Learning Outcome 1: Written analysis of an ethical dilemma case study related to AI language models.
Assessment: Each learner submits a written analysis of an ethical dilemma case study associated with the use of AI language models, demonstrating their understanding of the ethical considerations involved and proposing potential solutions. Your written analysis should be well-structured, coherent, and supported by relevant references and citations.
Pay attention to clarity of expression, grammar, and spelling in your submission.
Case Study Scenario: A popular social media platform is using an AI language model to generate personalized recommendations for its users. However, it has come to light that the recommendations tend to favor certain political ideologies, resulting in an echo chamber effect and reinforcing existing biases among the users.
Aspects to Consider:
a) Describe the situation and the stakeholders involved.
b) Identify the potential biases present in the AI-generated recommendations.
c) Discuss the potential impact of these biases on individuals and society.
d) Evaluate the ethical considerations associated with bias in AI language models.
e) Propose potential solutions to mitigate the biases and promote fairness in the recommendations.