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DARPA's Explainable Artificial Intelligence (XAI) Program
2019
The AI Magazine
Dramatic success in machine learning has led to a new wave of AI applications (for example, transportation, security, medicine, finance, defense) that offer tremendous benefits but cannot explain their decisions and actions to human users. DARPA's explainable artificial intelligence (XAI) program endeavors to create AI systems whose learned models and decisions can be understood and appropriately trusted by end users. Realizing this goal requires methods for learning more explainable models,
doi:10.1609/aimag.v40i2.2850
fatcat:2woifhwpdbcvbce5e6dm7xc4vm