Some[1] think that things are trending in the opposite direction: away from clever manipulations and hard coded domain knowledge, and towards large scale general models.
[1]: http://www.incompleteideas.net/IncIdeas/BitterLesson.html
[1]: http://www.incompleteideas.net/IncIdeas/BitterLesson.html