Sidestepping the pitfalls of overconfidence with plausible deniability

Although confidence can serve as both a blessing and a curse, new research from the University of Notre Dame shows how people can reap the rewards without risking the social penalties for overconfidence.

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At the 2026 Shamrock Series, scholars from the Human-centered Analytics Lab demonstrated how in-person facilitators combined with social robots using generative AI can deliver personalized reminiscence therapy for memory care patients.

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