London Daily

Focus on the big picture.
Saturday, Mar 07, 2026

Google’s image-scanning illustrates how tech firms can penalise the innocent

Google’s image-scanning illustrates how tech firms can penalise the innocent

New technology helps to track child abuse images, but in the case of false positives, companies don’t always rescind suspensions

Here’s a hypothetical scenario. You’re the parent of a toddler, a little boy. His penis has become swollen because of an infection and it’s hurting him. You phone the GP’s surgery and eventually get through to the practice’s nurse. The nurse suggests you take a photograph of the affected area and email it so that she can consult one of the doctors.

So you get out your Samsung phone, take a couple of pictures and send them off. A short time later, the nurse phones to say that the GP has prescribed some antibiotics that you can pick up from the surgery’s pharmacy. You drive there, pick them up and in a few hours the swelling starts to reduce and your lad is perking up. Panic over.

Two days later, you find a message from Google on your phone. Your account has been disabled because of “harmful content” that was “a severe violation of Google’s policies and might be illegal”. You click on the “learn more” link and find a list of possible reasons including “child sexual abuse and exploitation”. Suddenly, the penny drops: Google thinks that the photographs you sent constituted child abuse!

Never mind – there’s a form you can fill out explaining the circumstances and requesting that Google rescind its decision. At which point you discover that you no longer have Gmail, but fortunately you have an older email account that still works, so you use that. Now, though, you no longer have access to your diary, address book and all those work documents you kept on Google Docs. Nor can you access any photograph or video you’ve ever taken with your phone, because they all reside on Google’s cloud servers – to which your device had thoughtfully (and automatically) uploaded them.

Shortly afterwards, you receive Google’s response: the company will not reinstate your account. No explanation is provided. Two days later, there’s a knock on the door. Outside are two police officers, one male, one female. They’re here because you’re suspected of holding and passing on illegal images.

Nightmarish, eh? But at least it’s hypothetical. Except that it isn’t: it’s an adaptation for a British context of what happened to “Mark”, a father in San Francisco, as vividly recounted recently in the New York Times by the formidable tech journalist Kashmir Hill. And, as of the time of writing this column, Mark still hasn’t got his Google account back. It being the US, of course, he has the option of suing Google – just as he has the option of digging his garden with a teaspoon.

The background to this is that the tech platforms have, thankfully, become much more assiduous at scanning their servers for child abuse images. But because of the unimaginable numbers of images held on these platforms, scanning and detection has to be done by machine-learning systems, aided by other tools (such as the cryptographic labelling of illegal images, which makes them instantly detectable worldwide).

All of which is great. The trouble with automated detection systems, though, is that they invariably throw up a proportion of “false positives” – images that flag a warning but are in fact innocuous and legal. Often this is because machines are terrible at understanding context, something that, at the moment, only humans can do. In researching her report, Hill saw the photos that Mark had taken of his son. “The decision to flag them was understandable,” she writes. “They are explicit photos of a child’s genitalia. But the context matters: they were taken by a parent worried about a sick child.”

Accordingly, most of the platforms employ people to review problematic images in their contexts and determine whether they warrant further action. The interesting thing about the San Francisco case is that the images were reviewed by a human, who decided they were innocent, as did the police, to whom the images were also referred. And yet, despite this, Google stood by its decision to suspend his account and rejected his appeal. It can do this because it owns the platform and anyone who uses it has clicked on an agreement to accept its terms and conditions. In that respect, it’s no different from Facebook/Meta, Apple, Amazon, Microsoft, Twitter, LinkedIn, Pinterest and the rest.

This arrangement works well as long as users are happy with the services and the way they are provided. But the moment a user decides that they have been mistreated or abused by the platform, then they fall into a legal black hole. If you’re an app developer who feels that you’re being gouged by Apple’s 30% levy as the price for selling in that marketplace, you have two choices: pay up or shut up. Likewise, if you’ve been selling profitably on Amazon’s Marketplace and suddenly discover that the platform is now selling a cheaper comparable product under its own label, well… tough. Sure, you can complain or appeal, but in the end the platform is judge, jury and executioner. Democracies wouldn’t tolerate this in any other area of life. Why then are tech platforms an exception? Isn’t it time they weren’t?

Newsletter

Related Articles

0:00
0:00
Close
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
Trump Says UK–US ‘Special Relationship’ Is Diminished Amid Middle East Dispute
UK Economic Forecasts Face Fresh Strain from Middle East Conflict and Rising Energy Costs
UK Reaffirms Close US Ties After Trump’s Public Criticism
Reeves Stresses Stability and Fiscal Discipline in UK Budget Update as Growth Outlook Shifts
UK Deploys Royal Navy Destroyer HMS Dragon to Cyprus After Drone Strike on RAF Base
Green Party Surges Past Labour in New UK Poll as Traditional Party Support Crumbles
Majority of Britons Oppose U.S. Use of UK Military Bases in Iran Conflict
UK Intensifies Evacuation Efforts from Oman, Working with Airlines to Boost Flight Capacity
Trump Condemns UK and Spain in Unusually Sharp Rift Over Iran Military Action
Trump Repeats UK Claims That Diverge from Verified Facts Amid Diplomatic Strain
UK Arrests Prominent Figures Linked to Epstein Network as Questions Mount Over US Action
Trump Says UK ‘Took Far Too Long’ to Approve Use of Airbases for Iran Strikes
Scope of Britain’s Role in the Expanding Middle East Conflict Comes Under Scrutiny
Trump Says He Is ‘Very Disappointed’ in Starmer Over Iran Comments
U.S. Embassy in Riyadh Struck by Drones Amid Escalating Iran Conflict
Starmer Confronts Strategic Test After Drone Strike Near British Base in Cyprus
Rolls-Royce Chief Signals Openness to Germany Joining UK-Led Fighter Jet Programme
UK Stocks Slip as Escalating Iran Conflict Triggers Global Market Selloff
UK Overhauls Asylum System to Make Refugee Status Temporary
Starmer Warns of ‘Reckless’ Iranian Strikes Amid Escalating Regional Tensions
×