Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems

Large language models (LLMs) and foundation models have been recently touted as a game-changer for 6G systems. However, recent efforts on LLMs for wireless networks are limited to a direct application of existing language mod- els that were designed for natural language processing (NLP) applications. To address this challenge and create wireless-centric foundation models, this paper presents a comprehensive vision on how to design universal foundation models that are tailored towards the deployment of artificial intelligence (AI)-native networks. Diverging from …

ai-native application applications cs.ai cs.cl cs.it cs.lg cs.ni foundation game language language models language processing large language large language models llms lmms math.it modal multi-modal natural natural language natural language processing networks nlp processing systems wireless