Cópia de AI Lead: Liderar a inclusão e a inovação com a IA 4. Utilizar ferramentas de IA para apoiar tarefas estratégicas e administrativas 4.4 Questionário

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Questão 1 de 29

1. Questão
1. What is AI-driven decision making?
- A. Decisions made randomly by a computer program
- B. Using artificial intelligence to analyze data and recommend or make decisions
- C. Automating all business operations without human input
- D. Programming robots to replace human managers
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Questão 2 de 29

2. Questão
2. What is the primary difference between traditional data-informed decision-making and AI-driven decision making in an institutional context?
- A. Traditional methods prioritize efficiency, while AI-driven decision making prioritizes compliance and ethical governance.
- B. AI-driven decision making automates predictive modeling and insights generation, allowing leaders to act on forecasted outcomes rather than past results alone.
- C. Traditional methods are faster because they skip the time-consuming process of training an algorithm.
- D. AI-driven decision making relies only on structured financial data, whereas traditional methods use qualitative interviews.
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Questão 3 de 29

3. Questão
3. Which of the following is a key advantage of AI-driven decision making?
- A. It eliminates all risks
- B. It ensures 100% accurate predictions
- C. It enables faster, data-based insights
- D. It replaces human ethics in decisions
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Questão 4 de 29

4. Questão
4. Which action best demonstrates an institution’s commitment to ensuring equitable outcomes when deploying an AI tool for resource allocation?
- A. Selecting the AI tool that is the fastest to process data, regardless of its internal logic.
- B. Limiting access to the AI tool to only the most senior leadership team.
- C. Using only AI tools developed by local, non-profit organizations.
- D. Conducting a periodic, independent audit to check the AI's results for disproportionate impact on marginalized groups.
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Questão 5 de 29

5. Questão
5. Which factor is most critical to ensure that AI decisions are fair and unbiased?
- A. The speed of the algorithm
- B. The quality and diversity of training data
- C. The size of the AI model
- D. The brand of computing hardware
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Questão 6 de 29

6. Questão
6. In the context of strategic operations, what is the most appropriate application of GenAI for a university leader?
- A. Directly replacing human lecturers for introductory course lectures.
- B. Automating the physical maintenance and repair schedule for all campus buildings.
- C. Synthesizing complex governance documents and drafting high-level reports on policy impacts.
- D. Making real-time, non-negotiable decisions on student disciplinary cases.
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Questão 7 de 29

7. Questão
7. Why is ‘human oversight’ a non-negotiable ethical requirement when AI is used to manage high-stakes decisions like staff promotion or grant approval?
- A. Human judgment is necessary to interpret context, apply discretion, and override results where the AI's conclusion is technically accurate but ethically or logically flawed.
- B. Human oversight ensures that AI is used exclusively for budget forecasting and nothing else.
- C. AI systems are only legally recognized if a human approves the final decision.
- D. The AI cannot connect to the institutional network without manual intervention.
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Questão 8 de 29

8. Questão
8. For successful AI-driven decision making implementation, the focus on data quality (integrity, accuracy, and comprehensiveness) should primarily be driven by which strategic goal?
- A. Simplifying the training curriculum for end-users and administrators.
- B. Minimizing the overall cost of the AI software subscription.
- C. Ensuring the decisions derived from the AI are reliable, trustworthy, and actionable for institutional leaders.
- D. Allowing the system to be run using only a single, large centralized server.
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Questão 9 de 29

9. Questão
9. What is one major advantage of applying GenAI in strategic operations?
- A. It removes the need for human oversight
- B. It automates complex tasks and enhances data-driven decisions
- C. It reduces organizational transparency
- D. It limits collaboration among departments
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Questão 10 de 29

10. Questão
10. In your opinion, how can GenAI improve efficiency in administrative work?
- A. By creating new leadership structures
- B. By automating routine tasks like reporting and scheduling
- C. By eliminating human staff
- D. By increasing paperwork
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Questão 11 de 29

11. Questão
11. What role does ChatGPT play in leadership operations?
- A. Forecasting stock prices
- B. Replacing project managers
- C. Generating reports, summaries, and strategic drafts
- D. Tracking physical attendance
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Questão 12 de 29

12. Questão
12. What is the key leadership benefit of using GenAI in strategy development?
- A. It supports data-driven decision-making and scenario analysis
- B. It automates employee training
- C. It replaces leadership roles
- D. It reduces ethical responsibility
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Questão 13 de 29

13. Questão
13. Why is data quality important when selecting GenAI tools?
- A. Poor data improves system creativity
- B. AI tools rely on accurate data to produce reliable insights
- C. Data quality has no impact on AI performance
- D. High-quality data slows AI systems
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Questão 14 de 29

14. Questão
14. Which of the following tools offers free AI-supported document drafting and note-taking features?
- A. Microsoft Copilot
- B. AutoCAD
- C. Salesforce
- D. Jira
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Questão 15 de 29

15. Questão
15. What ethical concern must leaders consider when implementing GenAI tools?
- A. Increasing operational speed
- B. Reducing employee creativity
- C. Focusing only on productivity metrics
- D. Ensuring fairness, data privacy, and accountability
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Questão 16 de 29

16. Questão
16. Which evaluation criterion ensures that AI tools can grow with an organization’s needs?
- A. Scalability and integration
- B. Cost and marketing potential
- C. Team size
- D. Branding and design
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Questão 17 de 29

17. Questão
17. How can leaders encourage team adoption of GenAI tools?
- A. By limiting training to executives
- B. By providing user-friendly tools and adequate support
- C. By forcing immediate adoption without feedback
- D. By ignoring staff concerns
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Questão 18 de 29

18. Questão
18. What is one potential risk of overreliance on GenAI in leadership?
- A. Enhanced data insights
- B. Reduced human judgment and oversight
- C. Improved collaboration
- D. Stronger ethics compliance
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Questão 19 de 29

19. Questão
19. Why should organizations pilot GenAI tools before full adoption?
- A. To test functionality, cost-benefit, and organizational fit
- B. To delay innovation
- C. To avoid training costs
- D. To limit employee involvement
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Questão 20 de 29

20. Questão
20. What is the main goal of using AI tools with ethical and inclusive practices?
- A. To automate every task possible
- B. To replace human roles entirely
- C. To support decision-making while ensuring fairness, transparency, and accountability
- D. To reduce costs at all costs
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Questão 21 de 29

21. Questão
21. Why is inclusivity important when using AI tools in organizations?
- A. It ensures a wide range of perspectives and prevents discrimination
- B. It slows down the decision-making process
- C. It increases the complexity of AI models
- D. It reduces the need for training data
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Questão 22 de 29

22. Questão
22. What steps help ensure fairness in AI outputs?
- A. Avoiding all human review
- B. Using only historical data
- C. Allowing AI to self-correct without oversight
- D. Regularly auditing training data for bias
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Questão 23 de 29

23. Questão
23. Transparency in AI means:
- A. AI decisions should be explainable and understandable to humans
- B. Keeping AI systems secret to protect data
- C. Allowing only developers to access AI logic
- D. Making all AI code public
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Questão 24 de 29

24. Questão
24. Which of the following is a sign of good AI governance?
- A. Decisions are made automatically with no review
- B. Clear policies define who is responsible for AI decisions
- C. AI is used without user consent
- D. AI tools are adopted with no testing
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Questão 25 de 29

25. Questão
25. What should be done before adopting a new AI tool?
- A. Pilot and test it for ethical risks and inclusivity
- B. Implement it immediately to save time
- C. Let developers decide without user input
- D. Skip training for end users
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Questão 26 de 29

26. Questão
26. How can leaders maintain accountability in AI-driven processes?
- A. Delegate all responsibility to the AI vendor
- B. Remove human intervention completely
- C. Use AI without clear documentation
- D. Keep human oversight in all major decisions
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Questão 27 de 29

27. Questão
27. What is one ethical concern when using free or freemium AI tools?
- A. Limited customization options
- B. Potential misuse or leakage of user data
- C. Lack of creative features
- D. Higher accuracy
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Questão 28 de 29

28. Questão
1. Why is continuous monitoring of AI systems necessary?
- A. To ensure the AI remains fair, accurate, and aligned with organizational values
- B. To increase data volume for the AI model
- C. To speed up decision-making
- D. To reduce human involvement
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Questão 29 de 29

29. Questão
- A. How much time will it save?
- B. Can it replace management roles?
- C. Does it comply with data privacy laws and promote fairness?
- D. Is it popular with other companies?
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