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Large Language ModelsAI Safety & AlignmentZenn AI/MLPublished: Oct 18, 2026, 10:00 JST

AI agent approval logs should copy 点検記録簿 format, engineer says

AI agent approval logs should copy 点検記録簿 format, engineer says

3 Key Points

  1. What happened

    Drawing on 11 years as a 臨床工学技士, the author proposes six fields for AI agent approval logs: when, who, what target (tied to the action's content, per a hackernoon.com point), why it was stopped or held, what action was taken, and how it was restored with a next check date.

  2. Why it matters

    Git history tracks what was rolled back but not the reasoning behind it, so without a log format that records the 'why,' teams cannot reconstruct why a change was stopped a week later, the author argues.

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Context & Analysis

The piece builds on an earlier article by the same author that argued for smaller approval units and keeping a Git-restorable state. Here the focus shifts from where humans stop an agent to how the stopping and rolling back are documented.

The author's hospital background supplies the template: inspection records already require a written reason for each judgment, not just a note that a response happened. Mapping that to AI agents yields six fields, and the author notes that the earlier prescriptions fit into specific fields rather than replacing the log format.

FAQ
What six items should an AI agent approval log record?
When the approval, stop, or rollback happened; who approved it or which rule judged it; what action or resource it targeted; why it was stopped or held; whether it was approved, rejected, or held; and how it was restored plus when to recheck.
How does this relate to smaller approval units and Git rollback?
The author says making approval units smaller corresponds to narrowing the 'what target' field, and keeping a Git-restorable state is the technical means for the 'how it was restored' field.
Where does the log format come from?
It is adapted from hospital medical-device inspection records the author worked with for 11 years as a clinical engineer, which include a column for the reason behind each judgment.

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