Valeo VATIX 9B world models

di Ts Floyd: artificial intelligence

Valeo just proved that crowd-sourced dashcam footage can outperform every open competitor in its category without needing a proprietary fleet or lab. They fed 5,500 hours of video from everyday drivers across 28 countries into natix_network to train over 200 world models and build the VATIX 9B system. The results are stark: image quality jumped more than 60% compared to previous open benchmarks, while video consistency improved by nearly 70%. Everything was trained from scratch using only that single data source. After running over 200 experiments, the dataset remained not fully exhausted.