Disable the feature on your Apple Watch under Settings > Live Stack by disabling the "Auto-Launch Live Activities" toggle.
By default, Auto-Launch for media apps is enabled. If this is on, you can change the current default behavior of auto-launching the Smart Stack widgets view to auto-opening the media app instead. This ...