For (1), knowledge graphs help with lots of higher level kind of things, search presentation aspects, etc., but from an infrastructure perspective, they don't have a huge effect because they just aren't very large relative to the web corpus.
Knowledge Graphs Infrastructure Impact Web Corpus Scale
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