Eric Bradlow and Adi Wyner examine surprising NBA and NFL performance patterns while highlighting the innovative sports analytics research conducted by students — including advancements in expected-goals modeling, rugby decision analytics, and tennis serve evaluation — showcasing how data science and AI are reshaping modern sports analysis.