SafeTutors: Benchmarking Pedagogical Safety in AI Tutoring Systems. - Rima Hazra; Bikram Ghuku; Ilona Marchenko; Yaroslava Tokarieva; Sayan Layek; Somnath Banerjee 002; Julia Stoyanovich; Mykola Pechenizkiy (CoRR, 2026)