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Anthropic Unveils Advanced Cybersecurity AI Through Project Glasswing

Anthropic has introduced Claude Mythos Preview, an artificial intelligence model designed to identify vulnerabilities in software. The release forms part of the company’s Project Glasswing initiative, focused on strengthening cybersecurity as threats continue to evolve.

Innovative Cyber Capabilities

Claude Mythos Preview identifies complex software flaws that are often difficult to detect using traditional methods. In one case, the model uncovered a 27-year-old vulnerability in OpenBSD, an operating system widely known for its security standards. Access to the model is currently restricted. Anthropic said the limitation is intended to reduce the risk of misuse and ensure the technology is applied in defensive contexts.

Strategic Industry Collaborations

Major technology companies, including Apple, Google, Microsoft, Nvidia and Amazon Web Services, joined as early partners in Project Glasswing. More than 40 additional companies, including CrowdStrike and Palo Alto Networks, are working with Anthropic to integrate the model into their cybersecurity systems.

Balancing Innovation With Caution

Dianne Penn said in a CNBC interview that the launch followed an extensive internal review. The company is also working with U.S. agencies, including the Cybersecurity and Infrastructure Security Agency and the Center for AI Standards and Innovation, to align deployment with safety requirements. Dario Amodei said the company is focused on balancing defensive benefits with potential risks linked to advanced AI systems.

Expanding AI Infrastructure Security

Anthropic has allocated up to $100 million in usage credits for selected partners. The programme is aimed at testing the model across proprietary and open-source systems. Early access is focused on companies managing critical infrastructure, as Anthropic evaluates broader deployment scenarios.

Outlook

Project Glasswing reflects a shift toward AI-driven cybersecurity tools designed to identify vulnerabilities earlier in the development cycle. Adoption will depend on how effectively companies balance improved detection capabilities with the risks associated with advanced AI systems.

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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