There are techniques (e.g, Retrieval- Augmentation Generation) that can improve the accuracy (or statistical probability of accuracy) of specialist subject specific LLMs. However, free LLMs that the public are encouraged to use are genies out of the bottle. Rethink informal v formal advice needed.