interesting take a video and you just make a description of what is happening in the video right yeah I don't know if that's been and tried or or not and then I think so as well what are some other targeted augmentation strategies for text so they introduce back translation and this word replacement I'm sorry they didn't introduce those those those have already existed at least the first one are there any other strategies for for text augmentation that anyone's used or think could be could be valuable is UI regression when you're trying to compare