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Anthropic Expands Project Glasswing Across More Than 15 Countries

Anthropic is expanding access to Project Glasswing, its AI-based vulnerability detection initiative, to approximately 150 additional organizations across more than 15 countries.

Expanding Global Cybersecurity Efforts

The expansion follows an initial deployment involving 50 organizations, including U.S. government agencies. Project Glasswing is designed to help identify software vulnerabilities in sectors where cybersecurity risks can have significant operational consequences. Participating organizations operate across industries, including energy, water, healthcare, communications, and hardware.

Leveraging Advanced AI For Critical Infrastructure

Project Glasswing is powered by Claude Mythos, Anthropic’s latest AI model for cybersecurity applications. According to the company, the model has identified thousands of previously unknown software vulnerabilities during testing and early deployments. Anthropic says the initiative focuses on protecting critical infrastructure and software systems used by public and private organizations.

Market Developments And IPO Prospects

The expansion arrives on the heels of Anthropic filing confidentially for an initial public offering following a monumental $65 billion funding round that propelled the company’s valuation to nearly $1 trillion. This dual motion, broadening the scope of Project Glasswing while preparing for an IPO, positions Anthropic at the forefront of cybersecurity innovation, even as market competitors accelerate their own initiatives.

Rising Competition And Industry Implications

The broader industry landscape is witnessing heightened activity, with rivals such as OpenAI rolling out their own cybersecurity-focused models like GPT-5.5-Cyber. Through Project Glasswing, Anthropic is expanding partnerships with organizations responsible for maintaining critical software and infrastructure systems.

The initiative reflects growing industry interest in applying AI models to cybersecurity challenges across both public and private sectors.

Ex-Spotify Engineers Raise $10 Million To Bring AI Personalisation To E-Commerce

Three former Spotify engineers have raised $10 million in seed funding for Malachyte, a startup that aims to bring AI-powered personalisation to online retail.

The company was founded by Sidd Motwani, Ian Anderson and Shivaditya Sinha, who previously helped build Spotify’s recommendation technology. Their goal is to apply a similar approach to e-commerce by predicting what shoppers want in real time rather than relying on purchase history or demographic profiles.

Beyond Traditional Recommendations

Malachyte’s platform analyses browsing behaviour as customers interact with an online store, using signals such as searches, clicks, scrolling and items added to a cart to continuously refine recommendations.

According to Chief Executive Sidd Motwani, the system begins building a customer profile from the moment a page loads and becomes more accurate as the shopping session progresses. That allows retailers to personalise product rankings even for first-time visitors without requiring an account or previous purchases.

The company also considers contextual factors, such as the device being used or how a customer arrived at the website, to better understand purchasing intent.

Expansion Plans

Founded in 2024, Malachyte tested its technology with more than 20 enterprise customers across retail, travel and grocery before focusing on e-commerce.

The platform launched with Fun.com in late 2025 and has been available to Shopify merchants since June through a native integration, while larger retailers can access it via an API.

The $10 million seed round was co-led by Bessemer Venture Partners and Gradient, with participation from Harpoon Ventures. The funding will be used to expand the company’s commercial operations, strengthen product development and accelerate growth.

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