At last, a good reason to buy an AI PC: Reining in runaway token bills
15-07-2026 08:26 via theregister.com

At last, a good reason to buy an AI PC: Reining in runaway token bills

Corporate PC buyers haven’t rushed to buy AI PCs but analyst firm Gartner thinks the machines can now do an important new job: Running AI workloads on the desktop to provide a hedge against tearaway token bills. The firm on Monday published a Strategic Roadmap for Agentic AI PCs in which Research Vice President Steve Kleynhans argues that enterprise AI tools that run on the desktop “have been slow to materialize.” “On -device AI has yet to achieve mainstream adoption and
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