levels
Major Donor Urges University of Kentucky to Reconsider Mitch Barnhart’s Post-Retirement Role
United Kingdom Moves to Lead International Effort to Reopen Strait of Hormuz
UK Police Investigate Targeted Attack on Jewish Ambulance Vehicles
UK Police Investigate Targeted Attack on Jewish Ambulance Vehicles
Senior UK Advocate Criticises Barnhart Retirement Appointment, Calls for Reconsideration
×