The document discusses strategies for recruiting research-oriented graduate students. It notes that current graduate students and alumni can help with recruitment efforts. However, aligning the goals and incentives of faculty and administrators can be challenging. The document provides recommendations, including having department websites feature faculty and students, creating awards for advising, and using tools like GradTrek to better connect applicants with programs and faculty.