On November 7th, OpenAI held its first developer conference, unveiling a series of significant products and open-sourcing two new offerings: the innovative decoder ConsistencyDecoder and the latest speech recognition model Whisperv3. These products have greatly enhanced the performance of Stable Diffusion. ConsistencyDecoder can replace the Stable Diffusion VAE decoder, significantly improving images of text, faces, and lines. Whisper large-v3 has enhanced performance across various languages. Consistency Models directly map noise to the data distribution, generating high-quality images without the need for an iterative process.