In theory, it gives you faster research i.e. makes your techs take fewer turns to be completed.
In practice, you get told that the tech will be done in, say, 6 turns instead of 8 but then it will be stuck at ‘1 turn remaining’ for 2 turns until you reach the 8th turn.
So, unless you want to...