The data-control assumption: Which prior assumption no longer | AIGP
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The data-control assumption: Which prior assumption no longer holds?

AIGP Understanding How to Govern AI Deployment and Use Easy

Handling confidential employee-relations records changes the prior assumptions about data access and cloud dependency.

The question

An employee-assistance system was approved for general workplace questions using a cloud service. It is now proposed for confidential employee-relations records, with access limited to a small internal team. Which prior assumption no longer holds?

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  1. The formatting assumption.
    Changing the sensitivity and users does not inherently alter assumptions about response formatting or presentation behavior.
  2. The data-control assumption. ✓
    Confidential employee-relations records change data-access and dependency considerations, so the prior general-information control assumption requires reassessment.
  3. The question-routing assumption.
    Routing may need review, but the decisive changed assumption is whether cloud handling suits confidential records and restricted access.
  4. The language assumption.
    Nothing in the changed use indicates a different language requirement; the material change concerns sensitive data and access.
The trap
Reassess context, affected people, data access, and external dependencies when the use case or population changes.

How to remember it

Handling confidential employee-relations records changes the prior assumptions about data access and cloud dependency.

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