Known limitations and relevant operating conditions | AIGP
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Known limitations and relevant operating conditions: What should the developer provide to the deployer?

AIGP Understanding How to Govern AI Development Easy

Developers should disclose known limitations and operating conditions so deployers can assess, monitor, and govern actual use.

The question

A logistics scheduling developer supplies a model to an operations team. The model’s documentation omits known limitations under holiday demand spikes. What should the developer provide to the deployer?

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  1. A higher service-level target for peak periods.
    A target does not disclose the model’s known limitation or help the deployer manage its consequences during peak demand.
  2. Known limitations and relevant operating conditions. ✓
    The deployer needs material limitations and conditions to assess suitability, oversight, monitoring, and operational response.
  3. A guarantee that operations staff can correct every schedule.
    A correction assurance does not identify the limitation and may overstate human oversight capacity during demand spikes.
  4. A benchmark result from ordinary operating conditions.
    Ordinary-condition results do not communicate the known holiday limitation or establish suitability for peak scheduling.
The trap
Ask what information the deployer needs to operate and govern the model safely in its actual context.

How to remember it

Developers should disclose known limitations and operating conditions so deployers can assess, monitor, and govern actual use.

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