And just like that #AoIR2023 is done. Thank you to everyone who took part in the conference this year; to say this is a vibrant intellectual community is an absurd understatement. So many amazing papers, ideas, and conversations, but more than that so many real people talking, listening, thinking and caring together. AoIR is a community, not a conference, and that has been incredibly evident once again this year. Safe travels; we'll see you online and in Sheffield for #AoIR2024!