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NSA Tests Anthropic’s Mythos Model For Vulnerabilities Amid Policy Dispute

The National Security Agency is reportedly using Anthropic’s Mythos Preview model to scan network environments for vulnerabilities, according to Axios. The development follows a Department of Defense assessment that previously classified Anthropic as a potential supply-chain risk after the company limited access to certain model capabilities.

NSA Integration And Cybersecurity Applications

Anthropic introduced Mythos as a model tailored for cybersecurity applications, with restricted availability due to concerns over misuse in offensive cyber operations. Access has been granted to a limited group of around 40 organizations, with only a subset publicly identified. The controlled rollout reflects an effort to balance capability with risk management.

Balancing National Security And Operational Risks

Sources indicate that the NSA is among the organizations using Mythos, primarily to detect vulnerabilities across network systems. The U.K.’s AI Security Institute has also confirmed access, pointing to broader institutional interest in the model’s capabilities.

Disputes With The Pentagon

Use of Anthropic’s tools by U.S. agencies comes amid ongoing tensions with the Pentagon. Legal arguments have raised concerns that such technologies could pose national security risks. The dispute intensified after Anthropic declined to provide full access to its Claude model for applications related to mass surveillance and autonomous weapons.

Thawing Relations With Government Leadership

Recent engagement suggests a shift in tone between Anthropic and U.S. officials. Anthropic CEO Dario Amodei recently met with White House Chief of Staff Susie Wiles and Treasury Secretary Scott Bessent, with officials describing the discussions as productive. Requests for comment have been sent to the NSA, while Anthropic has not issued additional statements.

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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