AIGP Practice Test

AIGP Practice Test practice questions, page 9 of 9, with answer review and explanations.

Question 41

CASE STUDY - Please use the following to answer the next question: A global marketing agency is adapting a large language model (“LLM”) to generate content for an upcoming marketing campaign for a client’s new product: a hard hat designed for construction workers of any gender to better protect them from head injuries. The marketing agency is accessing the LLM through an application programming interface (“API”) developed by a third-party technology company. They want to generate text to be used for targeted advertising communications that highlight the benefits of the hard hat to potential purchasers. Both the marketing agency and the technology company have taken reasonable steps to address AI governance. The marketing company has: Entered into a contract with the technology company with suitable representations and warranties. Completed an impact assessment on the LLM for this intended use. Built technical guidance on how to measure and mitigate bias in the LLM. Enabled technical aspects of transparency, explainability, robustness and privacy. Followed applicable regulatory requirements. Created specific legal statements and disclosures regarding the use of the AI on its client’s advertising. The technology company has: Provided guidance and resources to developers to address environmental concerns. Build technical guidance on how to measure and mitigate bias in the LLM. Provided tools and resources to measure bias specific to the LLM. Enabled technical aspects of transparency, explainability, robustness and privacy. Mapped and mitigated potential societal harms and large-scale impacts. Followed applicable regulatory requirements and industry standards. Created specific legal statements and disclosures regarding the LLM, including with respect to IP and rights to data. While the marketing agency took steps to mitigate its risks, the best additional step would be to:

  1. Negotiate an intellectual property indemnity from the technology company.
  2. Evaluate the use of AI in the marketing industry to identify best practices.
  3. Engage a third party to lead the procurement selection process.
  4. Establish a governance committee to oversee the project.

Question 42

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

  1. A non-profit wants to develop a social media presence.
  2. A business analyst wants to develop advertising campaigns.
  3. An e-commerce provider wants to make personalized recommendations.
  4. A customer service agency wants to automate answers to common questions.

Question 43

Training data is best defined as a subset of data that is used to:

  1. Enable a model to detect and learn patterns.
  2. Fine-tune a model to improve accuracy and prevent overfitting.
  3. Detect the initial sources of biases to mitigate prior to deployment.
  4. Resemble the structure and statistical properties of production data.

Question 44

Which of the following steps occurs in the design phase of the AI life cycle?

  1. Data augmentation.
  2. Model explainability.
  3. Impact assessment.
  4. Performance evaluation.