AI HARDWARE GUIDE

How AI Toys Use Long-term Memory and Custom Personas

Long-term memory extracts stable preferences, important events and relationship changes instead of storing every conversation.

THE SHORT ANSWER

Long-term memory extracts stable preferences, important events and relationship changes instead of storing every conversation.

KEY POINTS

  1. 01Separate context, event memory and long-term preferences
  2. 02Use explainable write and forgetting rules
  3. 03Constrain persona tone, boundaries and behavior
  4. 04Minimize and delete sensitive information
  5. 05Evaluate memory retrieval with real conversations