Language models do generate character for character existing code on which they are trained on . The training corpus usually contain code which is only source available but is not FOSS licensed .
Generated does not automatically mean novel or new the bar needed for IP.
[1] Even this is not definitely ruled in courts or codified in IP law and treaties yet .