Language models have structural limits: outdated knowledge, no fact checking, answers that vary from one attempt to the next, and sensitivity to how the request is worded. These limits mean you must review the results and avoid generative AI for tasks where an error is costly.
Example
A model confidently cites a law that does not exist: the form is convincing, the substance has not been checked.