but that is not relevant to ad-detecting. the worst ad-detecting can do is false positives, eg detect an ad inside a scene where someone is watching said ad on tv as part of the story or something like that. so your basic point still stands, you have to check if what it detects is really an ad, but beyond that the use of AI for ad-detecting is benign and harmless.