I usually encounter myself in parties or friends encounters where one person plugs the phone to the bluetooth and the others keep adding songs to the list in the same phone, because of this my preferences algorithm and my search history gets messed up, it would be nice to have a "Party mode" where the musics searched and played wouldn`t affect my personal search history and personal algorithm.
Updated on 2020-05-22
You can start a private session during your gatherings, and it may not influence your music recommendations, e.g. Discover Weekly.
More info here: