Assign operational ownership for security: What should be | AIGP
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Assign operational ownership for security: What should be resolved first?

AIGP Understanding How to Govern AI Deployment and Use Easy

Open access to weights does not provide operational accountability; the retailer must assign security, monitoring, and access responsibilities.

The question

A retailer is considering an open model for demand planning. The model weights are available, but the organization has not determined who will patch vulnerabilities, monitor failures, or manage access to connected sales systems. What should be resolved first?

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  1. Assign operational ownership for security, monitoring, and access. ✓
    Open weights do not assign operational responsibility; ownership must cover vulnerabilities, failures, and connected-system permissions before use.
  2. Compare the model’s benchmark score with proprietary alternatives.
    Benchmark comparison informs capability, but it does not resolve who controls security and connected-system operations.
  3. Deploy locally because open weights permit internal hosting.
    Internal hosting may alter control options, but it does not itself assign responsibilities or ensure adequate monitoring and access management.
  4. Assume the open model community provides ongoing operational support.
    Community availability does not establish accountable patching, monitoring, incident handling, or access management for this retailer.
The trap
Ask who performs and owns each operational control; openness or local hosting does not answer that question.

How to remember it

Open access to weights does not provide operational accountability; the retailer must assign security, monitoring, and access responsibilities.

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