"Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making

Understand

In AI-assisted decision-making, it is crucial but challenging for humans to achieve appropriate reliance on AI.

• This paper approaches this problem from a human-centered perspective, "human self-confidence calibration".
• We begin by proposing an analytical framework to highlight the importance of calibrated human self-confidence.
• In our first study, we explore the relationship between human self-confidence appropriateness and reliance appropriateness.