Infrastructure
AI PC (AIPC)
Category
Infrastructure
Abstraction level
System
Operation level
InferenceDeployment
Use cases
Local AI assistants and copilotsOn-device image generation and editingReal-time offline transcription and translation
How it works
An AI PC processor integrates an NPU — an accelerator optimized for neural-network operations — that offloads AI computation from the CPU/GPU, delivering high performance per watt and enabling local model execution.
Problem solved
How to run increasingly capable AI features locally on a computer, power-efficiently and without cloud dependence?
Strengths & limitations
Strengths
✓Privacy (data stays on the device)
✓Low latency and offline operation
✓Energy efficiency thanks to the NPU
Limitations
✗Limited power versus large cloud models
✗Fragmentation of NPU software and drivers
✗The largest models still require the cloud