"We all learn the same" is not the correct conclusion to draw from this report. The only thing this report claims is that all existing studies about differing learning styles are flawed and therefore not reliable.

The actual conclusion, straight from the source you linked:

"But psychological research has not found that people learn differently, at least not in the ways learning-styles proponents claim."