The venture-capital firm Andreessen Horowitz has committed $1.1 billion to a new fund dedicated to artificial-intelligence hardware, marking a notable pivot for a firm long associated with software investing. Named ‘Machine Age,’ the fund signals a bet that the decisive constraints on AI now sit beneath the application layer.
The fund will target processors, memory, networking equipment, robotics and the broader physical infrastructure that AI systems depend on. Its backers argue that as software capabilities race ahead, the limiting factors have shifted to chips, power availability and manufacturing capacity.
The move reflects a wider industry recognition that building and running large AI models is as much a hardware challenge as a software one. Access to advanced accelerators, sufficient electricity and dependable supply chains has become a strategic differentiator for companies and countries alike.
For a firm best known for backing consumer and enterprise software, the shift toward capital-intensive hardware represents a meaningful change in strategy. It also underscores how much investor attention has migrated toward the industrial foundations of the AI boom.
The bet resonates in the Middle East, where sovereign investors and governments are pouring resources into data centres, chip access and energy to power AI ambitions. A dedicated hardware fund from a leading Silicon Valley firm validates a thesis that regional players have already begun to act on.
