Anthropic signs a $10bn compute deal with a week-old cloud startup — 2026-08-04

## Short Segments Anthropic's $10 billion deal with a fledgling cloud startup is reshaping the AI infrastructure landscape. Coming up, we'll explore how this move impacts the market and what it means for the future of AI computing. But first, a wave of AI-generated vulnerabilities has hit the software industry, with one real flaw scoring a perfect 10. We'll also cover Nvidia and Dell's backing of a new AI cloud startup, Obsidian Security's rise to unicorn status, the power crunch in AI data centers, a record-breaking seed round for an AI wealth adviser in Brazil, and Britain's renewed attempt to access encrypted Apple data. AI-generated vulnerabilities are flooding the software industry, but only one was real. Security firm JFrog has uncovered a troubling trend: a flood of AI-invented vulnerabilities being added to the shared list of known software bugs. Out of 55 vulnerabilities posted, 54 were fabricated by AI, yet one genuine flaw still managed to score a perfect 10 on the severity scale. This incident highlights the growing challenge of distinguishing real threats from AI-generated noise, complicating efforts to secure software systems. As AI continues to evolve, the industry must adapt to new methods of vulnerability detection and validation to maintain robust security defenses. Nvidia and Dell back AI cloud startup Volta at a $2.4 billion valuation. Volta Infra Holdings, a new player in the AI cloud space, has secured $300 million in venture funding, with additional financing commitments totaling $5 billion. This funding round, co-led by Andreessen Horowitz and Altimeter Capital, positions Volta to help tech firms access Nvidia's costly AI hardware. With a valuation of $2.4 billion, Volta aims to bridge the financing gap for AI infrastructure, enabling more companies to leverage advanced computing capabilities. This development underscores the increasing demand for AI resources and the financial strategies emerging to meet it. Obsidian Security hits a $1.1 billion valuation as AI reshapes the threat landscape. The cybersecurity firm has raised $85 million in a Series D funding round, pushing its valuation into unicorn territory. As AI introduces new vulnerabilities, the demand for security solutions that can protect against these threats is surging. Obsidian's platform focuses on governing AI agents and SaaS applications, addressing the unique challenges posed by AI-driven attacks. This funding will accelerate Obsidian's expansion into agentic AI security, reflecting the critical need for advanced cybersecurity measures in the AI era. AI's power crunch is sending data-center builders to the banks for billions. The bottleneck in AI infrastructure has shifted from chips to power, prompting data-center operators to seek massive financing commitments. With electricity now the scarce resource, companies are securing billions in bank guarantees to fund the power-hungry AI buildout. This shift highlights the evolving challenges in scaling AI infrastructure, as the industry grapples with the financial and logistical demands of delivering electricity at scale. As AI continues to grow, innovative financial structures will be crucial to sustaining its expansion. Ex-Nubank team raises $85 million for Decade, an AI wealth adviser promising "a generation of millionaires." In a record-breaking seed round for Latin America, Decade has emerged with backing from Greenoaks, Benchmark, and Diffusion. The startup, founded by former Nubank executives, aims to revolutionize wealth management in Brazil using AI. With a focus on personalized financial services, Decade promises to create a new generation of millionaires by combining AI with human expertise. This ambitious vision reflects the growing role of AI in transforming financial advisory services. Britain didn't drop its Apple backdoor demand; it cut the Americans out and tried again. After a failed attempt last year, the UK government has renewed its efforts to force Apple to create a backdoor into its encryption. Apple is challenging this demand in the Investigatory Powers Tribunal, the UK's secret court for surveillance cases. The ongoing legal battle highlights the tension between government surveillance needs and tech companies' commitments to user privacy. As the case unfolds, it will be a critical test of the balance between security and privacy in the digital age. ## Feature Story Anthropic's $10 billion compute deal with a week-old cloud startup marks a significant shift in AI infrastructure strategy. The AI developer has signed a six-year contract with Volta Infra Holdings, a cloud startup backed by Nvidia, to secure computing capacity at a Norwegian data center. This agreement provides Anthropic with access to 133 megawatts of capacity, powered by Nvidia's latest Vera Rubin chips. For Volta, this deal is a marquee contract that positions the startup as a key player in the AI infrastructure market. Anthropic's decision to partner with a nascent company like Volta reflects its aggressive expansion strategy and the growing demand for scalable computing power in the AI sector. Previously, Anthropic has collaborated with major players like Amazon, Google, and AMD, but this move signals a shift towards leveraging emerging infrastructure providers to meet its needs. The deal underscores the increasing importance of cloud infrastructure in supporting AI development and the competitive landscape for securing computing resources. As AI applications continue to proliferate, the demand for computing power is expected to rise, driving further innovation and investment in cloud infrastructure. For Anthropic, this partnership with Volta not only enhances its computing capabilities but also positions it to better compete in the rapidly evolving AI market. Looking ahead, the success of this collaboration could influence other AI developers to explore similar partnerships with emerging infrastructure startups, reshaping the dynamics of the AI industry. As the market adapts to these changes, stakeholders will need to navigate the challenges and opportunities presented by the evolving landscape of AI infrastructure.