The MASK Benchmark: Disentangling Honesty From Accuracy in AI Systems

Richard Ren, Arunim Agarwal, Mantas Mazeika +13

As large language models (LLMs) become more capable and agentic, the requirement for trust in their outputs grows significantly, yet at the same time concerns have been mounting th…