lisa garcia arroyo is an as a professor at hong kong university of science and technology. she's been a following. it both talks closely at least this technology is racing ahead. so fast taught cvt is everywhere. ready. what tools do policy makers actually have at their disposal? 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, then also the fact that we are hobby, by now, not only check do the fee, but you know, full goal that microsoft by do alibaba. um, so it's just not going to be easy to as to basically develop standards that are followed by everybody. number one, i'm also that out. i can to the degree of development of all of these different types of energy bags or platforms of generate data. yeah, it's, it's very, very difficult. you should want to 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 di