Explainable Artificial Intelligence

Explainable Artificial Intelligence (XAI) encompasses methods and techniques that make the results of AI solutions understandable to human experts. It aims to provide transparency and interpretability in AI decision-making processes, contrasting with 'black box' models where the decision rationale is opaque. XAI is particularly valuable in critical fields such as healthcare, finance, and law, where understanding the decision-making process is essential.