Clear the autocomplete cache: Outlook has an autocomplete cache that stores previously entered email addresses. Sometimes, outdated or incorrect email addresses can be stored in the cache. To clear the cache, go to the File tab, select "Options," choose the "Mail" category, and under the "Se...