The correct spelling for "falacy" is actually "fallacy". A fallacy refers to a mistaken belief or flawed argument. To avoid this misspelling, it's essential to remember the double "l" after the letter "a". Double-checking spellings before using them can prevent misunderstandings and enhance clarity in communication.