Position: Human-Centric AI Requires a Minimum Viable Level of Human Understanding

Fangzhou Lin, Qianwen Ge, Lingyu Xu +7

AI systems increasingly produce fluent, correct, end-to-end outcomes. Over time, this erodes users' ability to explain, verify, or intervene. We define this divergence as the Capab…