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Guideline for Tech update reports Assignment
Write one page for each of the three questions below, for a total of three
pages.
1st Question: The contemporary use of data analytics
The first report is about the contemporary use of data analytics (all kinds of things such as regression, experiment, machine learning, or AI) to solve a business or social problem. Students should base their updates on articles published in the popular press, recognized internet sources, journal articles, etc. The updates should emphasize 1) an effective summary of original source, 2) the role of data analytics for the case, and if possible, 3) the statistical method utilized. Also, in the report, students must include the URL of original source.
2nd Question: AI Fairness
The second report is about the issue of AI Fairness. Students must provide their own opinion on the following two questions based on relevant evidence to support their arguments.
2-1. Although there are various definitions of algorithmic fairness, there is no agreed-upon definition yet. Do you think a universal definition of ‘algorithmic fairness’ is possible? If so, what do you think its core concept is? If the concept of algorithmic fairness is difficult to apply universally, why do you think it is?
2-2. Discuss the social impact of unfair algorithms.
3rd Question: AI Creativity
The third report is about the issue of AI Creativity. Students must provide their own opinion on the following two questions based on relevant evidence to support their arguments.
3-1. What is System 1 thinking and System 2 thinking, what are the current obstacles for AI to do System 2 thinking, and do you think it is possible for AI to do System 2 thinking?
3-2. What social changes will occur if AI is introduced into the field of art (such as painting, music or movie)? And find and explain such current examples of creative AI in a real world.
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