Your question is Active Learning for Tuning. 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).
Explain what active learning is and how it can contribute to hyperparameter tuning.