It is found that PST is shaped by identity development and demographic factors, and the proposed Human-AI Self-Talk (HAIST) framework is proposed to guide the design of non-clinical AI companions to support learning and self-sufficiency.
Ann-Kareen Gedeus, N. Wagener, Ying-Xuan Li et al.· Proceedings of the 14th Nord...· 0 citations
Robots can recover from failures by asking bystanders for help, but effective human-in-the-loop recovery requires communication that accounts for differences in people's knowledge. Prior inverse-semantics work generates requests using a single listener model, leaving differences in listener knowledge untested. We intro...
Promise Ekpo, T. Vijay, Dhruv Mandalik et al.· 0 citations
Five deployment dilemmas involving persistence, attention, role boundaries, state disclosure, and escalation that require stakeholder specification are derived, further informing technical implications for learning, situated evaluation, and embodied adaptation.