A new self-sovereign, local, private, and secure large language model (LLM) setup has been highlighted in April 2026. This setup emphasizes user control and privacy, allowing individuals to operate LLMs independently without relying on external cloud services. The approach is gaining traction among privacy-conscious users who seek to maintain control over their data and computational processes.