yeah, so, a source close to amazon telling me the new aws ceo announced today matt garman is what theya war-time leader and a leadership change was needed as amazon is perceived as lagging right now in a.i. t they described the ceo as more high level and a different leader whoelead leader who is more aggressive. according to this source, amazon is, quote, the most vulnerable big tech name right now in a.i. i'm told this is a key focus for amazon founder and former ceo jeff bezos. for example, not pleased with a.i. startups using other cloud providers. this person telling me bezos is still very involved in the company's a.i. efforts. he is known to send emails to other executives about it, and he is not making any sort of operational decisions, but is -- what i'm told, is hyper aware of the competitive landscape right now. we should say that amazon did decline to comment on this. >> sort of surprising, the google problem, in that, you know, amazon has been in a.i. for so long, when you think of alexa and the ability of saying, "alexa, i need paper towels," and then alexa buys them and s