Question 1

Insufficient specifications of operational environment is a critical challenge when testing self-learning systems. The tendency to have environmental inputs outside the set scope poses a danger to the testing process.Which of the following statements isMOSTlikely be specifying a solution to Insufficient specifications of operational environment?

Options :

A : Install constraints for behavioral modifications and responses to the external factors in the operational environment

B : Limiting the impact from external environmental factors

C : Using a wider and full scope of possible changes in the operational environment to which the system is expected to respond

D : Focusing on the results from the inputs with the speculated range

Answer: C

Question 2

It is possible to use an AI-assisted test automation tool to recognize objects through image processing, rather than using references to their location.To which type of AI software engineering technology is this example MOST likely referring?

Options :

A : Probabilistic Software Engineering

B : Clustering

C : Search-based Software Engineering

D : Classification, Learning and Prediction

Answer: D

Question 3

Which ONE of the following statements BEST describes the coverage measures for neural networks?

Options :

A : Coverage measures are only based on the coverage of the structure

B : Monitoring and improving coverage supports the design of new test cases, leading to increased confidence in the test object.

C : Coverage for neural networks is a structured and well researched area of concern with limited research and scope

D : It provides a wider scope and value using a code to run with each execution of the neural network

Answer: B

Question 4

Which of the following options CORRECTLY states how an AI-based tool can perform optimization of regression test suites?

Options :

A : By analyzing information from previous testing activities

B : By using genetic algorithms to create new test cases

C : By analyzing false positive test results

D : By updating the expected results to counter concept drift

Answer: A

Question 5

Al systems like any other conventional system are created with a specific purpose. Testers make it possible to define the system requirement and validate the design specifications.Which ONE of the following is NOT a reason why AL the specification of AL based systems is challenging

Options :

A : The specification of the required logic from the start of the Al-based systems project

B : Poorly specified behavior requirements where the system goals call for replicating human behavior, rather than providing specific functionality

C : The acceptance of tolerances for some of the expected quality requirements

D : The accuracy of the AI-based system is often unknown until the test results from independent testing are available

Answer: A

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