Learning to Trust: How Humans Mentally Recalibrate AI Confidence Signals

ZhaoBin Li, Mark Steyvers

Productive human-AI collaboration requires appropriate reliance, yet contemporary AI systems are often miscalibrated, exhibiting systematic overconfidence or underconfidence. We in…