Inspira Advantage recently surveyed 145 premed students and medical school applicants about their use of AI tools, their stress levels, and their views on the future of AI in medicine. Below is a clear breakdown of the survey’s findings.
AI has become a standard part of the admissions workflow. About 85% of respondents reported using AI in some capacity during their preparation. Only a small minority avoid AI altogether.
Most students feel the tools have a tangible benefit. Roughly 84% said AI improved the quality of their materials, whether through editing, idea generation, or helping them learn difficult concepts more efficiently.
When asked how they use AI most often, respondents identified a clear set of top use cases:
The remaining responses were small creative or niche uses, such as organizing experiences or generating resume phrasing.
Among those who use AI, ChatGPT is the leading platform, chosen by 65.5% of respondents. Gemini (9.7%), Claude (8.3%), Perplexity (4.1%), and Grok (2.8%) follow at significantly lower levels.
This distribution shows that while applicants explore alternatives, most rely on ChatGPT as their core writing and study assistant.
The survey shows that the emotional toll of applying to medical school is widespread and significant. 59.3% of respondents said they frequently feel overwhelmed during the admissions cycle, which means more than half of applicants experience sustained stress as they balance coursework, clinical hours, exam preparation, and application deadlines.
Another 31% feel overwhelmed occasionally, showing that even applicants who are otherwise confident or well prepared still experience regular spikes in stress. Only 6.9% rarely feel overwhelmed, and 2.8% never do, making them a very small minority.
This emotional strain med school applicants feel often translates into a need for outside support. When asked whether they felt the need for therapy:
In total, 70% experienced at least some need for therapy while applying.
Considering the want for therapy and support, students were asked how comfortable they feel sharing sensitive mental health details with AI:
Overall, comfort and discomfort are nearly identical in size, with students distributed across all five categories.
When asked whether AI tools could help their mental health now and once they become physicians:
Most respondents view AI as having at least some potential benefit for stress management or emotional support
Students increasingly expect AI to shape the clinical environment. Two-thirds of participants said they believe that learning AI based skills will be essential for their careers. The remaining third believe AI will stay in a supporting role.
Respondents overwhelmingly agree that physicians must understand how AI can fail. 81.4% said doctors should be aware of AI risks, including hallucinations, bias, data quality issues, and overreliance on automated results.
Many emphasized that while AI can help with efficiency, clinical responsibility and empathy must remain in human hands.
Overall, the survey reflects a generation of applicants who rely on AI throughout the admissions journey but do not fully trust it beyond practical tasks. Students report meaningful benefits for writing and studying, paired with high stress and a desire for human support when it comes to judgment, reassurance, and well-being. Their responses suggest that AI will keep shaping how they apply to medical school and how they eventually practice, even as they continue to question where it fits.

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