lisa garcia arroyo is an as a professor at hong kong university of science and technology. she's been following those talks closely. at least this technology is racing ahead so fast. tut cvt is everywhere. ready? what tools do policy makers actually have at their disposal or no much. we have some general principles, unesco, and good principles for um a i in a fixing that. but given the speed, as you said, of the development, not most of the fact that we are hobby, by now, not only check do the fee, but you know, full goals that microsoft buy do alibaba. um, and it's just not going to be easy to to basically develop standards that are followed by everybody. number one, i'm also that i, i can to the degree of development of all of these different types of dinner, the bags or platforms of dinner days. yeah. it's, it's very, very difficult. you should watch talk about how these algorithms actually learn. chattahoochee, basically have access to the entire text of the internet during its training phase last month, easily became the 1st company to bonded on the basis that that did