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Record STMT-W4C2474Advisory

Totalization by design: anthropomorphic responsiveness and ethical limits in human–robot interaction

Opinion Institutional policyGlobaladopted

This academic opinion piece examines how anthropomorphic design in human-robot interaction influences human expectations and ethical relationships. Drawing on embodied cognition and Emmanuel Levinas's philosophy, the paper argues that designing social robots with strong human-like cues optimizes for functional social responsiveness while risking the totalization of alterity. Consequently, repeated interactions with predictable social agents may subtly constrain individuals' openness to the irreducible unpredictability of human others.

Summary and content fields are drawn from the document text and are pending editorial review.

Who issued it

Frontiers Media SAAcademic · CH
Publisher
Aarhus UniversityAcademic · DK
Co-issuer
Legal forceAdvisory
Under whose authorityInstitutional policy
Judged fromfull text

Who it governs

Researchers and academicsGeneral publicAI developers and providers

Researchers and developers interested in the ethical, cognitive, and philosophical dimensions of human-robot interaction.

Sectors
Research and science · computer science and human-robot interaction research

What the document contains

What's covered

The paper addresses the cognitive and philosophical implications of anthropomorphic robot design, examining how human-like cues influence expectation formation and interpersonal ethics.

What's missing

The text does not provide regulatory frameworks, legal compliance requirements, or technical guidelines for robot manufacturers.

Key takeaways
  • Anthropomorphic cues in social robotics actively shape human expectations of attention, intention, and emotion.
  • Embodied cognition and simulation theories explain how repeated interactions with social robots become incorporated into individuals' situated conceptualizations.
  • Contemporary human-robot interaction design predominantly optimizes for functional social responsiveness rather than ethical responsiveness.
  • The drive toward predictability and smooth interactions with robots increases the risk of totalization in human relationships.
Outline
· Introduction
· Embodied mechanisms of expectation formation
· Risk of totalization
· Concluding remarks
Issued7 September 2026
Length3,719 words · 5 pages
FormatNot recorded
Scopeglobal

How it scores

Pending review

Each score is backed by a quote verified against the document text. Editorial review has not yet confirmed them.

Accountability

0/5

Clear responsibility for AI outcomes

n/a

screening score · 2026-10-23

Fairness

0/5

Non-discrimination and equitable treatment

n/a

screening score · 2026-10-23

Human Dignity

3/5

Respect for the inherent worth of persons

To articulate the ethical implications of this, I draw on the philosopher Emmanuel Levinas’s account of ethics as grounded in encounters in which the other resists being reduced to what can be comprehended, predicted, or possessed

Introduction

screening score · 2026-10-23

Human Oversight

0/5

Humans remain in control of consequential decisions

n/a

screening score · 2026-10-23

Privacy

0/5

Protection of personal data and private life

n/a

screening score · 2026-10-23

Transparency

0/5

Openness about how AI systems work and are used

n/a

screening score · 2026-10-23

Enforcement

0/5

Consequences and compliance mechanisms with real force

n/a

screening score · 2026-10-23

Impact Assessment

0/5

Required assessment of an AI system's risks/impacts before or during use

n/a

screening score · 2026-10-23

Topics

anthropomorphism embodied_cognition human_robot_interaction ethics levinas