"Carefully tested prompts" sounds a lot like "these are the lotto numbers we know are right" kind of thing? How in the world are these things used for anything

"Carefully tested prompts" sounds a lot like "these are the lotto numbers we know are right" kind of thing? How in the world are these things used for anything programmatically deterministic?