The phrase itself is a common English expression for giving up on a problem after the options have been exhausted, and that familiarity is part of why the clip travels so well online. Short spoken reaction sounds like this are often clipped, shared, and reused because they can stand in for a response without extra explanation. In edits and memes, it usually appears at the point of surrender, when a character, creator, or commentator stops arguing and accepts an outcome. Its appeal is not tied to one show or viral moment, but to how easily anyone can recognise that feeling.