This document provides samples and advice for writing a strong personal statement for an LLM application. It emphasizes that the personal statement can significantly help or hurt an application. Several impressive personal statements are highlighted as inspiration for applicants to write their own. The document stresses showing your authentic self in the statement. It also recommends including influences for pursuing the particular area of study and highlighting abilities that would make one a strong student. Focused, organized, and specific statements that directly address the goals of the program are advised.