id author title date pages extension mime words sentence flesch summary cache txt ital-14683 Ridley, Michael Explainable Artificial Intelligence (XAI) 2022-06-15 17 .pdf application/pdf 7159 311 23 The purpose of XAI is for AI systems to have “the ability to explain their rationale, characterize their strengths and weaknesses, and convey an understanding of how they will behave in the future” 12 and to “enable human users to understand, appropriately trust, and effectively manage the emerging generation of artificially intelligent partners. Typically, proofs are only available for AI systems that use “inherently interpretable” techniques such as rules, decisions trees, or linear regressions.20 Validations are explanations that confirm the veracity of the AI system. cache/ital-14683.pdf txt/ital-14683.txt