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This paper introduces IntegrityBench, a benchmark for evaluating whether LLMs uphold research integrity when acting as co-scientists under institutional pressure. Findings show frontier models fail roughly 1 in 3 integrity-critical decisions under peak pressure, and that ethical action does not require accurate misconduct classification.