{"id":1034,"date":"2025-01-03T01:42:57","date_gmt":"2025-01-03T01:42:57","guid":{"rendered":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/?post_type=chapter&p=1034"},"modified":"2025-01-03T02:06:23","modified_gmt":"2025-01-03T02:06:23","slug":"14-7-exercises","status":"publish","type":"chapter","link":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/chapter\/14-7-exercises\/","title":{"rendered":"14.7 Exercises"},"content":{"raw":"
\r\n

Exercise 1: GenAI in Agile Project Management<\/strong><\/h2>\r\n<\/header>\r\n
\r\n\r\nA fictional startup, TechVerse<\/strong>, is developing a mobile app for remote team collaboration. The app includes task management, video conferencing, and file-sharing features. TechVerse\u2019s project manager has incorporated Generative AI (GenAI) tools to enhance the agile project management process.\r\n\r\nThe project team uses a Large Language Model (LLM) like ChatGPT for the following tasks:\r\n
    \r\n \t
  1. Generating user stories for each feature.<\/li>\r\n \t
  2. Estimating story points based on complexity, effort, and dependencies.<\/li>\r\n \t
  3. Creating burndown charts to monitor sprint progress.<\/li>\r\n \t
  4. Summarizing daily stand-ups to share updates with stakeholders.<\/li>\r\n<\/ol>\r\nHowever, during the first sprint, the project team identified challenges with:\r\n
      \r\n \t
    • Bias in AI-generated story points due to insufficient context in the prompts.<\/li>\r\n \t
    • Hallucinations in the summaries that led to inaccurate information being shared with stakeholders.<\/li>\r\n \t
    • Limited understanding among team members on how to refine prompts for better outputs.<\/li>\r\n<\/ul>\r\n

      Questions<\/h3>\r\n
        \r\n \t
      1. List two ways TechVerse benefited from using GenAI tools in their agile project management process.<\/li>\r\n \t
      2. What challenges did TechVerse face when using GenAI tools, and how could these challenges be mitigated?<\/li>\r\n \t
      3. Propose a better prompt to refine the accuracy of story points generated by the LLM.<\/li>\r\n \t
      4. What strategies could the project manager implement to avoid hallucinations in AI-generated summaries?<\/li>\r\n<\/ol>\r\n<\/div>\r\n<\/div>\r\n
        \r\n

        Exercise 2: GenAI in Predictive Project Management<\/strong><\/h2>\r\n<\/header>\r\n
        \r\n
        \r\n
        \r\n
        \r\n
        \r\n\r\nGlobalBuild Inc.<\/strong>, a construction company, is planning a large-scale project to build a new corporate headquarters. The project manager decided to use GenAI tools for:\r\n
          \r\n \t
        1. Developing a detailed project charter, including objectives, stakeholders, and deliverables.<\/li>\r\n \t
        2. Generating a Gantt chart for project scheduling.<\/li>\r\n \t
        3. Predicting potential risks and suggesting mitigation strategies using historical project data.<\/li>\r\n<\/ol>\r\nDuring the planning phase, the following issues arose:\r\n
            \r\n \t
          • The project charter lacked key assumptions and constraints because the GenAI model was not provided with adequate context.<\/li>\r\n \t
          • The Gantt chart had incorrect task dependencies, which led to delays in the planning phase.<\/li>\r\n \t
          • Risk predictions were biased due to historical data reflecting outdated industry trends.<\/li>\r\n<\/ul>\r\n

            Questions<\/h3>\r\n
              \r\n \t
            1. How could GlobalBuild\u2019s project manager improve the prompt given to the GenAI tool to develop a more comprehensive project charter?<\/li>\r\n \t
            2. Suggest a strategy to ensure that the Gantt chart generated by GenAI has accurate task dependencies.<\/li>\r\n \t
            3. What actions can the project manager take to reduce bias in the risk predictions provided by the GenAI tool?<\/li>\r\n \t
            4. Reflect on the overall value of using GenAI in GlobalBuild\u2019s project management processes. What additional steps could the company take to maximize the benefits of GenAI?<\/li>\r\n<\/ol>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>","rendered":"
              \n
              \n

              Exercise 1: GenAI in Agile Project Management<\/strong><\/h2>\n<\/header>\n
              \n

              A fictional startup, TechVerse<\/strong>, is developing a mobile app for remote team collaboration. The app includes task management, video conferencing, and file-sharing features. TechVerse\u2019s project manager has incorporated Generative AI (GenAI) tools to enhance the agile project management process.<\/p>\n

              The project team uses a Large Language Model (LLM) like ChatGPT for the following tasks:<\/p>\n

                \n
              1. Generating user stories for each feature.<\/li>\n
              2. Estimating story points based on complexity, effort, and dependencies.<\/li>\n
              3. Creating burndown charts to monitor sprint progress.<\/li>\n
              4. Summarizing daily stand-ups to share updates with stakeholders.<\/li>\n<\/ol>\n

                However, during the first sprint, the project team identified challenges with:<\/p>\n

                  \n
                • Bias in AI-generated story points due to insufficient context in the prompts.<\/li>\n
                • Hallucinations in the summaries that led to inaccurate information being shared with stakeholders.<\/li>\n
                • Limited understanding among team members on how to refine prompts for better outputs.<\/li>\n<\/ul>\n

                  Questions<\/h3>\n
                    \n
                  1. List two ways TechVerse benefited from using GenAI tools in their agile project management process.<\/li>\n
                  2. What challenges did TechVerse face when using GenAI tools, and how could these challenges be mitigated?<\/li>\n
                  3. Propose a better prompt to refine the accuracy of story points generated by the LLM.<\/li>\n
                  4. What strategies could the project manager implement to avoid hallucinations in AI-generated summaries?<\/li>\n<\/ol>\n<\/div>\n<\/div>\n
                    \n
                    \n

                    Exercise 2: GenAI in Predictive Project Management<\/strong><\/h2>\n<\/header>\n
                    \n
                    \n
                    \n
                    \n
                    \n

                    GlobalBuild Inc.<\/strong>, a construction company, is planning a large-scale project to build a new corporate headquarters. The project manager decided to use GenAI tools for:<\/p>\n

                      \n
                    1. Developing a detailed project charter, including objectives, stakeholders, and deliverables.<\/li>\n
                    2. Generating a Gantt chart for project scheduling.<\/li>\n
                    3. Predicting potential risks and suggesting mitigation strategies using historical project data.<\/li>\n<\/ol>\n

                      During the planning phase, the following issues arose:<\/p>\n

                        \n
                      • The project charter lacked key assumptions and constraints because the GenAI model was not provided with adequate context.<\/li>\n
                      • The Gantt chart had incorrect task dependencies, which led to delays in the planning phase.<\/li>\n
                      • Risk predictions were biased due to historical data reflecting outdated industry trends.<\/li>\n<\/ul>\n

                        Questions<\/h3>\n
                          \n
                        1. How could GlobalBuild\u2019s project manager improve the prompt given to the GenAI tool to develop a more comprehensive project charter?<\/li>\n
                        2. Suggest a strategy to ensure that the Gantt chart generated by GenAI has accurate task dependencies.<\/li>\n
                        3. What actions can the project manager take to reduce bias in the risk predictions provided by the GenAI tool?<\/li>\n
                        4. Reflect on the overall value of using GenAI in GlobalBuild\u2019s project management processes. What additional steps could the company take to maximize the benefits of GenAI?<\/li>\n<\/ol>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"author":256,"menu_order":8,"template":"","meta":{"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"class_list":["post-1034","chapter","type-chapter","status-publish","hentry"],"part":478,"_links":{"self":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/pressbooks\/v2\/chapters\/1034","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/wp\/v2\/users\/256"}],"version-history":[{"count":6,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/pressbooks\/v2\/chapters\/1034\/revisions"}],"predecessor-version":[{"id":1044,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/pressbooks\/v2\/chapters\/1034\/revisions\/1044"}],"part":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/pressbooks\/v2\/parts\/478"}],"metadata":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/pressbooks\/v2\/chapters\/1034\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/wp\/v2\/media?parent=1034"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/pressbooks\/v2\/chapter-type?post=1034"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/wp\/v2\/contributor?post=1034"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/projectmanagement2ndedition\/wp-json\/wp\/v2\/license?post=1034"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}