The AI Trade Is Moving Beyond GPU Makers
GPU dominance is ending. The next $500B in AI capex flows to CPUs, servers, and power infrastructure.

Why it matters
As AI workloads move from training to production deployment, infrastructure investment is shifting away from GPU-centric architectures toward broader systems: servers, data centers, and power grids. This reshapes which companies capture the infrastructure moat in the AI economy.
The key facts
3 to knowInvestment thesis shift: from GPU makers to CPU, server, data center, and power infrastructure
Deployment phase driving diversification of hardware requirements beyond GPUs
Implications for investor allocation in AI infrastructure plays
Go to the source
Forbes Innovationforbes.com
Publisher excerpt: As companies put AI to work, investors are looking beyond GPUs to CPUs, servers, data centers and power infrastructure.