Minimize and filter retrieved context before generation | AIGP
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Minimize and filter retrieved context before generation: What additional control is most important?

AIGP Understanding How to Govern AI Deployment and Use Hard

Authorization is necessary but insufficient; minimize authorized context before generation to reduce unnecessary disclosure.

The question

An insurance assistant retrieves claim files, policy manuals, and investigation notes. Document-level permissions are checked at retrieval, but the assistant places the entire authorized context into its prompt before answering. What additional control is most important?

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  1. Minimize and filter retrieved context before generation. ✓
    Even authorized material should be limited to what the task requires; context minimization reduces unnecessary disclosure through prompts, outputs, and citations.
  2. Require confirmation before opening cited documents.
    Confirmation before opening a citation does not prevent sensitive material from being included in the prompt or answer.
  3. Add more policy manuals for broader coverage.
    More manuals may improve coverage, but they do not reduce unnecessary exposure of claim or investigation material already retrieved.
  4. Encrypt the prompt and response in transit.
    Encryption protects transmission, but it does not limit the sensitive content assembled into the prompt or generated response.
The trap
Check both who may access a document and whether the task actually requires placing its contents in model context.

How to remember it

Authorization is necessary but insufficient; minimize authorized context before generation to reduce unnecessary disclosure.

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