32.17.1. Ethical Issues in Civil AI Applications

Try these first

1. 1.

   What does bias in AI systems refer to?

   Hint

   Think about how data can affect decision-making.

2. 2.

   Define explainable AI.

   Hint

   What does it mean to explain AI's actions?

3. 3.

   What does AI bias refer to?

   • Unbiased decision-making
   • Unfair outcomes based on data
   • Transparency

   Hint

   Think about how existing data can shape AI decisions.

4. 4.

   True or False: Explainable AI helps in understanding AI's decisions.

   • True
   • False

   Hint

   Recall what XAI aims to achieve.

5. 5.

   Analyze a civil project where AI decisions led to community pushback due to perceived bias. Discuss what went wrong and propose how to address these concerns ethically.

   Hint

   Reflect on the importance of community engagement.

6. 6.

   Consider a scenario where an AI algorithm fails to consider a demographic group leading to legal ramifications. What steps should project managers take to rectify this?

   Hint

   Think about accountability measures in project management.