Contrastive instability (the conditional rate at which a model fails to resolve all statements within a triplet) can isolate fragmented reasoning from complete failure in multimodal models

We define contrastive instability as the conditional rate at which a model fails to resolve all statements within a triplet, isolating fragmented reasoning from complete failure

http://arxiv.org/abs/2608.27135v1