You can determine and justify the reasons why generated assembly is generated because it's made by a deterministic machine. How is an LLM's output deterministic

You can determine and justify the reasons why generated assembly is generated because it's made by a deterministic machine. How is an LLM's output deterministic and justifiable? How can one hold anyone to account what spews out by a large language model?