Snapshot incident artifacts and link each record | AIGP
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Snapshot incident artifacts and link each record: Which approach best satisfies that constraint?

AIGP Understanding How to Govern AI Deployment and Use Medium

Use versioned snapshots linked to deployed systems so incident investigators can reconstruct historical conditions and corrective actions.

The question

A university research office must preserve incident evidence for an AI literature assistant. Investigators require an immutable timeline showing which system version, prompt, retrieval result, and corrective action existed at each event. Which approach best satisfies that constraint?

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  1. Snapshot incident artifacts and link each record to deployed versions.
    Versioned snapshots preserve historical artifacts and connect them to deployments, enabling investigators to reconstruct events and corrective actions accurately.
  2. Store final incident summaries in the office’s shared compliance folder.
    Final summaries document outcomes, but omit evolving prompts, retrieval evidence, and version-specific details needed for forensic reconstruction.
  3. Keep a dated incident spreadsheet with links to current records.
    A dated spreadsheet supports basic tracking, but mutable linked records cannot reliably reconstruct historical system state after later changes.
  4. Ask researchers to recreate incidents from their personal working notes.
    Personal notes may provide context, but they are incomplete, inconsistently retained, and unsuitable as authoritative versioned evidence.
The trap
When reconstruction is required, look for preserved artifacts tied to the exact deployed version, not merely dates or summaries.

How to remember it

Use versioned snapshots linked to deployed systems so incident investigators can reconstruct historical conditions and corrective actions.

How many of these would you get right?

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