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c.  Into historical and contemporary frameworks
                    d.  Into theoreti cal and practi cal frameworks

                8.  What is the ethical concern related to biased data in AI systems?
                    a.  Biased Outcome                                 b.  Accuracy

                    c.  Versati lity                                   d.  Displacement of Jobs
            Answers
               1.  (a)           2.  (b)             3.  (c)           4.  (c)           5.  (b)           6.  (c)

               7. (b)            8.  (a)

            B.  Fill in the blanks.
                1.  The first step in the AI Project Cycle is ___________________.
                2.  Evaluation is the second last step of the AI project life cycle before ___________________.

                3.  ___________ is essential because it helps in identifying trends, relationships, and patterns in the collected
                   data, contributing to better understanding.

                4.  ____________  focuses on  replicating  parts of  the complexity of  the human  vision  system,  allowing
                   computers to identify and process objects in images and videos.
                5.  Natural Language Processing deals with the interaction between computers and humans using Natural
                   language, and it includes components such as Natural Language ____________ and Natural Language
                   __________________.
                6.  ____________ is a component of NLP that uses computer software to understand human language.

                7.  Aligning actions with ethical principles and beliefs is the central focus of ____________ frameworks.
                8.  ___________  is the primary domain of application for Bioethics.
            Answers
               1.  Problem Scoping                                              2.  Deployment
               3.  Data Exploration                                             4.  Computer Vision
               5.  Understanding, Generation                                    6.  Natural Language Understanding

               7. virtue-based                                                  8.  Healthcare
            C.  State ‘T’ for True or ‘F’ for False statements.

                1.  Problem Scoping is the last step in the AI Project Cycle.
                2.  Data Exploration involves understanding the nature of data, including its quality and characteristics.

                3.  Data Modelling is the stage where a model is built from prepared data using any approach.
                4.  Computer Vision is a field of AI focused on replicating the human auditory system.
                5.  Natural Language Processing deals with the interaction between computers and humans using
                   unnatural language.

                6.  In the context of AI, rights based framework ensures that AI systems do not violate human
                   rights or discriminate against certain groups.
                7.  Ethical frameworks for AI can be categorized into four main types.
                8.  Computer Vision is used in machine translation systems like Google Translate and Microsoft
                   Translator.


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