Hopkins is a suburb where many families rely on a mix of local providers and regional healthcare systems. That often means care may involve:
- pre-op testing and imaging routed through electronic workflows
- automated documentation and transcription tools
- digital summaries that can differ from what patients remember
- decision support features used during planning, triage, or follow-up
When something goes wrong, it can be difficult to tell whether the problem was a known risk of surgery—or a preventable breakdown involving verification, supervision, or documentation. Residents often notice the issue first when follow-up visits don’t line up with the operative timeline, or when imaging/report language raises questions.
If you suspect AI tools were used, the goal is not to “blame the robot.” The goal is to determine whether the medical team’s reliance on technology was appropriate and whether the workflow contributed to harm.


