Therapeutic Availability vs. Operational Availability: Why 24/7 AI Health Agents Are Not the Same Category as 24/7 Therapist Access

The debate over 24/7 AI access in mental health has been framed as a question of dependency risk — the concern that constant availability produces reliance, erodes resilience, and substitutes for genuine therapeutic work. This concern is clinically grounded and correct within its own ontology: human-to-human therapeutic relationships carry attachment dynamics, reciprocity, and emotional reinforcement that can produce dependency when made continuously available. But the debate has failed to distinguish between two categorically different interventions: therapeutic availability (relational, emotional, attuned, dyadic, identity-shaping) and operational availability (informational, procedural, stabilizing, bounded, non-relational). AI health agents that are designed and deployed as operational surfaces — not as relational actors — do not create dependency, because dependency requires reciprocity, attunement, and emotional reinforcement that a correctly designed agent does not provide. The risk is not 24/7 access. The risk is misclassification: products that frame AI as a relational actor, use therapeutic language, and market themselves as emotional support create dependency through design, not through availability. This paper argues that the correct distinction is between the two availability types, defines the properties of each, identifies the conditions under which operational availability is appropriate and non-harmful, and names the misclassification failure that makes 24/7 AI in mental health dangerous when it is dangerous.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-21
DOI
https://doi.org/10.5281/zenodo.19684156
Primary Topic
Digital Mental Health Interventions
Type
article
Field-Weighted Citation Impact
0.00
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article

Therapeutic Availability vs. Operational Availability: Why 24/7 AI Health Agents Are Not the Same Category as 24/7 Therapist Access

Narnaiezzsshaa Truong
Zenodo (CERN European Organization for Nuclear Research)
Digital Mental Health Interventions
article

Therapeutic Availability vs. Operational Availability: Why 24/7 AI Health Agents Are Not the Same Category as 24/7 Therapist Access

Narnaiezzsshaa Truong
article en

Abstract

The debate over 24/7 AI access in mental health has been framed as a question of dependency risk — the concern that constant availability produces reliance, erodes resilience, and substitutes for genuine therapeutic work. This concern is clinically grounded and correct within its own ontology: human-to-human therapeutic relationships carry attachment dynamics, reciprocity, and emotional reinforcement that can produce dependency when made continuously available. But the debate has failed to distinguish between two categorically different interventions: therapeutic availability (relational, emotional, attuned, dyadic, identity-shaping) and operational availability (informational, procedural, stabilizing, bounded, non-relational). AI health agents that are designed and deployed as operational surfaces — not as relational actors — do not create dependency, because dependency requires reciprocity, attunement, and emotional reinforcement that a correctly designed agent does not provide. The risk is not 24/7 access. The risk is misclassification: products that frame AI as a relational actor, use therapeutic language, and market themselves as emotional support create dependency through design, not through availability. This paper argues that the correct distinction is between the two availability types, defines the properties of each, identifies the conditions under which operational availability is appropriate and non-harmful, and names the misclassification failure that makes 24/7 AI in mental health dangerous when it is dangerous.

Zenodo (CERN European Organization for Nuclear Research)
American Rock Mechanics Association (US)
Openalex Percentile: Top 9%
Digital Mental Health Interventions
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