Consistency Models are a new approach to improving the efficiency of diffusion models. These models use a different method for generating images, audio, or videos, one that doesn't rely on an iterative sampling process. This makes them potentially faster than traditional diffusion models. According to OpenAI, Consistency Models can generate high-quality outputs in a single pass, rather than requiring multiple iterations. --- Why it matters: This matters because it could lead to more efficient and scalable AI systems for tasks like image generation, where speed is crucial. Source: https://openai.com/index/consistency-models