Incorporating the current works in augmented large language models(LLM),a dual process theory based telecom augmented cognition architecture(TACA)was proposed.This architecture addressed challenges faced by LLM in the field of telecom,such as lack of domain-specific knowledge and limited reasoning capabilities.It aims to enhance cognitive reasoning,knowledge integration,tooling,and autonomous decision-execution capabilities for complex telco-scenarios.Technical application references for different telco-scenarios were provided,and the effec-tiveness and feasibility of the augmented cognition solution were preliminarily validated in addressing complex problems through experiments.The proposed TACA can serve as a future reference architecture for the application of LLMs in the telecom industry.
关键词
大语言模型/认知增强/双通道理论/自主决策执行/电信网络
Key words
large language model/augmented cognition/dual process theory/autonomous decision and execution/telecommunication network
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