Liming Lin

STOS: A Biomimetic Cognitive Architecture for Self-Evolving LLM Agents

Large Language Model (LLM) agents demonstrate remarkable capabilities but lack mechanisms for autonomous self-evolution—the ability to improve their own cognitive structures through experience. We present STOS (Seek Truth OS), a biomimetic cognitive architecture that integrates h...

STOS: A Biomimetic Cognitive Architecture for Self-Evolving LLM Agents

Large Language Model (LLM) agents demonstrate remarkable capabilities but lack mechanisms for autonomous self-evolution—the ability to improve their own cognitive structures through experience. We present STOS (Seek Truth OS), a biomimetic cognitive architecture that integrates h...

STOS: A Biomimetic Cognitive Architecture for Self-Evolving LLM Agents

Large Language Model (LLM) agents demonstrate remarkable capabilities but struggle with self-evolution the ability to autonomously improve their own cognitive architecture through experience. We present STOS (Seek Truth OS), a biomimetic cognitive architecture that enables self-e...