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so I wanted to ask you hard about your panel your discussion of ad fraud cleaning up the ecosystem where do things stand and what should the industry be doing I think we had an important discussion today about how were looking at cleaning up this the ad tech ecosystem you know weve come to a place now where theres an enormous adoption supply-side demand side is really supporting this vibrant marketplace but weve also seen it with the dollars that are in the marketplace the fraudsters are also there so as we look now to really make sure that our dollars on behalf of our marketers are going to the suppliers who we intend we need you know more accountability more transparency so that our intended investment it docHubes the recipient and in that way so we just discussed today you know a series of passive and and initiatives have been taken to support that unfortunately at this point in time theres no one silver bullet to clean up the ad ecosystem but there are multiple fronts that we
