as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
summarize the definition of ai explainability.
user
ai explainability is an emerging field which seeks to understand the reasoning behind a given ai decision. this involves analyzing an ai system's data visualizations, explanations, predictions, and decisions in order to determine how and why it reached a conclusion. it is a necessary prerequisite for ensuring an ai system can be trusted and is used in applications such as healthcare, finance, and autonomous systems.
assistant