Assign university owners to validate context | AIGP
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Assign university owners to validate context: Which responsibility should the university retain?

AIGP Understanding the Foundations of AI Governance Medium

The university must retain context-specific validation, oversight, and escalation responsibility as the deployer.

The question

A university research office deploys a vendor’s screening model to prioritize grant-administration cases. The vendor tested general performance, but the university’s population, workflow, and escalation process differ from the development setting. Which responsibility should the university retain?

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  1. Assign university owners to validate context, oversee use, and escalate unresolved risks.
    The university controls the deployment context and must retain ownership of context validation, operational oversight, and escalation while coordinating with the vendor.
  2. Transfer all deployment risks to the vendor through contract terms covering validation, monitoring, incidents, and user complaints.
    Contract terms may allocate duties or remedies, but they cannot remove the university’s governance responsibilities as the deploying organization.
  3. Use the vendor’s validation report as the deployment decision.
    The report may inform the decision but does not validate performance or governance in the university’s distinct context.
  4. Require documented vendor support for monitoring, issue remediation, and periodic performance reporting throughout university use.
    Vendor support can be valuable, but it does not replace the university’s responsibility for decisions in its own population and workflow.
The trap
Ask which organization controls the real-world use context; third-party development does not erase deployer duties.

How to remember it

The university must retain context-specific validation, oversight, and escalation responsibility as the deployer.

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