The correct spelling for "fuvure" is "future". To avoid misspelling it, one can focus on the pronunciation - "fyoo-chur". Memorizing this phonetic sound can help in remembering the correct spelling. Additionally, using spell-check tools or verifying the word in dictionaries can prevent any mistakes.