Chinese firm DeepSeek released a preview of its V4 flagship model on Friday. The open-source system processes significantly longer prompts than previous generations through a more efficient text-handling architecture. This update lowers the barrier for developers managing massive datasets. It challenges proprietary giants by offering high-capacity context windows for free.