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There's a New Term for Workers Freaking Out Over Being Replaced by AI
There isn't a ton of evidence to suggest that the introduction of AI has led to significant job losses, yet. But it has led to a significant amount of talk about job losses, and that appears to be taking a real toll on people. According to research published in the journal Cureus and spotted by Futurism, workers are increasingly suffering from distress caused by the constant fear of being replaced, and it's gotten so bad that it needs its own term. The researchers propose calling this new, modern anxiety "AI replacement dysfunction" or AIRD. The authors define it as 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)." The condition carries with it several common symptoms including anxiety, insomnia, depression, and identity confusion "that may reflect deeper fears about relevance, purpose, and future employability." It can also lead to sufferers dealing with additional challenges like psychiatric disorders and substance abuse. The anxiety over AI is definitely real. A recent Reuters/Ipsos poll found that 71% of respondents said they were concerned that AI will put "too many people out of work permanently." Pew Research found that more than half of Americans are worried about how AI in the workplace will impact their jobs, and most lower- and middle-class people believe AI will worsen their job prospects in the future. Another study found that people working in jobs particularly susceptible to automation are more likely to report feeling more stress and other negative emotions. And while surprisingly few job cuts have actually been attributed to AI directly (despite the fact that many companies have used AI as cover for broader layoffs), there certainly does seem to be damage being done to the workforce, as it relates to entry-level roles, in particular. Early-career workers are definitely having a much harder time finding jobs, which can at least in part be attributed to companies being more willing to turn over that labor to AI. But the reality is that the economy sucks regardless of the introduction of technological innovation, and the companies responsible for building AI benefit from the narrative that their models are capable of doing human-level work. So hearing about AI taking over your job is basically unavoidable, whether the threat is real or not. While AIRD isn't an accepted clinical diagnosis yet, the researchers have created a framework to help identify it, including a screening questionnaire designed to help clinicians spot potential symptoms. Treatments for the condition will be up to the clinician, but the researchers highlight Cognitive Behavioral Therapy and other cognitive restructuring techniques to "help patients build psychological resilience and restore a coherent sense of self."
[2]
It's Psychologically Devastating for Workers to Constantly Be Told They're Being Replaced by AI, Paper Finds
Two researchers are warning of the devastating psychological impacts that AI automation, or the threat of it, can have on the workforce. The phenomenon, they argue in a new article published in the journal Cureus, warrants a new term: AI replacement dysfunction (AIRD). The constant fear of losing your job could be driving symptoms ranging from anxiety, insomnia, paranoia, and loss of identity, according to the authors, which can manifest even in absence of other psychiatric disorders or other factors like substance abuse. "AI displacement is an invisible disaster," co-lead author Joseph Thornton, a clinical associate professor of psychiatry at the University of Florida, said in a statement about the work. "As with other disasters that affect mental health, effective responses must extend beyond the clinician's office to include community support and collaborative partnerships that foster recovery." Most of the attention on AI's mental health impacts has centered on the effects of personally using the tech, with widespread reports of AI pulling users into psychotic episodes or encouraging dangerous behavior. But the stress that arises from the widespread fears surrounding the tech might deserve a closer look in a clinical context, too. Job destruction is probably one of the biggest fears. A Reuters survey found that 71 percent of Americans are worried that AI could permanently put vast swaths of people out of work. The narrative is pushed by top figures in the industry. Anthropic CEO Dario Amodei, for example, infamously warned that AI could wipe out half of all entry-level white collar jobs. Microsoft's AI CEO Mustafa Suleyman added last week that AI could automate "most, if not all" white collar tasks within a year and a half. There're plenty of reasons to question these claims, but some number of AI-related layoffs are already happening. Amazon is in the middle of sacking 14,000 employees after boasting of the "efficiency gains" from using AI across the company. And one report found that AI was cited in the announcements of more than 54,000 layoffs last year. Enter AIRD. In the paper, the authors cite one study that showed a positive correlation between AI implementation in the workplace and anxiety and depression. Another cited study found that stress and other negative emotions are common for professionals in fields that are considered susceptible to AI automation. Co-lead author Stephanie McNamara, a psychology student at the University of Florida, said she coined the dysfunction after noticing a rise in AI-induced layoffs last year. "It made me think about the mental health impacts it is going to have on society," she said in the statement. According to the authors, AIRD will present uniquely for each sufferer, but will generally revolve around a cluster of symptoms including professional identity loss and loss of purpose. Some patients may even be in denial of AI's relevance as a "defense mechanism," they wrote. These may initially be foreshadowed with complaints related to insomnia and stress. The distress will not be "rooted in traditional psychopathology," the authors add, "but in the existential threat of professional obsolescence." AIRD is not a clinically recognized diagnosis yet, the authors stress. But they propose a method for screening for the disorder through a careful progression of open-ended questions that should eliminate other causes like substance abuse. It's important to recognize these as uniquely stemming from AI-related anxieties, they argue, because with the tech's rise, more clinicians will encounter patients whose symptoms don't arise from primary psychiatric disorders. "Equipping mental health professionals with the knowledge and tools to recognize and treat people with AIRD will be vital for societal acceptance of a condition that will increasingly affect the workplace," the researchers wrote.
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Two University of Florida researchers have proposed a new clinical term—AI replacement dysfunction (AIRD)—to describe the psychological toll of constant fears about job displacement by artificial intelligence. Published in the journal Cureus, the study highlights how anxiety, insomnia, and identity loss are affecting workers even before actual layoffs occur, with 71% of Americans worried about widespread job losses.
Researchers at the University of Florida have introduced a new term to capture the mounting psychological distress experienced by individuals facing the constant threat of being replaced by artificial intelligence. Published in the journal Cureus, the study proposes "AI replacement dysfunction" (AIRD) as a clinical construct describing the anxiety, insomnia, and identity loss that workers experience when confronted with automation fears
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. The condition reflects deeper concerns about relevance, purpose, and future employability in an era where artificial intelligence increasingly dominates workplace conversations.
Source: Futurism
Co-lead author Joseph Thornton, a clinical associate professor of psychiatry at the University of Florida, describes the phenomenon as an "invisible disaster" that requires responses extending beyond traditional clinical settings
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. His colleague Stephanie McNamara, a psychology student who coined the term, noticed a troubling rise in AI-induced layoffs last year and began considering the mental health impacts on society at large.The fear of job displacement by artificial intelligence has reached alarming levels across the American workforce. A Reuters/Ipsos poll found that 71% of respondents expressed concern that AI will put "too many people out of work permanently"
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. Pew Research data shows more than half of Americans worry about how AI in the workplace will impact their jobs, with most lower- and middle-class people believing AI will worsen their job prospects in the future1
.The threat of professional obsolescence has become particularly acute for certain demographics. Early-career workers are experiencing significant difficulty finding employment, partly because companies increasingly turn entry-level tasks over to AI systems
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. Industry leaders have amplified these concerns through bold predictions: Anthropic CEO Dario Amodei warned that AI could eliminate half of all entry-level white collar jobs, while Microsoft's AI CEO Mustafa Suleyman claimed AI could automate "most, if not all" white collar tasks within a year and a half2
.While surprisingly few job cuts have been directly attributed to AI, the psychological damage to the workforce remains substantial. Amazon recently announced plans to cut 14,000 employees after highlighting "efficiency gains" from using AI across the company
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. One report documented more than 54,000 layoffs last year where AI was cited in termination announcements2
. Many companies have used AI as cover for broader layoffs, creating an environment where the narrative of automation-driven job displacement persists regardless of actual implementation.
Source: Gizmodo
Studies have established clear connections between automation fears and worker wellbeing. Research cited in the Cureus paper showed a positive correlation between AI implementation in the workplace and both anxiety and depression. Another study found that professionals in fields considered susceptible to automation commonly report elevated stress and other negative emotions
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.Related Stories
AI replacement dysfunction presents through a cluster of symptoms that may include anxiety, insomnia, depression, and identity confusion. The condition can also lead to psychiatric disorders and substance abuse in some cases
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. According to the researchers, AIRD manifests uniquely for each sufferer but generally revolves around professional identity loss and loss of purpose. Some patients may even deny AI's relevance as a defense mechanism2
.The distress stems not from traditional psychopathology but from the existential threat of becoming professionally obsolete
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. Initial symptoms often appear as complaints related to insomnia and stress, making early identification critical for mental health professionals.While AIRD is not yet a clinically recognized diagnosis, the researchers have developed a screening questionnaire designed to help clinicians identify potential symptoms
1
. The screening method uses careful progression of open-ended questions to eliminate other causes like substance abuse, ensuring the anxiety stems specifically from AI-related concerns2
.Treatment recommendations emphasize Cognitive Behavioral Therapy and other cognitive restructuring techniques to help patients build psychological resilience and restore a coherent sense of self
1
. The researchers stress that equipping mental health professionals with knowledge and tools to recognize and treat AIRD will be vital for societal acceptance of a condition that will increasingly affect the workplace2
. As automation continues to reshape employment landscapes, understanding these mental health impacts becomes essential for supporting workforce wellbeing and developing effective community support systems.Summarized by
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