Applying XAI by design

As the project manager for a new AI initiative aimed at enhancing online educational platforms, your goal is to develop an AI that not only provides personalized learning experiences but is also transparent and explainable, adhering to XAI principles. A key focus is on ensuring the AI system aligns with end-user needs right from the start. Your challenge is to outline the sequence of critical tasks in the design phase, emphasizing user-centric design and the selection of appropriate models to meet those needs.