If you're automating filling out the form, you aren't reading the instructions and you aren't checking what you're putting into it as much as you should be. And if you put in incorrect information, it tends to be considered fraud, even if it's downstream of a sloppy LLM rather than downstream of a particular fraudulent scheme.