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Felipe Avila

CliniciansClinicianFiled October 5, 2026196 wordsFDA-2026-N-7874-0152
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Themes it raises

3 of the 21 themes in the docket, each with the passage we counted, verbatim.
Judging devices the way clinicians are credentialedFDA Q7, Q8
“Its competency-based framework draws only on physician credentialing, such as licensing exams, residency, and fellowship, yet nurses are often the clinicians who use these tools, question their outputs, and catch their errors at the bedside.”
Devices that plan and take actionsFDA Q26
“For agentic systems, the FDA should also require clear points where a clinician must review the system's work before it takes an irreversible action.”
Watching the device after it shipsFDA Q19, Q20
“post-market monitoring should include a clear channel for nurses to report problems, because we are often the first to notice when a tool's output drifts or fails.”

FDA questions it names

Questions this filing names by number.

Q21 · Clinicians, institutions and societies

Machine-assisted draft, pending human review. The source text and highlighted passages appear below. Read the filing on regulations.gov ↗

The comment as filed

Comment submitted on regulations.gov. Passages we counted are highlighted.

These comments reflect my own views as a registered nurse and do not represent the views of my employer or any organization I am affiliated with.

I am a critical care nurse, and I am writing because the discussion paper does not mention nursing. Its competency-based framework draws only on physician credentialing, such as licensing exams, residency, and fellowship, yet nurses are often the clinicians who use these tools, question their outputs, and catch their errors at the bedside.

I urge the FDA to include nursing when it benchmarks AI competency. Nursing has its own established methods of competency validation, and where nurses are the end users, AI performance should be assessed against them. For agentic systems, the FDA should also require clear points where a clinician must review the system’s work before it takes an irreversible action. In most clinical workflows, that clinician will be a nurse. Finally, in response to Question 21, post-market monitoring should include a clear channel for nurses to report problems, because we are often the first to notice when a tool’s output drifts or fails. These tools should be built, tested, and monitored with the nurse’s judgment in mind.

Respectfully,
Felipe Avila, BSN, RN