Sloan essay examples: what generic AI gets wrong with the Cover Letter
Ask a general-purpose model for an MBA cover letter and you get a letter that could go to any school with the name swapped, opening on where you work and closing on what the program will do for you. It is competent business writing. It is not what admissions is looking for.
It leads with your resume instead of a pitch
“I am a mechanical engineer with six years of experience at an industrial automation company.” That sentence tells admissions facts they can read on the resume. A model starts here because job-application letters in its training data start here. General models lack the admissions expertise to know that successful MBA applications showcase leadership potential. MIT wants to hear how you pitch your strengths in a world with short attention spans and quick judgement calls. So the first line of this letter should open with your strongest pitch of what you are good at: “I am a product marketing manager with a track record of launching AI trained with proprietary data to millions of enterprise users and a passion for mentoring the next generation of technology leaders.”
Ask your AI — “Does my first sentence say what I am proven at, or only where I have worked?”
It writes a career goal into a letter that never asked for one
“An MBA will equip me to transition into operations leadership within the electric vehicle industry.” Most MBA writing a model has seen is goals-essay writing, so it uses a goal as the central theme whenever a business school is mentioned. Sloan is asking who you are and how you will grow here, not what title you want in five years.
Direct your AI — “Strip all mentions or themes of post-MBA goals.”
It retells the project and skips the skill
A model will walk through what the team did, in order, and land on a number “decreased errors by 60%”. What it leaves out is the part that makes the example worth 60 of your 300 words, which is what was hard about it and what you specifically did when it got hard. An example that reads as a summary of your job does not prove to MIT admissions that you have truly mastered the strengths you pitched.
Ask your AI — “For each example here, what is the skill it demonstrates and how does it tie to my main pitch?”
The Sloan paragraph takes and never gives
“The collaborative culture and access to industry leaders will accelerate my transition.” Models write the school paragraph as a list of what the applicant will receive, because that is the shape of nearly every why-school sentence they have seen. A class you will take is not a contribution. What you will start, host, teach, or organize for the people around you is, and it can be as small as a dinner or as large as a conference.
Ask your AI — “What does this letter say I will do for the people around me at Sloan? How can I reposition my content to express how I contribute using one solid example?”
Read more on answering why-MIT, and every other why-school question, in “Why MBA” Essay: Examples & AI MBA Essay Review.