ByteDance's Seedance 2.0 Hits a Wall: Not Enough GPUs

ByteDance's hot new AI video model is buckling under demand, leaving users waiting hours for a single clip.

ByteDance's Seedance 2.0 Hits a Wall: Not Enough GPUs

ByteDance launched Seedance 2.0 and it looked like a juggernaut. The AI video generation model quickly grabbed attention as a serious competitor in the space. Then reality hit.

Massive user demand has overwhelmed ByteDance's available compute resources, creating a brutal bottleneck. Users are now stuck waiting hours just to generate a single video. For a tool meant to showcase cutting-edge AI capabilities, that's a rough look.

Making matters worse, copyright complaints are stacking up alongside the technical growing pains. It's a familiar one-two punch for generative AI companies: scale fast, then scramble to handle both infrastructure limits and legal headaches simultaneously.

The situation highlights a persistent truth in the AI arms race — having a powerful model means nothing if you can't serve it at scale. ByteDance now faces the expensive task of catching its infrastructure up to its ambitions.