I see. Who were the fraud operators affiliated with / what was their incentive? Isn’t it the publishers that would see value, or perhaps a competitor trying to

I see. Who were the fraud operators affiliated with / what was their incentive? Isn’t it the publishers that would see value, or perhaps a competitor trying to disrupt marketing efforts? Do you see opportunity for innovation in traffic validation? Have you seen much in the way of training ML for this purpose?