Short-term vs. long-term memory

The foundational distinction. Short-term (working) memory holds the immediate
context of the current task and is volatile; long-term memory persists across
sessions, letting an agent build on past interactions. Students learn that context
windows reset each request, so persistent recall requires an explicit memory system.