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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.

Paper-cut illustration of an amber microchip with circuit paths extending into a row of data-center cabinets.
The infrastructure powering AI.AI illustration by KeyNews
The KeyNews take

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 know
  1. Investment thesis shift: from GPU makers to CPU, server, data center, and power infrastructure

  2. Deployment phase driving diversification of hardware requirements beyond GPUs

  3. 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.
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