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(v)  ………………………. AI is trained with existing data and content.                                        1
                    a)  Weak                                           b) Strong
                    c)  Latest                                         d) Generative

                (vi)  ………………………. are neural networks that work to produce fresh data and is made up of two neural networks.   1
                    a)  GANs                                           b) Gen AI
                    c)  VAEs                                           d) Autoencoders

                                       SECTION B: SUBJECTIVE TYPE QUESTIONS

                 Answer any 3 out of the given 5 questions on Employability Skills.                   (2 × 3 = 6 marks)
                  6  Mention any 2 advantages of written communication.
                  7  Mention any 2 benefits from self-management.                                                     2

                  8  What is an operating system? Give 2 examples of an operating system.                             2
                  9  Mention any 2 challenges of entrepreneurship development.                                        2
                 10  State any 2 basic components of a Green Economy.                                                 2
                 Answer any 4 out of the given 6 questions in 20–30 words each.                       (2 × 4 = 8 marks)
                 11  All of us use smartphones. When we install a new app, it asks us for several permissions to access our phone’s data in
                    different ways. Why do apps collect such data?                                                    2
                 12  If you do an image search for vacations on a popular search engine, the first few searches mostly return the picture of
                    beaches. What is the concern here? Explain.                                                       2
                 13  After reaching home, Ankit realised that he had left his laptop in the cab. What should have he done in order to
                    secure his data? Explain.                                                                         2
                 14  If you randomly select a card from a standard deck, the probability of drawing an ace of spades is lower compared to
                    drawing a card of a different suit.
                     Which category of the events in the above scenario falls? What shall be its probability?         2
                 15  What is Variational Autoencoders (VAEs)?                                                         2

                 16  What are Generative AI tools? Give any two examples.                                             2
                 Answer any 3 out of the given 5 questions  in 50–80 words each.                    (4 × 3 = 12 marks)
                 17  Samarth attended a seminar on Artificial Intelligence and has now been asked to write a report on his learnings from
                    the seminar. Being a non-technical person, he understood that the AI enabled machine uses data of different formats
                    in many of the daily based applications but failed to sync it with the right terminologies and express the details. Help
                    Samarth define Artificial Intelligence, list the three domains of AI and the data that is used in these domains.   4

                 18  Your grandmother watches, you use AI applications. She wants to understand more about it. Help her understand the
                    term artificial intelligence by giving the right definition and explain to her with an example how machines become
                    artificially intelligent.                                                                         4
                 19  How are Data Security and Data Privacy related to AI?                                            4
                 20  Probability has a wide range of applications across various fields, making it an essential concept in many areas of
                    study and professional practice                                                                   4
                 21  Amber attended a seminar on AI conducted by college representatives. She had to write a report on “AI-Integrated
                    Learning” for her school magazine. Suggest some AI tools that can help her to do the same.        4









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