It carries greater direct accountability and higher: Which of the following is a risk that is distinctly
Building its own model concentrates developer and provider duties in the company, distinctly increasing its accountability and potential liability.
The question
A company builds and deploys its own proprietary AI model instead of licensing one. Which of the following is a risk that is distinctly heightened by this choice?
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- It becomes fully exempt from any post-deployment monitoring dutiesIncorrect, since a self-built model still requires ongoing monitoring like any other deployed system.
- It shifts responsibility for the training data onto an outside model vendorFalse, because building in-house means the company itself owns the training data responsibilities.
- It carries greater direct accountability and higher potential liability ✓Owning the model concentrates developer and provider responsibilities in the company, heightening its accountability and liability.
- It removes the need to evaluate the model's real-world impactsIncorrect, as impact assessment remains necessary regardless of whether the model is built or bought.
The trap
Assuming that building your own model reduces rather than heightens governance obligations and liability. How to remember it
Building its own model concentrates developer and provider duties in the company, distinctly increasing its accountability and potential liability.
How many of these would you get right?
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Every answer, right and wrong, comes with its own explanation.