I had started Arrighi's Long Twentieth Century during the summer and before fall semester of Grad school started. Just from what I got through, it blew my mind. Check out Trillbilly's episode "Year 0" with Sean from Antifada were they talk Arrighi (it's mostly a book summary but I love both of them riffing and discussing!).