You need to go back and research AI safety long before LLMs were a thing. Any complex goal driven system will have outcomes that cannot be predicted. Saying "it's a mathematical model" belies your ignorance of behavior in complex systems. Very tiny changes in initial conditions can have vastly different outcome in results and you don't have enough entropy in the visible universe to test them all.