Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2608.18638.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Report from the 1st Workshop on Human-Centered Proactive and Personalized Agents at CHIIR 2026. It covers the shift from reactive query-response to agentic systems that personalize, retain context, infer needs, and initiate support. Key themes include calibrated initiative, trust, transparency, contestability, and evaluation beyond task accuracy.

A primary-source synthesis of open challenges in building proactive, initiative-taking agents. Useful for designers and researchers working on agent timing, value alignment, and evaluation beyond accuracy.

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