Question 1

In the context of text summarization, what is the primary difference between extractive and abstractive summarization?

Options :

A : Extractive summarization is faster but less accurate than abstractive summarization

B : Extractive summarization requires deep learning models, while abstractive summarization does not

C : Extractive summarization generates new sentences, while abstractive summarization selects key sentences

D : Extractive summarization selects key sentences from the text, while abstractive summarization generates new sentences

Answer: D

Question 2

Which economic principle explains the declining cost of AI deployment as the scale of operations increases?

Options :

A : Economies scale

B : Expansion theory

C : Infrastructure curve

D : Marginal savings

Answer: A

Question 3

Which of the following best explains the role of "Personalization" in enhancing chatbot interactions?

Options :

A : To optimize the response time consistently.

B : To standardize the conversation experience globally.

C : To tailor responses based on user preferences.

D : To reduce the complexity of chatbot architecture.

Answer: C

Question 4

Which concept in Reinforcement Learning addresses the challenge of sparse reward signals in complex environments?

Options :

A : Using deterministic policy learning

B : Simplifying the state-action space

C : Regularizing the policy function

D : Reward shaping with additional signals

Answer: D

Question 5

Which aspect of GANs is improved by using Spectral Normalization in the discriminator?

Options :

A : Training stability consistently.

B : Network interpretability broadly.

C : Loss function convergence overall.

D : Output diversity significantly.

Answer: A

Free CAIC Mock Exam – Practice Online Confidently