182 citations · 375 across the 26 of their papers we have counts for
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cs.HC2026
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…
cs.HC2026★ 1 cited
Strategic Shaping of Human Prosociality: A Latent-State POMDP Framework
Zahra Zahedi, Xinyue Hu, Shashank Mehrotra +2
We propose a decision-theoretic framework in which a robot strategically can shape inferred human's prosocial state during repeated interactions. Modeling the human's prosociality…
cs.HC2025
When not to help: planning for lasting human-AI collaboration
Mark Steyvers, Lukas Mayer
AI systems and technologies that can interact with humans in real time face a communication dilemma: when to offer assistance and how frequently. Overly frequent or contextually re…