I've been watching a number of the Taskmaster spinoffs in other countries- Norway, Portugal, Croatia, Belgium, etc- and one thing they all share in common is a tendency to randomly blurt out English words or phrases- most frequently in an exclamatory manner even though the show isn't targeted at an english audience and the people aren't native english speakers.
I haven't watched much Korean TV, but iirc it's not exactly uncommon in Korean music either.
I assume it's "cool" given the prevalence of English media, probably varies quite a bit by region.