Why I won't trust an LLM to help me cook explosives: The mismatch between high stakes decision making and low-quality data

Disclaimer

There are ML, LLM, or "AI" systems which are trained using high-quality data which is used as part of their training, testing, cross-validation sets etc. Their results are verified by experts. They are probably quite nice systems, but they also have a high price tag (and come with questions …