Research byRecovryAI

The FDA’s 26 GenAI questions.What the public is saying.

Public feedback on the regulation of generative AI-enabled medical devices.

95 filings screened · Latest review Comments close Oct 19, 2026
FDA GenAI public feedbackAll audiences

95 responses so far to the FDA’s GenAI questions.

Over the first 30 days, industry contributed 57 of 95 submissions (60%), more than all other groups combined. Academia / other contributed the fewest, with 6. There are 32 days remaining before comments close on October 19.

One dot per submission. Hover or tap for details.
FDA GenAI public feedbackAll audiences

FDA GenAI feedback over time.

The largest daily total was 14 submissions on August 18, the opening day. The next busiest days were September 4 and September 8, with 9 and 8 submissions respectively. With 32 days remaining, the total stands at 95.

Stacked areas: cumulative responses by audience · Dots: daily arrivalsComments close Oct 19, 2026
All audiences
IndustryCliniciansPublic / patientsAcademia / other
One dot per submission. Hover or tap for details.
FDA GenAI public feedbackAll audiences

The FDA GenAI questions most often cited.

Postmarket monitoring, risk assessment and oversight of AI that plans and acts lead the question counts.

Most mentioned · 3 of 4 · 21 coded
Repeat performance testing on a schedule14
Reassess after changes or safety signals12
Have clinicians review samples of outputs9
A filing can propose more than one.
Positions · 21 coded
Keep it, but add or change elements20
The framework is insufficient1
Keep the framework as proposed0
Most mentioned · 3 of 7 · 22 coded
Limit or test what the agent is allowed to do13
Keep records that let investigators reconstruct actions13
Require human approval for specified consequential actions12
A filing can propose more than one.
IndustryCliniciansPublic / patientsAcademia / other
Filings through Sep 16, 2026 · Responses: Sep 13 snapshot · Citing a question does not imply agreement.
Themes across the public feedbackAll audiences

Top themes shaping the FDA GenAI discussion.

A synthesis of the top emerging themes across public submissions. These themes connect several FDA questions and will evolve as new submissions are reviewed. Counts show submissions raising each theme, not agreement.

IndustryCliniciansPublic / patientsAcademia / other
Filings through Sep 16, 2026 · Filings may appear in several themes.

FDA GenAI public feedbackAll audiences

Public feedback on all 26 FDA GenAI questions.

Explore each question and the submissions that discuss it.

IndustryCliniciansPublic / patientsAcademia / other
Assessing clinical riskQ1–Q6
Demonstrating clinical competenceQ7–Q17
Monitoring after launchQ18–Q24
Models underneath, and agents on topQ25–Q26
Filings through Sep 16, 2026 · Responses: Sep 13 snapshot · Citing a question does not imply agreement.

Who’s saying what?

All audiences shown for comparison.

Provisional mapping: industry includes startups, large companies and consultants; practitioners includes clinicians and health systems. Academia is shown separately. Filings are not a representative population survey.

The conditions matter.

How much autonomy is accepted?

Highest accepted autonomy, compared across two consequence levels.

Autonomy →

Two debates worth watching.

Two themes drawn from the FDA’s questions.
FDA GenAI public feedbackAll audiences

The public submissions behind the FDA GenAI discussion.

Browse the filings, contributors and original source documents.

Explore the 26 FDA questions

Counts show coverage among the selected audience, not agreement.

RecovryAI analysis of public regulatory submissions. Not affiliated with or endorsed by the FDA.