A helpful perspective for anyone working with this tech: The LLMs "know" things as a side effect of teaching them to speak - more value comes from using this as

A helpful perspective for anyone working with this tech: The LLMs "know" things as a side effect of teaching them to speak - more value comes from using this as a basis to augment a solution like completing code grounded in documentation. In other words, don't rely on the LLM by itself, it just happens to be able to remember most information as a side effect of its learning. Most important is the ability of these systems to transform knowledge and data when appropriate. Don't use it to read CSV's for example.