Anthropic sets sights on custom hardware to fuel AI ambitions, reportedly eyed $7B MatX deal

Anthropic’s potential acquisition of MatX signals a growing push among AI firms for hardware sovereignty. This move will accelerate vertical integration in the upstream chip ecosystem, particularly in advanced manufacturing and EUV lithography. A deal could erode NVIDIA’s dominance and force a reconfiguration of the supply chain. From a regulatory standpoint, such actions may prompt stricter U.S. export controls on China, raising operational costs. Competitors like Google and Microsoft are likely to ramp up in-house chip development, sparking a tech arms race. Over the next 12–24 months, custom chips will become a key differentiator, with specialized infrastructure overtaking general-purpose solutions. The trend points toward a future where AI hardware and software are tightly coupled, reshaping the competitive landscape.