Many programming language related terms, movie titles, cities/postal codes, ... All those things can be judged better when the search engine has prior knowledge

Many programming language related terms, movie titles, cities/postal codes, ... All those things can be judged better when the search engine has prior knowledge about you. You don't have to be "truly locked into your own tiny little world" to have previous search be a valuable predictor of what kind of results you expect.