In a conference on artificial intelligence (Al), a speaker made the statement, "The current implementation of Al using models which do NOT change by themselves is NOT true Al*. Based on your understanding of Al, is this above statement CORRECT or INCORRECT and why?
SELECT ONE OPTION

• A. This statement is incorrect. What is considered Al today will continue to be Al even as technology evolves and changes.
• B. This statement is correct. In general, today the term Al is utilized incorrectly.
• C. This statement is incorrect. Current Al is true Al and there is no reason to believe that this fact will change over time.
• D. This statement is correct. In general, what is considered Al today may change over time.

Which ONE of the following tests is MOST likely to describe a useful test to help detect different kinds of biases in ML pipeline?
SELECT ONE OPTION

• A. Testing the distribution shift in the training data for inappropriate bias.
• B. Test the model during model evaluation for data bias.
• C. Check the input test data for potential sample bias.
• D. Testing the data pipeline for any sources for algorithmic bias.

"Splendid Healthcare" has started developing a cancer detection system based on ML. The type of cancer they plan on detecting has 2% prevalence rate in the population of a particular geography. It is required that the model performs well for both normal and cancer patients.
Which ONE of the following combinations requires MAXIMIZATION?
SELECT ONE OPTION

• A. Maximize specificity number of classes
• B. Maximize accuracy and recall
• C. Maximize precision and accuracy
• D. Maximize recall and precision

Which ONE of the following approaches to labelling requires the least time and effort?
SELECT ONE OPTION

• A. Internal
• B. Outsourced
• C. Al-Assisted
• D. Pre-labeled dataset