I started reading that series recently. I was aware that Elon is a fan and named multiple SpaceX modules after Culture ships. Absolutely blew my mind and made me realize how dumb he is, since The Culture seems like the opposite of everything he stands for. Plus some very pro trans messages IMHO.
The Culture is Fully Automated Luxury Gary Space Communism, and all he saw was AI ships have funny names.