Greater control and differentiation come with increased | AIGP
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Greater control and differentiation come with increased: Which statement most accurately captures the

AIGP Understanding How to Govern AI Deployment and Use Medium

Building your own model trades greater control for increased obligations and higher potential liability.

The question

A firm is deciding whether to build its own proprietary AI model instead of licensing one, attracted by greater control and differentiation. Which statement most accurately captures the trade-off it should weigh?

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  1. Greater control is gained while all governance and compliance obligations shift entirely to the model's end users
    Obligations cannot be offloaded to users; the deploying firm retains accountability for its own model.
  2. Greater differentiation is gained and the firm becomes exempt from most applicable AI regulation
    Building in-house does not confer any regulatory exemption on the firm.
  3. Greater control and differentiation come with increased obligations and higher potential liability for the firm ✓
    Owning the model brings both the upside of control and the burden of heightened obligations and liability, the real trade-off.
  4. Greater control is gained and the model will never require any post-deployment monitoring at all
    All deployed models require ongoing monitoring regardless of whether they are built or bought.
The trap
Seeing only the control benefits of building in-house while assuming the added obligations vanish or shift to others.

How to remember it

Building your own model trades greater control for increased obligations and higher potential liability.

How many of these would you get right?

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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.