Retain inputs: Which retention improvement most directly | AIGP
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Retain inputs: Which retention improvement most directly restores traceability?

AIGP Understanding the Foundations of AI Governance Easy

Traceability requires preserving source inputs, outputs, transformations, and model versions, rather than only corrected results or general summaries.

The question

A medical-administration tool extracts appointment details but gives no clinical advice. Staff retain only the final corrected record; the source form, transformation steps, and model version are unavailable. Which retention improvement most directly restores traceability?

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  1. Retain only the corrected record with the reviewer’s name.
    The reviewer identifies accountability, but the corrected record alone cannot reconstruct source content, transformations, or model behavior.
  2. Retain monthly accuracy summaries without preserving individual processing histories.
    Aggregate accuracy can support monitoring, yet it cannot explain a particular extracted record or reproduce its processing path.
  3. Retain vendor marketing materials and the tool’s user interface screenshots.
    Marketing and screenshots describe the product generally, but they do not preserve case-specific inputs, processing, outputs, or versions.
  4. Retain inputs, outputs, transformations, and model versions. ✓
    These records connect source information to processing and result, enabling reconstruction of what the system did and which version produced it.
The trap
For reconstruction, look for inputs, processing history, outputs, and version identifiers together.

How to remember it

Traceability requires preserving source inputs, outputs, transformations, and model versions, rather than only corrected results or general summaries.

How many of these would you get right?

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