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<p>It could be advantageous to qualify “scholars” with “well-known” ! Of course a few words from such scholars won’t buy you much, it should actually say something about your potential, and hopefully they are reasonably willing to recommend you.</p>
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<p>Kind of a meaningful question, but more generally: note that a lot of the academics you will ever run into are very connected with each other and know (personally) the people in each others’ departments. So you are competing not against MIT only, but also against anyone in the good graces of people who know MIT faculty well. This means Harvard, this means many other places. </p>
<p>Also, the graduate department in certain fields may be small, and in fact the strong students applying from Harvard and MIT may in fact be of numbers enough to intimidate you. However, they are not all planning on studying the same thing, and MIT will consider you over another applicant coming from MIT (potentially, at least) if your credentials indicate you will bring some distinct research potential and interests. Yeah, if someone applies from MIT wanting to do exactly what you want to do, has more famous people on his/her side from inside the department your’e applying to, you might be screwed :), but getting into MIT for grad school isn’t something one should expect necessarily.</p>
<p>Participate in research programs outside your school with some “prestige” attached to them if you can, if you do not come from a well-known school. And if you don’t come from a well-known school, hard and fast scores are important to secure your competence in the eyes of admissions. Never do things that you find are a total waste of your time with the hope that it’ll boost your application, as you will find it doesn’t almost 100% of the time, if not 100% of the time.</p>
<p>Also, people from famous schools are wary of letters of recommendation from lesser known schools (note: lesser known in the scope of academics, so this would mean Harvey Mudd still qualifies as well-known, since we’re talking of academia, not the average person who knows only about Harvard and the local state school). They see too many letters that say “Joe is the greatest ever, and I am in awe of his ability to …” … a letter from a credible scholar who says “this is not the smartest person I’ve seen and isn’t that impressive to me…but you’ll not find many/any people from our program who realistically bring more to the table right now” is better. That is, it actually gives the person reading it a good reason to make a certain decision, rather than just singing praises or, on the other extreme, detailing the student’s worthlessness.</p>