Before revision: Our research is a step toward understanding when explanations of AI-driven hints and feedback are useful in Intelligent Tutoring Systems (ITS)  .
After revision: Our research is a step toward ascertaining the need for personalization, in XAI, and we do so in the context of investigating the value of explanations of AI-driven hints and feedback are useful in Intelligent Tutoring Systems (ITS) .