Clawdbot is an open-source personal AI assistant, conceived as a cross-platform AI task assistant that transcends the capabilities of mere conversation. It serves as a bridge between large language models and users' local systems, facilitating a seamless transition from dialogue to practical execution. Clawdbot can be installed and operated on users' local devices, such as a Mac mini, and is granted system-level permissions. This setup allows it to receive remote instructions via chat software and carry out complex tasks, including email management, file organization, and even code writing. Additionally, Clawdbot boasts long-term memory capabilities, enabling it to continuously learn and adapt to user habits over time. Due to some trademark-related concerns, Clawdbot has undergone several rebrandings and is now officially known as OpenClaw. Its widespread popularity underscores the significant economic potential of AI Agents and edge computing networks, fueling market enthusiasm for investments in AI applications and the necessary infrastructure to support them.