DeepSeek released a preview of V4, its latest open-source flagship model. A new architecture allows the system to process significantly longer prompts with higher efficiency than previous generations. This update targets developers handling massive datasets. The release maintains the firm's commitment to open weights despite increasing competition from closed-source proprietary models.