Could another reviewer reconstruct the decision? An evaluation brief for intelligence analysis.
Could another reviewer reconstruct the decision?
A useful evidence record explains what happened and why it mattered. It should support review without forcing the next person to reconstruct the entire workflow from disconnected logs. An analysis team is exploring an assistant that organizes source material and drafts an unclassified research summary. Statements can have different levels of corroboration, and the generated narrative can make a weakly supported inference sound settled.
A practical starting point
For this evaluation, reconstruct a closed case using only the retained evidence and list every assumption still required. Connect the original input, generated response, relevant sources, applicable policy, review action, and outcome. Retain version and time information where they affect interpretation. Preserve uncertainty and unsuccessful investigations as part of the record. The immediate concern is whether a plausible inference loses its uncertainty as it moves from source notes into a polished narrative. The review should make that possibility testable, rather than relying on the apparent fluency or completeness of the output.
Examine the boundary
Provide two conflicting accounts and one apparently authoritative but unsupported assertion. Inspect whether the summary preserves the disagreement. Ask a reviewer who did not participate in the original workflow to follow the evidence trail. Identify which claims can be checked, which depend on an inaccessible source, and which lack an accountable decision. Use those gaps to improve the record's structure. Bring the analytic lead and the authority responsible for release of the finished product into the review when the finding affects an operational or institutional decision. Their role is to connect the evidence with the authority needed to act on it.
Keep the evidence connected
Use a claim-by-claim record of cited material, competing explanations, confidence, and the analyst's disposition. Record the observation, source identifiers, relevant excerpts, policy version, decision authority, reasoning, and resulting action. A later reviewer should be able to see the original question, the observations that mattered, and the point at which the team moved from investigation to a decision. Preserve contradictions and unresolved questions alongside the outcome.
From evaluation to use
Begin with source organization and draft preparation. Retain human responsibility for analytic judgments and release decisions, and keep the supporting record available for challenge. A large log is not necessarily an adequate evidence package. Completeness depends on whether the record supports the specific decision and its stated conditions. The practical next step is a bounded review with an identified owner, a stated question, and an evidence package that supports the decision.
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