Whether one uses the word "real" to describe "fields" is a personal choice
-- coupled with one's own vocabulary -- weird as it may be -- followed by
a diatribe about whether anything is real.
But certainly "fields" are an invention not a discovery.
This concept is sometimes actually useful -- especially on Star Trek where
they talk about "force fields" -- The Star Trek people got this by watching
Bill Nye.