LLMs typically cite sources when they've used external tools like Bing search or partnerships with news outlets or platforms like Reddit. Without external tools, LLMs rely on their training data and don't cite specific sources. The decision to cite is often influenced by the system prompt given to the LLM. Source citation reflects the LLM's certainty about where specific information came from.