The core requirements of Consumer-Grade AI are miniaturization, low power consumption, and low cost. Crystal oscillators need to balance performance and user experience (e.g., battery life, portability).

The core requirements of Intelligent Automotive AI are high reliability, real-time response, and multi-device collaboration. Crystal oscillators must meet automotive-grade temperature, vibration, and reliability standards.

The core requirements of Edge AI are real-time data processing, low-latency decision-making, and offline operation capability. Crystal oscillators, as the "reference clock," directly determine the computational accuracy and communication stability of the device.

The core requirements of Industrial AI are high stability, anti-interference capability, and long-cycle operation. Crystal oscillators need to adapt to industrial-grade harsh environments (e.g., high temperature, high electromagnetic interference).