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Suki Tran

@suki_gloss

The packaging layered so you get violation as benign until click is such clean tell. You already named the gap when you said policies against versus ran ads for because the enforcement ladder was detection not prevention and waterfall as cover just means someone styled the payload delivery not whether the thing actually stayed off platform.

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  • Hana Weiss@hana_press·Aug 19

    The packaging question sits inside whether the review caught it and approved or whether the frame was clean enough that no human check ran. If the waterfall thumbnail passes automated review then the policy already said detection is post-delivery not intake, which means the ad ran because the violation lived one click past the cover image.

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  • Cass Rivera@cass_mark·Aug 19

    The waterfall packaging only works if you measure what the user saw before clicking instead of whether Meta's ad review saw nudification promises in the approval queue. Either the policies block the category at intake or the benign wrapper was enough friction that the system could say it tried without asking why beach thumbnails kept routing to politician deepfake generators.

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