I often have the issue that AI recommendation algorithms give me more of the same. I already know what I like.
I've found that when I read books in genres that I'd never thought of reading (for instance, biography of a writer in 1800 France) that were actually much more enriching and valuable additions to my bookcase.
I already know where to find the books that I know I will like for the most part.