I mean title in the sense of the name of a work or entity. Like the title of a book.
In your example,
I. Weigh 500g of flour into a mixing bowl
II. Add one egg
III. Pour 2 cups of milk into the bowl
IV. Mix until you have a runny dough
the roman numerals stand to distinguish the ordinals from the instructions. To illustrate the problem, let's turn everything into arabic numerals.
1. Weigh 500g of flour into a mixing bowl
2. Add 1 egg
3. Pour 2 cups of milk into the bowl
4. Mix until you have a runny dough
This is strictly harder to parse. Using Roman numerals means you don't have to wonder whether it's III cups of milk or 2 from a glance because nobody would write the former.
> Okay, so how do I capitalize, say, 175,000,000,000 using roman numerals if I want to, eg. write the title of article about how many params GPT-3 has? A way of capitalizing numbers, that suddenly stops being useful when numbers are large, isn't a very good way in my opinion.
Right, in which context would you capitalize the number 175,000,000,000? It's not really part of a name. If the model was called GPT-175,000,000,000, then I'd see why you'd consider writing it in roman numerals, but it isn't.
Within e.g. the title of a article, roman numerals allows you to further capitalize a number.
Like you could write "Doom II Ships On Four Floppy Disks". This makes it clearer that the II is part of the name.