Our research explores the integration of LLMs with networking technologies to improve emergency response systems. By utilizing LLMs like GPT, my work focuses on real-time analysis of emergency communications, including fragmented or unclear messages, to reconstruct meaningful information and prioritize responses. This approach enhances network efficiency by dynamically allocating resources based on the severity of emergencies, ensuring rapid and accurate communication during critical situations. The ultimate goal is to optimize decision-making and resource management in high-stress, time-sensitive environments.
