This paper - https://grabbyaliens.com/ - is an interesting deeper dive into how humanity seems early on a cosmological timescale, and a mathematical model of expansionist civilizations expanding to fill the universe.  Many common themes with this piece - particularly regarding the Fermi Paradox - plus some more to think about.