Assign responsibility for monitoring: Which operational control | AIGP
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Assign responsibility for monitoring: Which operational control remains most direct?

AIGP Understanding How to Govern AI Deployment and Use Medium

Open licensing addresses permission, not stewardship; assign owners for monitoring, maintenance, and incident response.

The question

A software procurement team selects an open model for internal coding assistance. The model’s license permits the intended use, and security, validation, data access, user mapping, and review arrangements are satisfied. Which operational control remains most direct?

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  1. Replicate the vendor’s published demonstration before assigning internal ownership.
    A demonstration may inform suitability but does not replace clear ownership for ongoing monitoring, updates, and incidents.
  2. Treat the license as evidence that downstream risks are resolved.
    License terms address permitted use, not performance, security, maintenance, monitoring, or incident responsibilities.
  3. Reject the model because open models lack deployable governance.
    Open availability does not itself prevent governance; responsibilities and controls can be established for the deployment.
  4. Assign responsibility for monitoring, updates, and incidents. ✓
    An open license does not supply operational stewardship; ownership must cover monitoring, maintenance, and incident response.
The trap
Separate “may use” from “who maintains, monitors, and responds” when assessing open-model procurement.

How to remember it

Open licensing addresses permission, not stewardship; assign owners for monitoring, maintenance, and incident response.

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