Related Experiment Video
Updated: Jan 16, 2026

High-definition Transcranial Direct Current Stimulation over Right Dorsolateral Prefrontal Cortex to Enhance Metacognitive Sensitivity
Published on: September 26, 2025
Artificial Intelligence Replacement Dysfunction (AIRD): A Call to Action for Mental Health Professionals in an Era of
Stephanie McNamara1, Joseph E Thornton1
1Department of Psychiatry, University of Florida College of Medicine, Gainesville, USA.
None:
Artificial intelligence replacement dysfunction (AIRD) is a new, proposed clinical construct describing the psychological and existential distress that could be experienced by individuals facing the threat or reality of job displacement due to artificial intelligence (AI). As AI systems increasingly automate tasks across industries, workers may present to mental health professionals with symptoms such as anxiety, insomnia, depression, or identity confusion symptoms that may reflect deeper fears about relevance, purpose, and future employability. This paper introduces AIRD as a conceptual framework for understanding these presentations, outlines common symptom patterns, proposes practical tools for screening and intervention, and suggests an imperative for advocacy. We describe therapeutic strategies, including motivational interviewing, narrative therapy, occupational identity restructuring, and adaptation. Additionally, we urge clinicians to take on systems-level advocacy roles in shaping institutional, educational, and policy responses to AI-related workforce disruptions. For clinical practitioners, increasing awareness of AIRD may improve therapeutic recognition and intervention. As AI transforms the labor landscape, mental health professionals must be prepared to recognize and respond to the emotional and social consequences it leaves in its wake.
Related Concept Videos
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
The Availability Heuristic
Current Trends in Nursing II
Non-equilibrium in the Cell
Halo Effect
Introduction to Cognitive Psychology
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
