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I mean adblockers are pretty good, does that stop ads? No they just find ways to circumvent and it's a cat and mouse game.

If most humans can tell it's an ad, then so can an AI. Probably ...

In fact most counties have laws saying that advertisements should be clearly identifiable as such. Not to an AI, but still.