London Daily

Focus on the big picture.
Wednesday, Feb 11, 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
Heineken announces cut of 6,000 jobs due to declining beer demand
Beijing Brands UK Hong Kong Visa Expansion ‘Despicable and Reprehensible’ After Jimmy Lai Sentencing
Tesco Chief Warns UK Is ‘Sleepwalking’ Toward a Joblessness Crisis
Trump’s ‘Act of Great Stupidity’ Comment on UK Chagos Deal Reverberates Through Diplomacy and Strategy
New U.S. filings say Jeffrey Epstein repaid Les Wexner one hundred million dollars after theft allegation
Commerce Secretary Howard Lutnick acknowledges 2012 visit to Jeffrey Epstein’s private island as lawmakers scrutinise past ties
Helsing and Stark Defence loitering-munition drones and Germany’s race to industrialise battlefield autonomy
UK orders deletion of Courtsdesk court-data archive, reigniting the fight over who controls public justice records
UK Police Review Fresh Claims Involving Prince Andrew as Senior Royals Respond to Epstein Files
Keir Starmer’s Premiership Faces Unprecedented Strain as Epstein Fallout Deepens
Starmer Vows to Stay in Office as UK Government Faces Turmoil After Epstein Fallout
China and UK Signal Tentative Reset with Commitment to Steadier, Professionally Managed Relations
UK Confirms Imminent Increase in ETA Fee to £20 as Entry Rules Tighten
UK Signals Possible Seizure of Russia-Linked ‘Shadow Fleet’ Tanker in Escalation of Sanctions Enforcement
Epstein Scandal Piles Unprecedented Pressure on UK Prime Minister Keir Starmer’s Leadership
UK’s ‘Most Romantic Village’ Celebrates Valentine’s Day and Explores the Festival’s Rich History
The Implications of Expanding Voting Rights to Non-EU Foreign Residents in France
Ghislaine Maxwell to Testify Before US Congress on February 9
Al.com Acquired by Crypto.com Founder for $70 Million
Apple iPhone Lockdown Mode blocks FBI data access in journalist device seizure
Belgium: Man Charged with Rape After Faking Payment to Sex Worker
KPMG Urges Auditor to Relay AI Cost Savings
US and Iran to Begin Nuclear Talks in Oman
Winklevoss-Led Gemini to Slash a Quarter of Jobs and Exit European and Australian Markets
Canada Opens First Consulate in Greenland Amid Rising Geopolitical Tensions
China unveils plans for a 'Death Star' capable of launching missile strikes from space
NASA allows astronauts to take smartphones on upcoming missions to capture special moments.
Trump administration to launch TrumpRx.gov for direct drug purchases
Investigation Launched at Winter Olympics Over Ski Jumpers Injecting Hyaluronic Acid
U.S. State Department Issues Urgent Travel Warning for Citizens to Leave Iran Immediately
Wall Street Erases All Gains of 2026; Bitcoin Plummets 14% to $63,000
Epstein Case Documents Reignite Global Scrutiny of Political and Business Elites
Eighty-one-year-old man in the United States fatally shoots Uber driver after scam threat
UK Royal Family Faces Intensifying Strain as Epstein-Linked Revelations Rock the Institution
Political Censorship: French Prosecutors Raid Musk’s X Offices in Paris
AI Invented “Hot Springs” — Tourists Arrived and Were Shocked
Tech Mega-Donors Power Trump-Aligned Fundraising Surge to $429 Million Ahead of 2026 Midterms
UK Pharma Watchdog Rules Sanofi Breached Industry Code With RSV Vaccine Claims Against Pfizer
Melania Documentary Opens Modestly in UK with Mixed Global Box Office Performance
Starmer Arrives in Shanghai to Promote British Trade and Investment
Harry Styles, Anthony Joshua and Premier League Stars Among UK’s Top Taxpayers
New Epstein Files Include Images of Former Prince Andrew Kneeling Over Unidentified Woman
Starmer Urges Former Prince Andrew to Testify Before US Congress About Epstein Ties
Starmer Extends Invitation to Japan’s Prime Minister After Strategic Tokyo Talks
Skupski and Harrison Clinch Australian Open Men’s Doubles Title in Melbourne
DOJ Unveils Millions of Epstein Files, Fueling Global Scrutiny of Elite Networks
France Begins Phasing Out Zoom and Microsoft Teams to Advance Digital Sovereignty
China Lifts Sanctions on British MPs and Peers After Starmer Xi Talks in Beijing
Trump Nominates Kevin Warsh as Fed Chair to Reorient U.S. Monetary Policy Toward Pro-Growth Interest Rates
AstraZeneca Announces £11bn China Investment After Scaling Back UK Expansion Plans
×