Which statement best describes the difference between black box models and influence diagrams in the context of problem$-$solving and decision$-$making?

Black box models and influence diagrams are essentially the same, as both provide detailed internal mechanisms of the system or problem.

Black box models focus on the input$-$output relationships without revealing the internal workings of the system, whereas influence diagrams visually map out the decision$-$making process, including uncertainties, objectives, and outcomes.

Influence diagrams are used exclusively for mathematical computations, while black box models are used for qualitative analysis.

Black box models visually represent every detail of the system's internal processes, making them more complex than influence diagrams.