Verify current-record compatibility and rollback path | AIGP
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Verify current-record compatibility and rollback path: What must precede restoring the prior release?

AIGP Understanding How to Govern AI Development Medium

Verify current-record compatibility and the rollback path before restoring the prior release.

The question

A public-benefit administration system’s new release performs poorly with an older input-data format. The prior release remains available, but its rollback path has not been tested with current records. What must precede restoring the prior release?

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  1. Check the release notes
    Release notes may describe changes, but they do not establish that the prior version can safely process current records or that rollback will work.
  2. Continue monitoring the new release for format-related errors
    Monitoring can characterize the incident, but it leaves a known compatibility problem active while an untested recovery option remains available.
  3. Convert all current records before restoring the prior release
    Conversion might be appropriate after testing, but assuming it is required can add transformation risks and does not itself validate the rollback path.
  4. Verify current-record compatibility and rollback path ✓
    Before restoration, the team must verify that current records are compatible and that the recovery path works without creating additional processing or integrity failures.
The trap
A previously reliable version is not automatically compatible with today’s inputs.

How to remember it

Verify current-record compatibility and the rollback path before restoring the prior release.

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