The symbol is still X (and x for the value) but the macro was changed to \obsFeatures, to distinguish from other sets of (possibly unobservable) of features.

Corrected the caption for intro2problem figure and removed completed to-do

Major change: added image to describe the problem we consider

Updated the structure of the introduction, mainly to make the problem more clear