An AI-based system is used to predict parole outcomes, but it is criticized for lacking transparency in its decision-making process. What is the most effective approach to improve trust in this system?
Reduce the number of variables in the model to simplify the decision-making process.
Develop a user-friendly interface that shows only the final decisions without details.
Implement explainable AI techniques that clarify how decisions are made and what factors influence them.
Increase the training data size without changing the algorithm to enhance accuracy.