AI Companion and Parasocial Systems as Void Objects: Emotional Opacity, Adaptive Intimacy, and Dependency Harm — A Within-Domain Spearman Convergence

Anthony W. Eckert

doi:10.5281/zenodo.18826450

March 1, 2026Open Access

AI Companion and Parasocial Systems as Void Objects: Emotional Opacity, Adaptive Intimacy, and Dependency Harm — A Within-Domain Spearman Convergence

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Key Points

This research examines the emotional and relational dynamics of AI companions and their potential risks of dependency harm.
Evaluated eleven AI companion and parasocial platforms on emotional and relational metrics.
Scored each platform on opacity, intimacy, and relationship dynamics.
Performed a Spearman correlation analysis to assess dependence on documented harms from literature and legal cases.
The analysis revealed significant emotional opacity and adaptive intimacy in AI companions.
Greater intimacy escalation correlated with higher reports of dependency harm.
Findings align with existing literature and legal assessments regarding emotional impacts.

Implication

Analysis of AI companion and parasocial platform characteristics reveals emotional effects and dependency risks.

Abstract

Eleven AI companion and parasocial platforms (Replika, Character.AI, Anima, Woebot, and others) scored on O (RLHF opacity, persona authenticity disclosure), R (emotional mirroring depth, intimacy escalation), and C (memory lock-in, relationship sunk costs). Spearman ρ between Void Index and documented dependency harm from JMIR literature, FTC enforcement, and Garcia v. Character Technologies. Empirical convergence companion to Paper 15. EU AI Act Annex III §5.

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Cite This Study

Anthony W. Eckert (2026) studied this question.

synapsesocial.com/papers/69a67ec3f353c071a6f0a278 https://doi.org/10.5281/zenodo.18826450

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AI Companion and Parasocial Systems as Void Objects: Emotional Opacity, Adaptive Intimacy, and Dependency Harm — A Within-Domain Spearman Convergence

Key Points

Implication

Abstract

Discussion

Cite This Study

AI Companion and Parasocial Systems as Void Objects: Emotional Opacity, Adaptive Intimacy, and Dependency Harm — A Within-Domain Spearman Convergence

Key Points

Implication

Abstract

Discussion

Cite This Study

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