Known limitations and intended-use boundaries: What information | AIGP
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Known limitations and intended-use boundaries: What information should the developer provide to the deployer?

AIGP Understanding How to Govern AI Development Easy

Developers should disclose known limitations and intended-use boundaries so deployers can establish suitable controls.

The question

An internal employee-assistance model is developed by one team and deployed by another. The developer knows the model struggles with specialized payroll questions. What information should the developer provide to the deployer?

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  1. The model’s benchmark score and release date.
    Benchmark and timing information may help identify a version, but neither explains the specialized payroll limitation or intended-use boundary.
  2. Known limitations and intended-use boundaries. ✓
    The deployer needs documented limitations and scope to configure oversight, user expectations, escalation, and decisions about suitable use.
  3. A recommendation to trust the model for routine inquiries.
    Routine-use guidance without boundaries could encourage reliance on the known weak area and does not communicate the information gap.
  4. A general statement that the model was tested.
    A general testing statement omits the known payroll limitation and provides insufficient evidence for deployment-specific oversight.
The trap
Transfer documentation should explain where the system is reliable, where it is weak, and how those boundaries affect deployment.

How to remember it

Developers should disclose known limitations and intended-use boundaries so deployers can establish suitable controls.

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