Insights from Dr. Moya Hill

AI Outputs Are Now Federal Records: What This Means for FOIA

Agencies such as the National Archives and Records Administration are beginning to recognize AI-generated content as federal records.

This includes summaries, forecasts, and even chat-based responses.

This shift is significant.

Because once AI outputs are considered records, they fall directly within the scope of the Freedom of Information Act (FOIA).

That changes how agencies must approach transparency.

FOIA Is Expanding Into the Age of AI

FOIA has always required agencies to search for and produce responsive records.

Now, that responsibility extends to AI-generated outputs.

This raises important questions about how FOIA programs will adapt.

How Do We Capture AI Outputs for FOIA?

Many AI tools generate responses that are not automatically saved.

If those outputs qualify as records, agencies must determine:

  • When AI-generated content must be captured
  • How it should be stored
  • How it can be retrieved during FOIA searches

If it is not captured, it cannot be disclosed.

What Counts as a FOIA Record in an AI Environment?

AI complicates the definition of a “record.”

Is it:

  • The final AI-generated response?
  • The prompt that produced it?
  • The full interaction between user and system?

FOIA programs will need clear standards to determine what constitutes a complete and responsive record.

How Do We Ensure Discoverability?

FOIA depends on the ability to search and locate records.

AI outputs must be:

  • Indexed
  • Searchable
  • Linked to relevant systems or decisions

Without this, agencies risk incomplete searches and delayed responses.

How Do We Balance Transparency With Sensitivity?

AI outputs may include:

  • Sensitive operational information
  • Personal data
  • Proprietary or system-level details

FOIA professionals must ensure that transparency obligations are met while applying appropriate exemptions where necessary.

FOIA in the Age of AI Is About Accountability

AI is not just changing how records are created.

It is changing how transparency must be executed.

FOIA programs must now ensure that:

  • AI-generated records are captured and retrievable
  • Disclosure decisions are consistent and defensible
  • The public can access information about how agencies operate, even when AI is involved

Because at its core, FOIA is about accountability.

And in an AI-driven environment, that accountability must extend to the outputs systems generate—not just the documents people create.