If you give it a try you'll see it doesn't work well and it's nothing like cursive or 'natural' handwriting. The sheet you have to fill in changes your natural handwriting fairly dramatically (it did for me at least).
It would actually be an interesting machine learning application not only to recognize letters from an actual sample (say a document in cursive writing), but also to understand how the letters connect and then create a cursive font based on that.