
Pathological Truth Bias in Vision-Language Models
MATS, a behavioral audit for vision language models, identifies systematic failures in spatial consistency and suggests repair paths through activation patching.

MATS, a behavioral audit for vision language models, identifies systematic failures in spatial consistency and suggests repair paths through activation patching.