CAViAR Asks Whether AI Can Tell Who Caused an Automotive Collision
Can AI explain who caused a crash? The CAViAR benchmark from NEC Laboratories America tests vision-language models on 2,249 real dashcam accident videos and finds that models read lighting and weather cues but struggle to identify the at-fault driver and the traffic rule that was broken.
