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Write an essay on a topic broadly related to the themes of algorithms, equity, and justice. Your essay should address a concrete problem, assess the current state of affairs, and suggest one or more paths forward. Examples of suitable topics related to algorithms and justice include but are no means limited to bias in facial recognition, the impact of automation on social services for the poor, and the role of technology in combatting climate change. Please note that questions of equity and justice are more specific than the general impact of social media or tech companies on society as a whole. Essays on such general topics will likely receive only partial credit.
You are welcome to argue any angle on your topic, provided that you can offer sound sources and argumentation. For example, you may argue that bias in facial recognition is a major problem in need of solution, or you may argue that no substantial problem exists.
Your essay should satisfy the following criteria.
Sources: The essay should cite and elaborate on at least three news articles, scholarly journal articles, or other primary sources. Opinion articles do not count. Blog posts are generally unsuitable, but posts by established experts may be permissible; ask me if you’re not sure. You should use a consistent citation convention. If you’re not sure which one to use, APA (Links to an external site.) and MLA (Links to an external site.) are both good choices. Up to one source may be a documentary film, while the remainder must be written.
Argument: The essay should have a thesis statement, which is supported by the discussion of the sources. Several examples of successful thesis statements:
Taken together, these articles suggest that algorithmic surveillance of marginalized groups is only increasing with time.
Although studies have revealed significant biases in Google Search, more recent work suggests that these biases may be less important in practice than once believed.
While many proposals exist for how algorithms and computation can be used to combat climate change, these proposals often overlook the role of human interpretation in implementing computer-generating guidance.
Grammar and Writing: Your essay should be written in grammatical English, with complete sentences and careful punctuation.
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