so i us a research or a melanie mitchell for her best gas. yeah, that's hard to say, you know, hundreds to thousands. but there's human involvement at all different levels. there's the human involvement in of figuring out what data to give the system to learn and you know, what, what texts and so on. there's human involvement in training, it to be kind of more conversational and to answer questions in a more human like way. and then there's a humans who try to prevent it from spewing out toxic language or other kinds of things that you know, the companies might not want it to. to say, since the release of chat, t p t and investigation by time magazine. find that open a i used workers in kenya to classify disturbing on legal content, including descriptions of sexual violence. employees reported receiving in adequate mental health support and earning less than $2.00 an hour. i think it's pretty honestly what we problematic to outsource a to, to countries. i mean, i have no problem with as far as in the country is that i'm from making everything