On this One-Minute Wednesday, Andrew Perlas will be showing you how to delete autocomplete entries in Outlook. When sending emails, Outlook will often fill in contacts that you no longer use or are no longer valid. Deleting old addresses from the autocomplete feature can save time and, more importantly, prevent emails from going to the wrong person.