How does that dynamic kind of play out, do you think, for platforms, and what challenges does that have for them as they try to use it in both ways?

It's back to the old saying of fight fire with fire.

It's amazing.

AI has just ramped up significantly the threats and the challenges that all online platforms have in dealing with bad actors, whether it's creation of non-consensual sexual imagery or whether it's the constant assaults and fraudulent efforts that are going on.

AI has just really, really increased the volume and the complexity of the challenges that online platforms have.

So the fact that they're using AI now increasingly to fight those battles, it makes a ton of sense.

Now, what we're seeing in that space is that AI is becoming really a multi-focus type of approach.

Was that a surprise to you when you did the research that that confidence level was so high?