BAAI identifies eight failure modes in continuous video generation

BAAI says a qualitative analysis of continuous generation models identifies eight core failure modes, including instruction drift, quality degradation and state retention failure.

BAAI reports that across all models tested, no history-dependency following score exceeds 2.817. BAAI says retaining and reusing world states across multi-turn interactions remains a major open bottleneck.