Stanford GSB MBA Essay A: What matters most to you, and why? (650 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 industry. 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 black 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 over 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: Such risky openers will only work if you are from the same ethnicity as the line addresses.
Sample Stanford GSB MBA Essay A: What matters most to you, and why? (Generative AI, Bias, and Safety) (649 Words)
"African American fathers are more likely to stop child support than any ethnicity in the world. I would recommend that the person be quoted a premium at 20% over $R."
<x> - our first AI-driven text generative tool for the insurance giant, Y, was in beta. As the Product Manager, my role was to spot biases and ensure data privacy in all our machine-learning algorithms.
When my friend looked at me for validation, I wondered, "There must be truth to that statement."
My father abandoned my family when I was 5, and my sister was 3. He had developed an addiction that ruined our finances and forced my mother to ...
Download the Complete Stanford GSB What Matters Essay on Generative AI and Bias
