Prompt logs remain non-sensitive technical records | AIGP
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Prompt logs remain non-sensitive technical records: Which assumption requires reassessment?

AIGP Understanding How to Govern AI Deployment and Use Medium

Customer details make previously technical logs sensitive, requiring reassessment of collection, access, retention, and incident handling controls.

The question

A manufacturing quality assistant logs prompts and retrieved records to support troubleshooting. A new workflow lets operators paste customer defect descriptions containing names and contact details. The existing retention plan was designed for technical measurements only. Which assumption requires reassessment?

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  1. The assistant’s defect taxonomy remains useful for operators.
    Taxonomy usefulness does not determine whether newly captured customer information changes logging and retention risks.
  2. Prompt logs remain non-sensitive technical records. ✓
    Customer-identifying content changes the sensitivity of logs, requiring reassessment of minimization, access, retention, and incident controls.
  3. Existing operator training covers prompt construction adequately.
    Training adequacy cannot be assumed, but the immediate changed assumption concerns the nature and handling of logged information.
  4. Retrieval citations continue supporting troubleshooting accuracy.
    Citation quality may remain important, but does not address the changed sensitivity of prompts and retained logs.
The trap
Reassess logging assumptions whenever users add new data types; technical purpose does not make captured content non-sensitive.

How to remember it

Customer details make previously technical logs sensitive, requiring reassessment of collection, access, retention, and incident handling controls.

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