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Main Authors: Gonzalez, Jesse T., Khanuja, Neeta, Li, Michael, Guo, Maggie, Olaitan, Layomi, Lau, Emily, Pugh, Jennifer, Ion, Alexandra, Hudson, Scott E.
Format: Preprint
Published: 2026
Subjects:
Online Access:https://arxiv.org/abs/2603.13633
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author Gonzalez, Jesse T.
Khanuja, Neeta
Li, Michael
Guo, Maggie
Olaitan, Layomi
Lau, Emily
Pugh, Jennifer
Ion, Alexandra
Hudson, Scott E.
author_facet Gonzalez, Jesse T.
Khanuja, Neeta
Li, Michael
Guo, Maggie
Olaitan, Layomi
Lau, Emily
Pugh, Jennifer
Ion, Alexandra
Hudson, Scott E.
contents What happens when your walls begin to move? This paper explores the design of human-robot interaction for architectural-scale, shape-changing environments. We present findings from two studies: (1) a series of speculative design workshops (N=20) that uncovered aspirational visions for these spaces, and (2) a task-based Wizard-of-Oz elicitation study (N=12) that grounded these visions in the challenges of practical interaction. Our workshop findings reveal a complex landscape of user desires, exposing critical tensions between proactive automation and the preservation of user autonomy, and between personalization and public ownership. Our elicitation study reveals a set of core interaction challenges related to multimodal collaboration; and, most critically: suggests the need for a modality-agnostic model of evolving user intent. We conclude with a set of grounded proposals for creating robotic environments that are collaborative and trusted partners in everyday life.
format Preprint
id arxiv_https___arxiv_org_abs_2603_13633
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Towards Fluent Interaction with Cyber-Physical Architecture
Gonzalez, Jesse T.
Khanuja, Neeta
Li, Michael
Guo, Maggie
Olaitan, Layomi
Lau, Emily
Pugh, Jennifer
Ion, Alexandra
Hudson, Scott E.
Human-Computer Interaction
What happens when your walls begin to move? This paper explores the design of human-robot interaction for architectural-scale, shape-changing environments. We present findings from two studies: (1) a series of speculative design workshops (N=20) that uncovered aspirational visions for these spaces, and (2) a task-based Wizard-of-Oz elicitation study (N=12) that grounded these visions in the challenges of practical interaction. Our workshop findings reveal a complex landscape of user desires, exposing critical tensions between proactive automation and the preservation of user autonomy, and between personalization and public ownership. Our elicitation study reveals a set of core interaction challenges related to multimodal collaboration; and, most critically: suggests the need for a modality-agnostic model of evolving user intent. We conclude with a set of grounded proposals for creating robotic environments that are collaborative and trusted partners in everyday life.
title Towards Fluent Interaction with Cyber-Physical Architecture
topic Human-Computer Interaction
url https://arxiv.org/abs/2603.13633