What you might be experiencing
Impostor syndrome is the persistent belief that your competence is not real — that you have been lucky, that others will eventually find you out, and that you do not truly belong where you are. In ordinary circumstances it can be easy to keep that voice quiet. But when AI changes how tasks get done, reviewed, and compared, it hands that voice new material. A skill you felt genuinely confident about may now look different next to machine output, and your brain can interpret that gap as proof of something you feared all along.
This can feel specific and unsettling in ways that older forms of impostor syndrome did not. You might find yourself rehearsing how you would explain your limitations if anyone asked. You might spend more time polishing work than you used to, not because standards have changed but because you feel newly exposed. Some people pull back from visibility — fewer questions in meetings, less willingness to share work in progress — because uncertainty feels like evidence of fraud rather than a normal part of learning. If any of that sounds familiar, the experience is real, even if the story your brain is telling you about what it means is not.
What can help
Managing impostor syndrome in an AI-shifted workplace starts with separating your identity from the learning curve. Unfamiliarity with a new tool is not a character verdict — it is information about where you are in a process that almost everyone around you is also navigating, whether or not they are saying so. One concrete starting point: choose a single AI-related skill to practice deliberately, look for examples of what good work actually looks like in your context, and measure your progress against your own earlier baseline rather than against the most visible adopter in the room.
For mild to moderate impostor feelings, those kinds of reframes can genuinely help, especially when paired with a mentor or trusted colleague who can give you honest, specific feedback. What impostor syndrome thrives on is vagueness — the unexamined feeling that something is off. Concrete feedback, even critical feedback, tends to shrink it. That said, if the feelings are driving avoidance, perfectionism, compulsive overwork, or anxiety that is hard to switch off, self-directed strategies are unlikely to be enough on their own. That is a reasonable point to bring a therapist into the conversation — not because anything is seriously wrong, but because that pattern responds well to structured support.
When to reach out
Reaching out for support is not a last resort — it is a reasonable choice whenever something is consistently getting in the way of how you want to live and work. With impostor syndrome, the signals worth paying attention to include: difficulty accepting positive feedback even when you believe the source, avoidance of opportunities you actually want, panic or dread before situations where you might be evaluated, and a pattern of overworking that never quite settles the anxiety underneath it.
A therapist can help you examine the specific story impostor syndrome is telling you and test it against what is actually true. That kind of structured work tends to move faster than trying to argue yourself out of the feeling alone. A mentor or supervisor can also play a role — not as a therapist, but as someone who can offer concrete, grounded perspective on your actual performance.
If impostor feelings are connected to a deeper sense of hopelessness, or if you are having thoughts of self-harm, please do not wait. If you are in the US and need immediate support, you can call or text 988 (Suicide & Crisis Lifeline) at any time.