AI Evaluation Should Work With Humans

arXiv:2608.13577v1 Announce Type: new Abstract: This position paper argues that the dominant paradigm of AI evaluation which focuses on superhuman autonomous performance and so implicitly targets the goal of replacing humans is guiding AI development in the wrong direction.