K. Hu

From Calibrated Confidence to Calibrated Reliance: Human-Aware Confidence Communication for AI-Assisted Decision Making

It is suggested that confidence interfaces should be evaluated for human–AI team behavior, with explicit support, transparency, and robustness checks, rather than for model-side statistical fidelity alone.