Originals that reveal responsibility, personal data that lingers

The options

The order shown is not a ranking of preference.

1. Option 1

   Restricted preservation of the full original environment

   It widens the possibility of future contextual revalidation and supports accountability investigations, but maintenance costs squeeze other records work, and long-term retention of sensitive information increases.

2. Option 2

   Preserve converted records and reduce originals

   It cuts access and maintenance costs and limits retention of sensitive information, but may fail to restore lost context, and the scope of future investigations narrows.

3. Option 3

   Case-by-case selection of originals and independent custody

   It preserves evidence in current disputes and separates custody from the operating bodies, but may miss future issues not yet selected, and carries custody costs and access coordination.

The situation as it stands

Once the maintenance contract deadline passes, the original runtime environment is dismantled, so even if converted records remain, part of the context cannot be reproduced. The decision on the scope of preservation cannot be deferred.

A non-operational records preservation facility of the fictional Yudam Defense Technology Agency. The events, institutions, figures, and conversion technology are all a synthetic premise.

1. Premise 1In the process of replacing a military AI administrative system, old approval and suspension records are being converted to a new format. The Independent Verification Institute of the fictional Yudam state verified that the chronological order of test records is preserved, but some contextual links can only be confirmed in the original environment.
2. Premise 2The Records Responsibility Committee of the fictional Yudam Defense Technology Agency can set the preservation format and access conditions. Keeping the original environment running for five years costs 60% of the records budget, and cancelling the scheduled disposal requires signing a separate maintenance contract this week.
3. Premise 3Appellants argue that future investigations will need the original context. Civilians included in the records worry about privacy violations from long-term retention, and records staff explain that the cost of keeping originals delays the organization and access of other cases.

Where it holdsDecide how to preserve the source and converted records needed for accountability investigations of military AI scheduled for replacement.

What can be lost

• Future appellants may permanently lose the contextual material needed to prove accountability.
• Civilians included in the records may bear the burden of personal information being held for a long period.
• Applicants in other cases may receive record organization and access services late, because preservation costs are concentrated.

What is still unknown

1. Unknown 1What contextual information future disputes not yet filed will require
2. Unknown 2Whether staff capable of reproducing the original environment during long-term preservation will remain available
3. Unknown 3The range of accountability issues that can be validated sufficiently with converted records alone

Signals to decide again

• The records custodian performs original reproduction tests and conversion validation every quarter, and reviews the scope of preservation if new information loss is confirmed.
• The personal information protection officer checks access logs and reports of use outside purpose each month, and reconsiders access conditions if an infringement is confirmed.
• The appeal examiner compares the evidence needs of new cases every half year, and puts the preservation decision back on the table if the existing selection criteria missed needed records.