Obviously if you click on an ad then yes, the advertiser will know you're interested in that product. I don't see how that has anything to do with ad personalization though.

And with this system, the advertiser wouldn't have the ability to build a profile on the user, since the idea is to replace cookies with this system, not to merely supplement them.