AI can only look at the past and guess.
You see this phenomena on display when using the current “hot” LLM’s.
Ask it to review a document.
What sounds like a simple ask looks good at first. The grammar looks good, and the references seem real.
Except – none of it is “known,” and all of the output is a guess.
That guess can have consequences: