… intelligent machines”); Turek, supra note 2 (“Explainable AI—especially explainable machine
learning—… manage an emerging generation of artificially intelligent machine partners.”). 24. …

… explainable -artificial-intelligence [https://perma.cc/ZBP4-UAN2] ('Explainable Al-especially
explainable machine learning … emerging generation of artificially intelligent machine partners.…

… The field of explainable artificial intelligence (XAI) has emerged in response to the need for
human understanding of AI models. Evolutionary computation (EC), as a family of powerful …

… The authors also thank Matt Turek and Dave Gunning for their visionary and supportive
leadership of the DARPA XAI program. This work was supported by Defense Advanced …

… artificial intelligence (AI): Could they understand how AI reasons, makes decisions, and
chooses its actions? The military is among the institutions using artificial intelligence … Matt Turek, …

… or play a song are unlikely to require much explainability. Determining the prediction
accuracy vis-à-vis explainability requirements for different classes of marketing applications will …

… explainability is under-focused. In this work, we introduce a novel approach for an AI-based
explainable … Explainable artificial intelligence via bayesian teaching. In NIPS 2017 workshop …

… Artificial intelligence is an alluring technology which companies and governments hope to
… This has encouraged the development of a field of "explainable artificial intelligence", or XAI. …

The pervasive integration of Artificial Intelligence (AI) in society presents both opportunities
and challenges, with the black-box issue emerging as a significant obstacle in realizing the …

The rise of complex AI systems in healthcare and other sectors has led to a growing area of
research called Explainable AI (XAI) designed to increase transparency. In this area, …