Critics of Udio have questioned what knowledge was used to practice it and when that facts consisted of copyrighted music. Rolling Stone wrote that there was "considerable cause to believe" that both of those Udio and Suno AI were being trained with copyrighted music, though Benj Edwards of Ars Technica https://songdio.app/