Fantastic Bugs and Where to Find Them in AI Benchmarks. - Sang T. Truong; Yuheng Tu 001; Michael Hardy; Anka Reuel; Zeyu Tang 002; Jirayu Burapacheep; Jonathan Perera; Chibuike Uwakwe; Ben Domingue; Nick Haber; Sanmi Koyejo (CoRR, 2025)