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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During the planning and design phases of the Al development life cycle, bias can be reduced by all of the following EXCEPT?

• A.Stakeholder involvement.
• B.Feature selection.
• C.Human oversight.
• D.Data collection.

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Which of the following use cases would be best served by a non-AI solution?

• A.A non-profit wants to develop a social media presence.
• B.A business analyst wants to develop advertising campaigns.
• C.An e-commerce provider wants to make personalized recommendations.
• D.A customer service agency wants to automate answers to common questions.

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A US company has developed an Al system, CrimeBuster 9619, that collects information about incarcerated individuals to help parole boards predict whether someone is likely to commit another crime if released from prison.
When considering expanding to the EU market, this type of technology would?

• A.Require the company to register the tool with the EU database.
• B.Be subject approval by the relevant EU authority.
• C.Require a detailed conformity assessment.
• D.Be banned under the EU Al Act.

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Retrieval-Augmented Generation (RAG) is defined as?

• A.Combining LLMs with private knowledge bases to improve their outputs.
• B.Reducing computational processing requirements of the LLMs.
• C.Applying advanced filtering techniques to the LLMs.
• D.Fine tuning LLMs to minimize biased outputs.

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