"Penicillin" is the correct spelling for the widely used antibiotic. Common misspellings like "penecillin" can be corrected by focusing on the correct placement of the 'i' and 'c' letters. A helpful mnemonic to remember the spelling is "pEnIcIllin". Remembering the correct spelling ensures accurate communication in medical and everyday contexts.