Your question is Overfitting and Generalization Control. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You're training a supervised learning model and notice that training performance keeps improving while validation performance starts to flatten or decline.
Explain the concept of overfitting and how to prevent it.