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Meta Deploys AI To Detect Underage Users On Facebook And Instagram

Meta is deploying AI tools to identify underage users across Facebook and Instagram. Advanced visual analysis is used to examine photos and videos for indicators such as physical proportions and movement patterns, allowing systems to estimate age without relying on facial recognition.

Innovative AI Measures For Age Verification

According to the company, detection relies on general visual signals rather than individual biometric identification. Visual analysis is combined with text-based signals and patterns of user interaction to improve the identification of accounts that may belong to underage users. Integration of multiple data points is intended to strengthen enforcement of age-related policies while avoiding direct biometric tracking.

Expanding The AI Deployment

Initial rollout began in selected regions, with plans for broader global expansion. Current capabilities focus on static and recorded content, while future updates are expected to extend analysis to live and interactive features, including Instagram Live and Facebook Groups. Expansion into additional formats aims to increase coverage of user activity across platforms.

Enforcement And User Accountability

Accounts identified as potentially underage may be temporarily deactivated. Affected users are required to complete an age verification process to restore access. This system is designed to apply platform rules more consistently while maintaining user accountability.

Context Amid Legal Challenges

Growing legal scrutiny has increased pressure on large technology companies to strengthen child safety measures. A jury in New Mexico ordered Meta to pay $375 million in a civil case related to child protection concerns and alleged misrepresentation. The case forms part of broader regulatory attention to how platforms manage user safety and content oversight.

Enhanced Controls With Teen Accounts

Meta is also expanding stricter default settings for younger users through its “Teen Accounts” feature on Instagram. Safeguards include limitations on direct messaging, proactive filtering of potentially harmful content, and default privacy settings. Rollout currently covers 27 countries across the EU and Brazil, with similar measures planned for Facebook in the U.S., the U.K. and the EU.

Europe’s Deadly Summer Heat Exposed The Cost Of A Warming Continent

Europe experienced its deadliest summer for heat-related deaths on record in 2026, with an estimated 24,400 excess deaths linked to extreme temperatures across 30 countries. Researchers estimate that human-induced climate change was responsible for around 32,000 of the deaths attributed to heat in the study’s broader analysis, accounting for 65% of the total.

The findings highlight the growing public-health consequences of global warming, largely driven by fossil fuel use, as extreme heat becomes more frequent and severe.

A Summer Of Dangerous Heat

Between June and August, heatwaves pushed temperatures in Western Europe to an average of 2.9°C above the 1991–2020 norm, with some days reaching 12°C above average. Nearly a third of estimated heat-related deaths occurred during a particularly intense heatwave between 17 June and 1 July.

“These numbers are a stark reminder that our hotter, more extreme summers are having an increasingly severe impact on public health,” said Dr Clair Barnes, a researcher at Imperial College London and co-author of the study.

The estimated toll exceeded previous peaks of around 29,000 deaths in summer 2022 and 28,000 in 2003 across the region studied.

How Researchers Estimated The Toll

Researchers modelled the relationship between temperature and mortality across 854 urban areas in the EU, UK, Norway and Switzerland, covering around 40% of the population in the 30 countries studied.

The analysis incorporated temperature records, age, socioeconomic conditions, environmental factors and access to healthcare. By comparing actual temperatures with those expected without human-induced warming, the team estimated the additional deaths attributable to climate change.

Final official mortality figures for summer 2026 are not yet available in many countries, and heat-related deaths are often underreported because their effects can be difficult to identify directly.

Older People Face The Greatest Risk

People aged 85 and over accounted for roughly half of the estimated deaths. However, the impact extended across age groups, with around 800 excess deaths among adults aged 20–44 and approximately 6,000 among people under 65.

Southern Europe experienced the highest mortality burden, reflecting hotter temperatures and other vulnerabilities, including air pollution, limited green space and unequal access to healthcare and heat-alert systems.

Italy, France And Spain Record Highest Toll

Italy recorded an estimated 13,303 heat-related excess deaths, followed by France with 7,268 and Spain with 6,824. Germany recorded around 6,340, while the UK saw an estimated 4,354 deaths.

In the UK, the heat also placed significant pressure on healthcare services. Andrew Hartle, Professor of Practice of Anaesthesia at Imperial College Healthcare, said demand during the summer resembled that of a severe winter virus season.

Cities Urged To Strengthen Heat Protection

Researchers say cities can reduce the risks through climate shelters, external shading and building retrofits, alongside measures to help residents avoid exposure during the hottest hours. Checking on vulnerable people, staying hydrated and following heat alerts are also important.

The researchers stress that adaptation must go hand in hand with reducing fossil fuel use to limit further warming. The findings underline that extreme heat is already a major public-health threat across Europe, with thousands of lives at risk each summer.

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