“Double down” comes straight from blackjack: you double your bet when you’re...
https://web-wiki.win/index.php/Why_Do_Native_Speakers_Not_Notice_Idiom_Origins%3F
“Double down” comes straight from blackjack: you double your bet when you’re confident your next card will win. It’s about commitment, not just guessing