Pick a real$-$world problem that requires Machine Learning methods to solve.

Examples of AI application areas can include $(1)$ computer vision problems such as surveillance, $(2)$ classification in healthcare$-$related problems, $(3)$ prediction of stock market performance, $(4)$ robotics, $(5)$ or another problem you encountered in your professional experience.

Explain why at least one of the three concepts $($trust$,$ interpretability, and explainability$)$ is vital for developing a Machine Learning system for the application you picked.