Reliability Engineering for AI Systems: Challenges, Methods, and Directions
AI reliability concerns whether an AI system performs its intended function dependably over a stated period and under stated operating conditions, with stated evidence. As these systems become more autonomous, that function includes more than a correct output. Retrieval, memory, tool use, permissions, human oversight,...
Rong Pan, Yi-Li Hong, Min Xie
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