Humanoids in STEM outreach: a framework for responsible deployment through engaged research

This perspective reports on 2025 field deployments of a full-size humanoid robot across diverse settings, from a large-scale mental health charity event to primary and secondary classrooms in Ireland. While high-fidelity humanoids significantly increase student engagement and ’social relief’, they introduce complex challenges regarding physical safety, anthropomorphic bias, and regulatory compliance. We describe a ‘Tin Man’ framing strategy used to manage student expectations and report on the technical limitations of LLM-driven interactions in sensitive environments. We argue that the move toward life-size humanoids in schools requires a shift from pedagogy-first to governance-first deployment strategies. Key recommendations include age-gating full-size systems for secondary education and establishing clear ‘kinematic buffer zones.’ This work contributes to the emerging discourse on the ethical and physical integration of high-mass robotics in public and educational spaces.

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Publication Details

Journal
Frontiers in Education
Published
2026-04-13
DOI
https://doi.org/10.3389/feduc.2026.1792322
Primary Topic
Social Robot Interaction and HRI
Type
article
Field-Weighted Citation Impact
0.00
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article

Humanoids in STEM outreach: a framework for responsible deployment through engaged research

Cornelia Connolly, Maximiliano A Delgado, Derek Timothy O'Keeffe
Frontiers in Education
Social Robot Interaction and HRI
article

Humanoids in STEM outreach: a framework for responsible deployment through engaged research

Cornelia Connolly, Maximiliano A Delgado, Derek Timothy O'Keeffe
article en

Abstract

This perspective reports on 2025 field deployments of a full-size humanoid robot across diverse settings, from a large-scale mental health charity event to primary and secondary classrooms in Ireland. While high-fidelity humanoids significantly increase student engagement and ’social relief’, they introduce complex challenges regarding physical safety, anthropomorphic bias, and regulatory compliance. We describe a ‘Tin Man’ framing strategy used to manage student expectations and report on the technical limitations of LLM-driven interactions in sensitive environments. We argue that the move toward life-size humanoids in schools requires a shift from pedagogy-first to governance-first deployment strategies. Key recommendations include age-gating full-size systems for secondary education and establishing clear ‘kinematic buffer zones.’ This work contributes to the emerging discourse on the ethical and physical integration of high-mass robotics in public and educational spaces.

Frontiers in EducationVol. 11
Ollscoil na Gaillimhe – University of Galway (IE)
Openalex Percentile: Top 23%
Social Robot Interaction and HRI
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