xAI

xAI, or explainable Artificial Intelligence, refers to AI systems designed to provide understandable and transparent insights into their decision-making processes. This is crucial for fostering Trust and accountability in AI applications. For instance, in healthcare, xAI can help explain how a model diagnoses diseases based on patient data, allowing doctors to make informed decisions. Another case is in finance, where xAI can clarify loan approval decisions, enabling applicants to understand the criteria used. The ultimate goal of xAI is to make AI systems more interpretable and user-friendly.