They will gain a lot of lawsuit if they admit they trained on youtube dataset because not everyone gave consent.
But a lawsuit fails if essential elements are not met. If consent isn’t required for the lawsuit to proceed, then it doesn’t matter whether or whether not consent was granted. QED.