Deterministic AI

The enthusiasm around AI has been focused on large language models for years now. For quite a few folks, this is their first real experience with AI at all. And I am sure you have noticed something: LLMs are non-deterministic. In other words, repeated invocations of the algorithm with the same inputs typically produces different outputs. You can demonstrate this yourself. Open a chat AI tool in two incognito tabs, asking it a substantial prompt like "explain LLMs to me", and you will see the res