Anthropic, a major player in the realm of generative artificial intelligence, is currently assessing the viability of crafting its own AI chips. Thanks to the remarkable success of its Claude series models, the company's annualized revenue has soared past the $30 billion mark as of April 2026, laying a robust financial groundwork for chip R&D endeavors. Despite grappling with obstacles like hefty initial investments and complex engineering tasks, Anthropic's strategic maneuver is designed to keep pace with rivals OpenAI and Meta. Presently, Anthropic has forged alliances with Google and Broadcom to collaboratively drive forward plans for investing in computing power infrastructure, although these initiatives remain under evaluation. At this juncture, Anthropic still leans on chips sourced from Amazon and Google, and the volatility in external chip availability has markedly hindered the progress of refining its large-scale models. Industry experts opine that developing proprietary chips will pave the way for cost savings, algorithm refinement, and improved computing power efficiency. Anthropic is striving to seize the initiative in the high-stakes AI race by adopting a software-hardware integration approach.