Hardware

3 articles tagged with this topic

On-Device AI Models Press on Cloud Economics

Smaller models running locally on phones and laptops are quietly absorbing a growing share of everyday AI workloads, with implications for cloud infrastructure planning.

3 min read

On-Device AI Inference Shifts the Economics of Deployment

Improvements in on-device inference are reshaping product architectures, with implications for cloud capacity, privacy posture, and competitive positioning across consumer hardware.

3 min read

Edge AI Hardware Investment Accelerates as Inference Shifts Off Cloud

Investment in edge AI hardware is accelerating as cost, latency, and privacy considerations push more inference workloads onto devices and local infrastructure.

2 min read