The Risk of Professional Mediocrity: How Over-Reliance on AI Could Stifle Career GrowthMomo Productions | Digitalvision | Getty ImagesUsing artificial intelligence can lead to professional stagnation and mediocrity, warns Sandra Matz, a professor at Columbia Business School. Her research suggests that when employees use AI to outsource critical thinking or creative reasoning, they risk becoming complacent and falling behind. Matz notes that because many AI tools are programmed to provide the most obvious and safe responses, users run the risk of becoming indistinguishable from everyone else.
According to a study from the Federal Reserve Bank of St. Louis published in March, 43% of U.S. workers report using AI for professional tasks. However, professionals may struggle to differentiate between productive and detrimental uses of the technology. Fred Oswald, an industrial-organizational psychologist and former member of the National Artificial Intelligence Advisory Committee, described the current landscape as a “Wild West” of AI use that requires careful management to mitigate risks while maximizing benefits.
### AI should not ‘eplace judgment’
Matz suggests that AI can be an exceptional tool for boosting productivity by automating mundane tasks or acting as a brainstorming partner. However, she cautions against allowing technology to replace personal problem-solving and creativity. “The moment all employees start consulting AI when developing their ideas, independent thinking begins to give way to algorithmic consensus,” Matz explained.
Americus Reed II, a marketing professor at the Wharton School of Business, noted that colleagues often describe the outsourcing of critical thinking to AI as “cognitive surrender.” Instead, Reed recommends using AI for summarizing information, analyzing data, and organizing ideas. “It should remove friction, not replace judgment,” he stated. “The goal is to spend less time processing information and more time creating meaning.”
### There is a Wild West of AI use. Fred Oswald an industrial-organizational psychologist
Early-career professionals should be particularly cautious that AI does not impede their learning process, according to Dorothy Leidner, a business and ethics professor at the University of Virginia’s McIntire School of Commerce. “The risk is higher for younger workers who do not yet have the deep expertise required to use AI as a thought enhancer rather than a thought generator,” Leidner warned.
### Using AI with colleagues can ‘erode trust’
Using AI to draft emails or internal messages can gradually diminish workplace trust, Matz noted. While AI is effective for summarizing meetings or compiling reports, informal communication should remain organic. “The moment we suspect that a message has been outsourced to AI, we might start to question whether our colleagues care enough to write to us themselves,” she said.
Matz emphasized that the imperfections and spontaneous nature of human communication are often what build strong professional connections. “Preserving those human signals in our interactions is going to be a major challenge for organizations adopting AI,” she said. Leidner added that over-reliance on “digital twins”—virtual clones that handle communication—could lead to a state where no actual communication is occurring if AI is simply responding to other AI.
### Find your meaning where AI falls short
Eva Selenko, a work psychology professor at Loughborough University, expressed concern regarding people using AI for tasks that are central to their professional identity. “Witnessing a tool outperforming you on a central task of your expertise can be a status threat,” Selenko said. “If these opportunities are taken away, your self-concept gets a bit more shaky.”
As technology improves, these challenges may become inevitable. “When AI performs tasks you’ve long considered ‘your thing,’ it’s natural to ask, ‘What value do I still bring?'” Reed said. He suggested that the solution is not to reject the tools, but to find value in qualities that AI cannot replicate. “Workers must remember that adopting AI is not the same as outsourcing your identity. Technology changes quickly, but uniquely human skills—judgment, creativity, curiosity, and relationships—become even more valuable.”