AI HARDWARE GUIDE

Integrating Language Models into AI Hardware

Model access is only one layer; products also need audio front-end, streaming, agents, memory, tools, safety, cost and weak-network handling.

THE SHORT ANSWER

Model access is only one layer; products also need audio front-end, streaming, agents, memory, tools, safety, cost and weak-network handling.

KEY POINTS

  1. 01Handle wake word, VAD, noise reduction and control on device
  2. 02Use cloud for recognition, agent and model orchestration
  3. 03Connect weather and content through tools
  4. 04Design timeout, offline and fallback behavior
  5. 05Select models and cloud by region