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HP Says Higher-Spec AI PCs Cut Cloud Token Costs With Edge AI

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During its Q3 earnings call, HP tied costly cloud AI “tokens” to growing demand for higher-spec AI PCs that run models locally on the edge. The company said AI PCs were 46% of its PC mix, expects 60–70% in fiscal 2027, and reported 18% higher Personal Systems revenue. HP also promoted Precise Print, claiming large reductions in paper and ink use.

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