Stability AI (DreamStudio)

Stability AI is the highest-risk corporate dependency in this category. The open-source Stable Diffusion model is widely used and technically excellent — but the company behind it has a documented history of failing to pay cloud computing bills, multiple rounds of mass layoffs, a CEO resignation under investor pressure alleging governance failures, and an ongoing Getty Images copyright lawsuit. These aren't historical footnotes; they are active company characteristics.