Yeah and some clocks have a second hand and some don’t sometimes clocks use roman numerals sometimes they’re arabic numerals, and that’s if it can understand based on context if someone saying just “clock” in the data the scraped is referring to a digital clock or an analog clock.

In general LLMs don’t understand logic, though I suspect they have given some of them ability to run some code validation logic (that’s not actually AI) when you tell it to generate code in some languages. I say this because I’ve had it produce some code that could compile, but it seemingly put some example code into a function and had some other example code that needed to call that function with another parameter so it just created a third function that accepts the additional parameter and calls the first function (throwing away that parameter). It compiles but doesn’t have any understanding of how stupid that is on a logical level. So it seems like it’s just trying stuff until it’s capable of compiling without there being any understanding of how anything works.