AIOS: LLM Agent Operating System

The source introduces AIOS, an innovative Large Language Model (LLM) agent operating system designed to optimize the performance and deployment of LLM-based intelligent agents. It addresses key challenges like suboptimal scheduling, resource allocation, and context management by integrating LLMs as the "brain" of the operating system. AIOS features a layered architecture including application, kernel (OS and LLM kernels), and hardware layers, with the LLM kernel providing crucial modules for agent scheduling, context management, memory/storage management, and tool/access control. The system aims to facilitate concurrent execution of multiple agents and enhance their ability to solve complex, real-world tasks through synergistic interaction between LLM reasoning and OS-level actions. Ultimately, AIOS seeks to pioneer a more efficient and robust ecosystem for developing and deploying diverse LLM agents.