LBS MBA Essay: What makes you unique? (200 words)
Background Information: Testing the authenticity of the insights from Generative AI was a challenge for the applicant when it suggested a stereotype.
Theme: AI, Safety
Theme (Explained): AI safety is an emerging function. The threat is real when the fallout is visible. But there are subtle reaffirmations of stereotypes that can negate decades of progress if the person testing AI is not vigilant. The faulty condition under which insurance premiums for African Americans were evaluated is the subject of AI bias.
Profile: Consultant
Industry: Technology
MBA Essay Strategy: Capturing doubt in an essay is the best way to hook the reader. And doubt expressed from the applicant’s point of view or experience is even better than an evaluation of a scenario through reason.
The biases from the 19th and 20th centuries continue to keep black communities with low coverage. When approval of insurance and calculation of premiums depend on AI, the originator of biases and prejudices would be an algorithm capable of spreading biases at scale.
Offering historical context on the origin of the bias was crucial for the essay to connect with the reader. I have strategically placed the ‘facts’ in the middle while building up the applicant’s story and her experience growing up without a father in the first half of the essay.
Opener: By starting with the role of the applicant, I want to set up the challenges of finding biases in AI-generated conclusions.
LBS MBA Essay: What makes you unique (Critical Thinking)(196 Words)
For our first AI-driven text generative tool, my role as a Product Manager was to spot biases in all our machine-learning algorithms.
The algorithm concluded a negative observation about the credit score of African Americans.
I had observed the struggles of my mother, who had to work two jobs to raise my sister and I after my father, an African American, abandoned our family. Every instinct pointed to validating the observation, but with research, I found that in 1881, one of America's largest insurance companies began putting a clause ..
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