Soft Contamination Means Benchmarks Test Shallow Generalization. - Ari Spiesberger; Juan J. Vazquez; Nicky Pochinkov; Tomas Gavenciak; Peli Grietzer; Gavin Leech; Nandi Schoots (CoRR, 2026)