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.
SDxCentral’s latest supplement looks at what that rethink means in practice:
Behind the tokens: How Cisco, Fujitsu, and Palo Alto Networks are using frontier models internally
Is private infrastructure the answer to AI cost control? Why HPE and Nutanix are building their own AI factories
The hardware renaissance beyond the GPU: CPUs, LPUs, DPUs, and wafer-scale chips step into the spotlight
Unpacking the chip packaging problem: Resonac’s CTO on the supply chain bottleneck
Take me home, country nodes: The startup betting on optical switching from a rural English village
Plus the key data behind the AI infrastructure buildout.
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