Earlier quoted context omitted.
> Upon visual inspection, your 'legal porn' is going to have to at least look passably like image 105 of the dataset to get anywhere. Define "get anywhere". Why won't you get raided by the police and have all your devices seized first?
No, probably wouldnt even get to the desk of the police. End of the road would be NCMEC, to whom apple would refer hash matching images that pass human verification that are close enough to porn. If your 30 or so hash matching images matched their corresponding known CSAM then that goes on to the police and then they knock on your door.
I am under the impression that Apple's scheme allows them only to verify the output of the matching algorithm (the "safety vouchers"), and not the image content itself. So in the hypothetical situation described in the thread, it won't be possible for Apple to detect the false positive, and they could pass on the report to NCMEC.
I fear that this will lead to a law enforcement raid without any actual human verification of the offending image itself.
If I'm wrong, I welcome citations which demonstrate the opposite.