OpenAI has unveiled Sora, a groundbreaking tool capable of generating highly realistic video snippets from simple text prompts, sparking discussions among content creators about the potential impact on their profession. Sora's capabilities have been demonstrated through various examples, including a highly realistic video of a dog typing on a keyboard. Additionally, OpenAI has employed an iterative deployment strategy, introducing Sora videos on TikTok, marking the company's first use of the platform. The technology behind Sora involves advanced diffusion models, such as MVDiffusion++ for 3D object reconstruction and RealCompo for text-to-image generation, showcasing remarkable success in visual generation tasks. These models have now been extended to generate high-performing neural network parameters. Moreover, OpenAI used DALL•E 3's re-captioning technique with Sora for improved language understanding, further showcasing the versatility and potential of diffusion models in advancing AI capabilities.