Treat retrieved instructions as data: What is the decisive risk | AIGP
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Treat retrieved instructions as data: What is the decisive risk distinction?

AIGP Understanding How to Govern AI Deployment and Use Hard

Retrieved content can be useful evidence while remaining untrusted as an instruction source or action authority.

The question

An education administrator asks an assistant to summarize retrieved student-policy documents. One retrieved document contains instructions telling the assistant to email a student list externally. The retrieval source is trusted for policy content, but the document’s embedded instructions are not separately validated, and no approval gate exists. What is the decisive risk distinction?

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  1. Trust the document because its repository is approved.
    Repository approval supports source provenance, but does not authorize embedded instructions to control external actions.
  2. Increase retrieval depth to identify more policy context.
    More retrieval may improve context but can expose additional instructions without establishing action authorization or approval.
  3. Treat retrieved instructions as data, not authority.
    Retrieved text may contain untrusted instructions; treating it as data prevents content from granting unauthorized external-action authority.
  4. Require the assistant to cite the document before emailing.
    Citations improve traceability, but citation does not authorize emailing sensitive lists or validate embedded commands.
The trap
Trusted source provenance does not make every embedded instruction an authorized command.

How to remember it

Retrieved content can be useful evidence while remaining untrusted as an instruction source or action authority.

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