Artificial intelligence firm Anthropic has rapidly emerged as one of the most valuable players in the global technology sector, with investor interest pushing its valuation to around $800 billion, placing it alongside rivals such as OpenAI.

The San Francisco-based company has seen its private valuation more than double within months, supported by a reported revenue run-rate of $30 billion. As speculation grows around a potential public listing later this year, Anthropic is drawing attention not only for its financial rise but also for the broader implications of its technology.

At the centre of its growth is a strategic shift from research-focused development to enterprise-driven applications. Businesses are increasingly adopting Anthropic’s AI systems, particularly its Claude models, to streamline complex workflows and automate operations. This focus on corporate clients has distinguished the company from competitors targeting mass consumer markets.

Analysts say this enterprise-first approach has helped justify its soaring valuation. Ben Barringer, head of technology research at Quilter Cheviot, noted that Anthropic’s business model is built around long-term integration into company systems, making its tools difficult to replace once adopted. He compared the strategy to that of Microsoft during the early expansion of enterprise software.

The company’s latest AI model, known as Mythos, has further accelerated interest while also raising concerns. Praised for its advanced reasoning capabilities, the system is seen as a major step forward in automation and problem-solving. However, its ability to identify vulnerabilities in software has sparked warnings about potential misuse.

Jamie Dimon has cautioned that such capabilities could be exploited for cyberattacks targeting financial institutions. These concerns highlight what experts describe as a “security paradox,” where the same technology that strengthens cybersecurity could also pose risks if misused.

The issue has drawn attention at the highest levels of government. Reports indicate that Scott Bessent and Jerome Powell recently held discussions with major banking executives in Washington to address potential systemic risks linked to advanced AI systems.

Anthropic has responded by imposing strict controls on access to its most powerful tools, aiming to balance innovation with safety. This cautious approach reflects the company’s broader philosophy, which includes resisting requests to deploy its technology for offensive military purposes. That stance has reportedly limited opportunities with the US defense sector.

Despite these challenges, investor confidence remains strong as the company prepares for a possible stock market debut. An initial public offering would provide funding to support the high costs of developing next-generation AI models.

As Anthropic moves closer to entering public markets, it faces the challenge of maintaining rapid growth while addressing concerns about the societal and security impact of its technology.

Taiwan-based semiconductor giant Taiwan Semiconductor Manufacturing Company reported a fourth consecutive quarter of record profits on Thursday, driven by strong global demand for artificial intelligence chips and steady orders from major technology clients.

The world’s largest contract chipmaker said first-quarter net profit jumped 58.3 percent year-on-year to NT$572.48 billion ($18.11 billion), surpassing analyst expectations. Revenue also rose sharply, climbing 35.1 percent to NT$1.13 trillion, reflecting continued growth in advanced chip manufacturing.

Company chairman and chief executive C. C. Wei said demand linked to artificial intelligence remained a key driver of performance. He noted that orders for high-end chips used in AI systems continue to grow at a rapid pace, supporting both revenue and profitability.

TSMC’s margins remained strong during the quarter, with gross margin reaching 66.2 percent and net profit margin standing at 50.5 percent. Advanced technologies, defined as chips built on 7-nanometre processes and below, accounted for nearly three-quarters of total wafer revenue.

The company’s customer base includes leading global firms such as Apple and Nvidia, both of which have increased their reliance on high-performance chips to power devices and AI applications.

Chief financial officer Wendell Huang said strong demand for cutting-edge manufacturing processes had supported first-quarter results and is expected to continue into the next quarter. TSMC forecast second-quarter revenue between $39 billion and $40.2 billion, up from $35.9 billion in the first quarter.

Analysts say the continued expansion of AI infrastructure is helping offset potential weakness in other areas, including consumer electronics. Ben Barringer of Quilter Cheviot noted that while high memory prices could dampen demand for some devices, the surge in AI-related spending is likely to sustain growth.

Despite the positive outlook, TSMC flagged potential risks linked to geopolitical tensions. The company warned that rising costs for key materials, including chemicals and industrial gases, could affect profitability in the coming months. Wei said it was too early to determine the full financial impact.

TSMC added that it does not expect immediate disruption to its operations, citing a diversified supply chain and sufficient inventory of essential materials such as helium and hydrogen. The company has also been working to expand its supplier network to improve resilience against future shocks.

With demand for advanced chips continuing to rise, TSMC remains central to the global semiconductor industry, even as it navigates cost pressures and an increasingly complex geopolitical environment.