Your question is Heuristics vs Machine Learning. 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).
When is it appropriate to use a heuristic-based solution versus a machine learning model?