People often notice AI-related concerns in a few practical ways:
- A post-op note, imaging summary, or discharge explanation appears to be “generated” or heavily auto-populated.
- Imaging was read or summarized using software-assisted interpretation, and follow-up questions remain unanswered.
- The chart includes references to decision-support tools, templates, or automated risk scoring—without clear details on verification.
- Different documents tell different stories about what was reviewed, when it was reviewed, and who confirmed results.
These issues don’t automatically mean malpractice. But for a resident who is trying to understand why recovery went sideways, inconsistencies and missing verification details can be a sign that the case needs a deeper look.


