If my AI song sounds clipped, will turning it down fix it? A reproducible diagnostic

Turning a track down can prevent overload later in the playback chain. It cannot, by itself, reconstruct a waveform that has already been flattened. Before changing a prompt, buying a repair plugin, or exporting again, find out which of those situations you have.