Associate Director of CITS Kevin Almeroth along with graduate researcher Allan Knight will discuss and demonstrate the new open-source software PAIRwise: (Paper Authorship Integrity Research) developed by CITS to help instructors in the pursuit of fairness and integrity in the classroom.