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#Information Literacy                         3.  Assertion (A): Bioethics provides a framework to ensure decisions in healthcare are made fairly and respect individual
              C.  Competency-based/Application-based questions.                           21 st  Century
                                                                                              Skills  #Collaboration                              rights.
                  1.  GreenGro Technologies, a company specialising in sustainable farming solutions, is launching a smart market initiative
                                                                                                                                                  Reasoning (R): The primary goal of bioethics is to ensure that decisions in healthcare protect human dignity.
                    to connect local farmers with buyers in urban areas. They plan to set up unmanned kiosks where buyers can purchase
                                                                                                                                              Ans.  a.
                    fresh produce directly. To ensure the security of the kiosks and prevent theft, they need a system that can monitor
                    buyer activity and alert authorities in case of any suspicious behaviour. The company has access to security cameras        4.  Assertion (A): Data Exploration involves analysing large datasets to uncover patterns, trends, and relationships.
                    installed at the kiosks and wants to use this data to create an AI-powered monitoring system for real-time surveillance.      Reasoning (R): Visualisation tools such as charts, graphs, and plots are used to make the analysis of complex data

                     Create a 4W Project Canvas for GreenGro Technologies to outline the development of the AI-powered monitoring                 easier.
                    system.                                                                                                                   Ans.  a.
                Ans.  The four 4W Project Canvas for GreenGro Technologies are as follows:
                                                                   Who                                                                                                             Unsolved Questions
                     Who are the stakeholders?         GreenGro Technologies, local farmers, urban buyers.
                     What do you know about them?      GreenGro Technologies is launching a smart market initiative to connect                                               SECTION A (Objective Type Questions)
                                                       local farmers with urban buyers by setting up unmanned kiosks for direct                   uiz
                                                       purchase of fresh produce.                                                           A.  Tick ( ) the correct option.
                                                                   What
                                                                                                                                                1.  Which of the following is not a typical stage in the AI Project Cycle?
                     What is the problem?              GreenGro  Technologies  needs  an  AI-powered  monitoring  system  for
                                                       unmanned kiosks to prevent theft and provide real-time alerts for suspicious               a.  Modelling                                      b.  Data exploration
                                                       behaviour.                                                                                 c.  Deployment                                     d.  Data generation
                     How do you know it is a problem?  The company faces security concerns at the kiosks, with the need to monitor
                                                                                                                                                2.  What is the main focus of the first stage of AI project cycle?
                                                       buyer activity and protect the kiosks from theft.
                                                                   Where                                                                          a.  Data acquisition and exploration               b.  Problem scoping and developing a vision
                     What is the context/situation in which  The  kiosks  are  located  in  urban  areas,  where  buyers  can  access  fresh      c.  Model evaluation                               d.  Deployment of the AI system
                     the  stakeholders  experience  the produce directly. Surveillance data from installed security cameras will be
                                                                                                                                                3.  Which W in 4W canvas explores the reason behind solving the problem?
                     problem?                          monitored centrally at GreenGro Technologies' operations center.
                                                                                                                                                  a.  What                                           b.  Why
                                                                   Why
                     What  would  be  of  key  value  to  the  The key value lies in protecting farmers' earnings by preventing theft and         c.  Where                                          d.  Who
                     stakeholders?                     ensuring reliable kiosk operations.
                                                                                                                                                4.   Which fields does NLP combine to achieve its goals?
                     How will the solution  improve their  The  AI-powered  monitoring  system  will  provide  a  seamless  and  secure
                                                                                                                                                  a.  Physics and computer science                   b.  Linguistics and mathematics
                     situation?                        experience for buyers, reducing concerns around theft and ensuring the
                                                       proper functioning of unmanned kiosks.                                                     c.  Linguistics and computer science               d.  Psychology and computer science

                  2.  A self-driving car uses computer vision to navigate through traffic. It can detect pedestrians, other vehicles, traffic      5.  How does Google Translate utilise NLP?
                    signs, and road conditions, making real-time decisions to ensure safe driving without human intervention. Explain how         a.  By analysing sentence structure and context to translate text
                    computer vision is critical to the operation of a self-driving car.
                                                                                                                                                  b.  By categorising languages into specific types
                Ans.  Computer vision is essential for self-driving cars as it enables them to "see" and interpret the environment. The system
                    uses cameras to detect pedestrians, other vehicles, traffic signs, and road conditions, which helps the car navigate          c.  By predicting the next word in a sentence
                    safely, make decisions, and avoid accidents without human intervention.                                                       d.  By checking for grammatical errors in documents
                 Assertion and Reasoning Questions.
                                                                                                                                                6.  How do ethical frameworks ensure fairness in AI systems?
                 Direction: Questions 3-4, consist of two statements – Assertion (A) and Reasoning (R). Answer these questions by selecting       a.  By prioritising economic status over other factors
                 the appropriate option given below:
                                                                                                                                                  b.  By eliminating biases in training data and ensuring equal treatment
                 a. Both A and R are true and R is the correct explanation of A.
                                                                                                                                                  c.  By removing complex algorithms from AI systems
                 b. Both A and R are true but R is not the correct explanation of A.
                                                                                                                                                  d.  By avoiding data collection
                 c. A is true but R is false.

                 d. A is false but R is true.


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