This will make typing slightly faster for a subset of people who use words that are commonly in the dictionary. And the need for a physical keyboard, I feel, is similar.

As for implementing it, it's probably doable, but it takes a decent amount of coding the right algorithms before you have a really good error autocorrecting system.