"Grandfathered" is the correct spelling for the term referring to individuals or entities exempted from new rules or regulations due to their pre-existing status. Misspelling it as "grandfathared" can be easily corrected by replacing the "th" with "th". It is important to ensure accuracy in communication to maintain clarity and understanding.