The agent can remember things about you between conversations: what you teach, the year groups, how you like things set out. You control whether it does.
Turning memory on or off
Click your name at the bottom of the sidebar, open Settings, then Agent preferences.
Use the Agent memory toggle, "Let the AI assistant remember me".
With it on, you stop repeating yourself every session. With it off, each conversation starts fresh.