Abstract
From the background information supplied by the inventors, news correspondents o btained the followingquote: “Artificial intelligence (AI) has had tremendous ad vancements in recent years. Chatbots built onlarge language models (LLMs), a co mputer algorithm that processes natural language inputs and predictsthe next wo rd based on what it has seen, have gained large popularity in a short amount of time.Nevertheless, it is still difficult to integrate existing Ais, however com plex, into an operating system (OS),due to the following difficulties.