Violoop has successfully raised hundreds of millions in Angel and Pre-A round funding, with plans to launch its inaugural desktop device in September. This compact device can be easily connected to existing computers through HDMI and USB ports, negating the necessity for system upgrades or access to software interfaces. The product is designed to tackle the challenge of AI's limited understanding of users, allowing Agents to evolve continually through collaboration with users. It achieves personalized self-evolution through a three-tiered approach: Firstly, it constructs multimodal long-term memory to create a visible and editable personal knowledge base. Secondly, it learns users' work styles, accumulates reusable experiences, and establishes a feedback loop. Thirdly, it integrates validated experiences into model parameters to enable end-cloud collaboration, where the cloud provides public intelligence and the edge device accumulates personal experiences. Furthermore, the device is outfitted with an independent security chip to ensure users have ultimate control over irreversible operations. Its value continuously increases as users engage with it, aiming to provide everyone with a personal Agent that is always available, constantly evolving, and exclusively focused on their interests.