1. Summarize earlier turns into compact memory

One of the simplest techniques to enhance AI conversation retention is to summarize the conversation as it grows. Instead of feeding the full transcript every time, store a short summary of the key facts, goals, and open questions. This reduces token use and keeps the model focused.