The interesting bit (pun) is that this seems to be a recurring pattern. Whenever there is a intellectual revolution that establishes new ways of thinking / acting, there is a tendency to apply its toolkit to everything in sight, including "the big questions".
So it was with the industrial revolution and the hordes of related engineers: the universe was invariably seen as "a machine". With the digital revolution and the hordes of computer engineers, the universe is invariably "a computer". Effectively just a glorified version of the law of the instrument [1] "to a person with a hammer everything looks like a nail".
The controversial question (and one that cannot be dismissed easily) is whether the universe is in some broader sense "mathematical". The huge success of mathematical descriptions around certain corners of the universe makes people think there might be something to it. But maybe mathematics too, is just our hammer.