Risk depends on specific controls and tradeoffs | AIGP
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Risk depends on specific controls and tradeoffs: What conclusion does these observations support?

AIGP Understanding How to Govern AI Deployment and Use Medium

Cloud and local options trade different controls; the evidence supports comparing specific dependencies and safeguards, not assuming location determines safety.

The question

A travel-support team compares two deployments. Its cloud service has strong action logs but limited control over provider changes; its local prototype offers more infrastructure control but weak access logging. Assume the same model and workflow. What conclusion does these observations support?

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  1. Risk depends on specific controls and tradeoffs. ✓
    The observations show different strengths and weaknesses; operational safety depends on concrete controls, dependencies, and context rather than location alone.
  2. The cloud deployment satisfies governance automatically.
    Strong logs help accountability, but provider dependencies and other controls still require context-specific assessment and monitoring.
  3. Both deployments have equivalent operational control.
    Their differing logging and provider-control characteristics demonstrate unequal control profiles, even though neither location is categorically superior.
  4. The local deployment is inherently safer.
    Local hosting may improve some infrastructure controls, but weak logging remains a material operational gap and location alone does not determine safety.
The trap
Evaluate concrete controls and dependencies; deployment location is not itself a governance conclusion.

How to remember it

Cloud and local options trade different controls; the evidence supports comparing specific dependencies and safeguards, not assuming location determines safety.

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Part of the Certsqill AIGP question bank · Understanding How to Govern AI Deployment and Use · Every answer, right and wrong, comes with its own explanation.