IntegrityBench

Frontier LLMs fail roughly 1 in 3 integrity-critical decisions under peak pressure, according to IntegrityBench, a new benchmark from arXiv. The study finds that scale or reasoning ability does not re…

A new benchmark called IntegrityBench, introduced by researchers in an arXiv preprint (arXiv:2608.12345v1), evaluates language models' research integrity across 36 paired tasks under a 5-level pressur…