You are already at the latest version Large language models (LLMs) are rapidly transforming the design and operation of communication systems, while the advent of sixth-generation (6G) networks provides the infrastructure necessary to sustain their unprecedented scale. This survey investigates the bidirectional relationship between LLMs and 6G networks from two complementary perspectives.