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Vinayak Gupta

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Jun 2026

Report on The 1st Workshop on Human-Centered Proactive and Personalized Agents for Interactive Information Access at CHIIR 2026

A central theme across the workshop was that proactivity should not be understood only as earlier action or improved prediction, but as a form of initiative that must be appropriately timed, transparent, contestable, and aligned with user goals.

Kirandeep Kaur, Vinayak Gupta, Tanya G. Roosta et al. · 0 citations

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