I think most people today would consider a query answering system that had an accuracy of 55% to be an interesting curiosity, but certainly not ready for real-world application.
It's funny how frequently we measure machine learning performance of an "easy for humans" task and fail to compare it to human accuracy on the same data. We just assume humans would do perfectly on it. I'm sure there are a few MNIST digits that I would get wrong.
[0] P.Hernon, C McClure "Unobtrusive Reference Testing: The 55 Percent Rule," Library Journal, 111 April 15,1986