LLMs can answer matched answerable questions with near-perfect accuracy when attached to the same panels, showing the failure is not due to incapacity

Incapacity is not the answer: on matched answerable questions attached to the same panels, the same models answer essentially always, at near-perfect accuracy.

http://arxiv.org/abs/2608.27167v1