Question 51 · 161 in bank
Select 3In the context of AI governance, which of the following best describes the roles and responsibilities of a developer of a proprietary model? (Choose three.)
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Answer: BCE
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In the context of AI governance, which of the following best describes the roles and responsibilities of a developer of a proprietary model? (Choose three.)
Answer: BCE
CASE STUDY - Please use the following to answer the next question: A mid-size US healthcare network has decided to develop an AI solution to detect a type of cancer that is most likely to arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that will perform an initial review of all imaging and then route records to a radiologist for secondary review pursuant to agreed-upon criteria (e.g., a confidence score below a threshold). To date, the healthcare network has: Defined its AI ethical principles. Conducted discovery to identify the intended uses and success criteria for the system. Established an AI risk committee. Assembled a cross-functional team with clear roles and responsibilities. Created policies and procedures to document standards, workflows, timelines and risk thresholds during the project. The healthcare network intends to retain a cloud provider to host the solution. It also intends to retain a large consulting firm to supplement its small data science team and help develop the algorithm using the healthcare network’s existing data and de-identified data that is licensed from a large US clinical research partner. Which stakeholder group is most important in selecting the specific type of algorithm?
Answer: D
CASE STUDY - Please use the following to answer the next question: A mid-size US healthcare network has decided to develop an AI solution to detect a type of cancer that is most likely to arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that will perform an initial review of all imaging and then route records to a radiologist for secondary review pursuant to agreed-upon criteria (e.g., a confidence score below a threshold). To date, the healthcare network has: Defined its AI ethical principles. Conducted discovery to identify the intended uses and success criteria for the system. Established an AI risk committee. Assembled a cross-functional team with clear roles and responsibilities. Created policies and procedures to document standards, workflows, timelines and risk thresholds during the project. The healthcare network intends to retain a cloud provider to host the solution. It also intends to retain a large consulting firm to supplement its small data science team and help develop the algorithm using the healthcare network’s existing data and de-identified data that is licensed from a large US clinical research partner. In the design phase, which of the following steps is most important in gathering the data from the clinical research partner?
Answer: D
CASE STUDY - Please use the following to answer the next question: A mid-size US healthcare network has decided to develop an AI solution to detect a type of cancer that is most likely to arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that will perform an initial review of all imaging and then route records to a radiologist for secondary review pursuant to agreed-upon criteria (e.g., a confidence score below a threshold). To date, the healthcare network has: Defined its AI ethical principles. Conducted discovery to identify the intended uses and success criteria for the system. Established an AI risk committee. Assembled a cross-functional team with clear roles and responsibilities. Created policies and procedures to document standards, workflows, timelines and risk thresholds during the project. The healthcare network intends to retain a cloud provider to host the solution. It also intends to retain a large consulting firm to supplement its small data science team and help develop the algorithm using the healthcare network’s existing data and de-identified data that is licensed from a large US clinical research partner. The most significant risk from combining the healthcare network’s existing data with the clinical research partner data is?
Answer: A
In the machine learning context, feature engineering is the process of:
Answer: D
What is the primary purpose of conducting ethical red-teaming on an AI system?
Answer: B
A company is working to develop a self-driving car that can independently decide the appropriate route to take the driver after the driver provides an address. If they want to make this self-driving car “strong” AI, as opposed to “weak,” the engineers would also need to ensure?
Answer: A
What is the technique to remove the effects of improperly used data from an ML system?
Answer: D
Testing data is defined as a subset of data that is used to:
Answer: C
Training an AI model is time-consuming because of: (Choose three.)
Answer: ACE
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AIGP practice, question 51. 161 questions available.
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