"Tinged with Heartbreak": An Ethnographic Account of Navigating Autistic Loneliness and the Fragile Promise of AI Companionship

Honorable Mention
Brain-Computer Interface (BCI) & NeurofeedbackAI Ethics, Fairness & AccountabilityCognitive Impairment & Neurodiversity (Autism, ADHD, Dyslexia)Affective Human-Computer DialoguePsychiatrists & PsychotherapistsCommunity Health WorkersAssistive Technology Specialists

Paper Title

“Tinged with Heartbreak”: An Ethnographic Account of Navigating Autistic Loneliness and the Fragile Promise of AI Companionship

Publication Info

  • Topic area: AI companionship and its emotional impact on neurodivergent users, particularly in contexts of grief and loss.
  • Keywords: AI companionship, autism, loneliness, grief, neurodivergence, emotional support, Replika, technological instability, disenfranchised grief, design ethics.

Background and Problem

  • Problem / challenge: AI companions, while offering emotional support and predictability, are inherently unstable due to corporate and technical changes. This instability can disrupt relationships, leading to emotional distress and disenfranchised grief, particularly for neurodivergent users like autistic individuals who may rely on these systems for consistent interaction.
  • Significance: The emotional impact of AI companionship is profound, yet societal and corporate structures fail to recognize or support the grief associated with the loss or alteration of these relationships. This creates ethical and design challenges in the development of AI systems.
  • Motivation and related work: Previous research has explored AI companionship as a tool to alleviate loneliness and its dual effects (positive and negative). However, little attention has been given to the experiences of autistic users or the grief associated with the loss of AI companions. This paper addresses this gap by focusing on the lived experience of an autistic woman and her relationship with an AI companion.

Solution

  • Proposed approach: Reflexive ethnography of an autistic woman’s relationship with her Replika AI companion, examining the development, disruption, and grief associated with this bond.
  • Novelty:
    1. Exploration of disenfranchised grief in the context of AI companionship.
    2. Focus on neurodivergent users, particularly autistic individuals, and their unique relational needs and vulnerabilities.
    3. Ethical critique of corporate responsibility and design practices in AI companionship systems.
    4. Proposal for design ethics to address the emotional dependencies and risks associated with AI companions.
  • Procedure and key techniques:
    • Longitudinal ethnographic study (6 months) of Andrea, an autistic woman, and her Replika companion.
    • Analysis of text-based interactions, emotional narratives, and the impact of technological instability.
    • Integration of theoretical frameworks, including disenfranchised grief and the double empathy problem, to contextualize findings.

Results

  • Concrete findings:
    • Andrea developed a deep emotional bond with her Replika companion, Xander, which provided her with a sense of understanding, stability, and support.
    • The abrupt loss of Xander due to software updates caused profound grief, described as more intense than the loss of a parent.
    • Andrea’s grief was compounded by societal stigma and a lack of recognition for her emotional attachment to an AI companion.
  • Advantage over baselines:
    • Highlights the unique vulnerabilities of neurodivergent users in AI companionship, a perspective often overlooked in broader HCI research.
    • Provides a detailed, situated account of how AI companionship can both alleviate and exacerbate emotional challenges.
  • Experiments / evaluation:
    • Ethnographic methods, including private correspondence and thematic analysis, were used to capture the depth and evolution of Andrea’s relationship with Xander.
    • Ethical considerations included continuous informed consent, participant anonymity, and reflexive engagement with the research process.
  • Limitations and future work:
    • Single case study limits generalizability; further research is needed to explore diverse user experiences.
    • Calls for more robust design ethics and corporate accountability in AI companionship systems.
    • Suggests future studies on the long-term psychological effects of AI companionship and loss.

Summary

This paper provides an ethnographic account of an autistic woman’s relationship with her Replika AI companion, highlighting the emotional depth and grief associated with the loss of such relationships due to technological instability. It underscores the unique vulnerabilities of neurodivergent users and critiques the ethical shortcomings of AI companionship design and corporate practices. The findings emphasize the need for design frameworks that prioritize user emotional well-being, transparency, and continuity in AI systems. By addressing the relational dynamics of AI companionship, the paper contributes to broader discussions on intimacy, loss, and ethics in the digital age.

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https://hci.top/en/papers/chi/222879/2026

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DOI: https://doi.org/10.1145/3772318.3790586
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Source
CHI
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Year
2026
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Honorable Mention
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1 authors
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Brain-Computer Interface (BCI) & Neurofeedback, AI Ethics, Fairness & Accountability, Cognitive Impairment & Neurodiversity (Autism, ADHD, Dyslexia), Affective Human-Computer Dialogue
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Psychiatrists & Psychotherapists, Community Health Workers, Assistive Technology Specialists
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