plugins are kind of important at least in a sense that you can actually defend against us to some extent with a plug-in on chat GPT. Up next we have the US-Europe working on voluntary AI code of conduct as calls grow for regulation. Things are just moving way way too fast there's always this this question this challenge in the policy world is like how do you respond to things that are just happening way faster than policy cycle times?