Engineer – Brendan Morawski, Dan FyfeMixed By – Rich CosteyMixed By [Additional Mixing] – Brendan MorawskiProducer – HazeBanga*Producer [Additional Production] – Hit-Boy, Rostam BatmanglijWritten-By – Rashad Muhammad (2), Rostam Batmanglij, Santi White

Backing Vocals – Alexandra Shungudzo, Amanda Warner, Cathy Dennis, Charli XCX, Noonie Bao, Sarah HudsonEngineer – Brendan Morawski, Mark Rankin, Rob Cohen, Ryan GilliganEngineer [Assistant Engineer] – Danny Goliger, Josh Wilson (4), Will van BoldrikEngineer [Assistant Mix Engineer] – Miles ComaskeyGuitar, Keyboards – John Hill (14), Mikey HartInstruments [All Instruments], Programmed By – John Hill (14), Linus "Style Of Eye" Eklow*, Patrik BergerMixed By – Tony MaseratiProducer – John Hill (14), Patrik BergerProducer [Additional Production] – Style Of EyeTenor Saxophone, Baritone Saxophone – James KingTrombone – Fabio Santana (2)Trumpet – Todd SimonWritten-By – Cathy Dennis, John Hill (14), Patrik Berger, Santi White, Sarah Hudson

Backing Vocals – Angel DeradoorianDirected By [West Los Angeles Children's Choir] – Barbara Klaskin SilbergEngineer – Brendan Morawski, Jimmy Gonzalez, John DeBoldMixed By – Rostam BatmanglijMixed By [Additional mixing] – Rich CosteyProducer – Rostam BatmanglijVocals [Additional Vocals] – West Los Angeles Children's Choir*Vocals [West Los Angeles Children's Choir] – Dino Barranco, Jack Thompson (11), Jair Miles, Mason Lee, Matthew Goodman (2), Michael Yang (4), Misha Reiss, Spencer Lee (4), Taaryn Cooper, Theo KingWritten-By – Rostam Batmanglij, Santi White

Co-producer – Noah BreakfastEngineer – Brendan Morawski, Jimmy Gonzalez, Ryan GilliganEngineer [Assistant Engineer] – Danny Goliger, Will van BoldrikGuitar, Programmed By, Synth – John Hill (14)Mixed By – Rich CosteyProducer – John Hill (14), StintProgrammed By – Ajay BhattacharyyaSynth – Noah Lev Beresin*Written-By – Ajay Bhattacharyya, John Hill (14), Nick Zinner, Noah Lev Beresin*, Santi White

Engineer – Brendan Morawski, Dan FyfeEngineer [Assistant Engineer] – Ebonie SmithFeaturing – ILoveMakonnen*Mixed By – Rich CosteyMixed By [Additional Mixing] – Brendan MorawskiProducer – Zeds DeadWritten-By – Dylan Mamid, Makonnen Sheran, Santi White, Zach Rapp-Roven

Engineer – Brendan Morawski, Dan FyfeEngineer [Assistant Engineer] – Josh Wilson (4)Instruments [All Instruments], Programmed By – Martin Stilling, Patrik BergerMixed By – Rich CosteyProducer – Martin Stilling, Patrik BergerWritten-By – Martin Stilling, Patrik Berger, Santi White

Backing Vocals – Sam DewEngineer – Brendan Morawski, Zeph SowersMixed By – Rich CosteyMixed By [Additional Mixing] – Brendan Morawski, Claudio CueniProducer – David Andrew SitekWritten-By – David Andrew Sitek, Sam Dew, Santi White

Engineer – Brendan Morawski, Dan Fyfe, Ryan GilliganEngineer [Assistant Engineer] – Danny Goliger, Josh Wilson (4), Will van BoldrikInstruments [All Instruments], Programmed By – John Hill (14), Patrik Berger, SantigoldMixed By – Rich CosteyProducer – Patrik Berger, SantigoldProducer [Additional Production] – John Hill (14)Written-By – Patrik Berger, Santi White

Drums – Ian LongwellEngineer – Brendan Morawski, Ian LongwellGuitar – Doc McKinney, Nick ZinnerKeyboards – Rostam BatmanglijMixed By – Rich CosteyProducer – Ian Longwell, SantigoldProducer [Additional Production] – VERYRVRESynth – Ian Longwell, Nick Zinner, Sam Spiegel, Santi WhiteWritten-By – Christopher Basham*, Ian Longwell, Jeffrey Washington*, Martin "Doc" McKinney*, Rostam Batmanglij, Santi White, Tashfiqur Patwary

Co-producer – Rostam BatmanglijEngineer – Brendan Morawski, Ian LongwellEngineer [Assistant Engineer] – Ebonie SmithGuitar – Nick ZinnerMixed By – Rich CosteyProducer – Ian Longwell, SantigoldProducer [Additional Production] – Mike Of Uzi*, Noah BreakfastWritten-By – Ian Longwell, Mike Rezai, Noah Lev Beresin*, Rostam Batmanglij, Santi White

Bass – Justin L. Raisen*Drums – Bosh Rothman*Edited By – Nick RoweEngineer – Brendan MorawskiGuitar – Justin L. Raisen*, Santi WhiteMixed By – Rich CosteyMixed By [Additional Mixing] – Justin L. Raisen*Producer – Justin L. Raisen*Producer [Additional Production] – NuggetProgrammed By – Justin L. Raisen*, Nugget, Rostam BatmanglijSynthesizer – Justin L. Raisen*, Rostam BatmanglijWritten-By – Jeremiah Raisen, Justin L. Raisen*, Santi White