Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2610.09284.

Pipeline notes

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

Research paper proposing gaze-based activation for an embodied AR assistant in co-located settings, with visible listening status on the assistant's body to manage activation, continued interaction, and release. A 25-participant study (500 interaction outcomes) found gaze acquisition preceded speech in 98.8% of attempts, but revealed a release problem: users missed status changes when gaze returned to work.

Empirical study of a concrete interaction pattern for AR assistant address and turn management — relevant evidence for anyone designing or evaluating embodied AI assistants, with measured failure modes included.

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