All of the following are potential benefits of using private over public LLMs EXCEPT?

• A.Reduction in time taken for data validation and verification.
• B.Confirmation of security and confidentiality.
• C.Reduction in possibility of hallucinated information.
• D.Application for specific use cases within the enterprise.

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What is the most significant risk of deploying an AI model that can create realistic images and videos?

• A.Copyright infringement.
• B.Security breaches.
• C.Downstream harms.
• D.Output cannot be protected.

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In procuring an AI system from a vendor, which of the following would be important to include in a contract to enable proper oversight and auditing of the system?

• A.Liability for mistakes.
• B.Ownership of data and outputs.
• C.Responsibility for improvements.
• D.Appropriate access to data and models.

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Random forest algorithms are in what type of machine learning model?

• A.Symbolic.
• B.Generative.
• C.Discriminative.
• D.Natural language processing.

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Which of the following is the least relevant consideration in assessing whether users should be given the right to opt out from an Al system?

• A.Risk to users.
• B.Feasibility.
• C.Industry practice.
• D.Cost of alternative mechanisms.

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