Tokens are the new currency of AI infrastructure, but bills are already starting to bite. Climbing costs combined with more diverse hardware options beyond the GPU means leaders are rethinking what they build, buy, and run.
This in-depth report looks at how the industry is using frontier models, whether going private pays off, and the hardware stepping out of the GPU’s shadow.
What you’ll learn
✓ How Cisco, Fujitsu, and Palo Alto Networks are putting frontier models to work
✓ Why HPE and Nutanix are building their own AI infrastructure to cut token costs
✓ Why CPUs, LPUs, DPUs, and wafer-scale chips are having a moment
✓ Where the chip packaging bottleneck really sits
✓ How a startup in a rural English village is betting on optical switching
Featuring insights from AMD, Nvidia, Microsoft, Cerebras, and more.
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