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Joined 1 year ago
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Cake day: June 21st, 2023

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  • Something that might be useful long term is trying to train an AI and release weights to identify CSAM that admins can use to check images. The main problem is finding a way to do this without storing those kinds of images or video :/

    My understanding is that right now, the main mechanisms involved use several central databases which use perceptual hashes of known CSAM material. The problem is that this ends up being a whackamole solution, and at least in theory governments could use these databases to censor copyrighted or more general “unapproved” content, though i imagine such a db would lose trust quickly and I’m not aware of this being an issue in practise.

    One potential solution is “opportunistic training” where, when new CSAM material gets identified and submitted to the FBI or these databases by various server admins, a small amount of training is done on the AI weights before the image or video is deleted and only a perceptual hash remains. Furthermore, if a picture is reported as “known CSAM” by these dbs, then you do the same thing with that image before it gets deleted.

    To avoid false positives, you also train the AI on general non-CSAM content.

    Ideally this process would be fully automated so no-one has to look at that shit - over time, ypu’d theoretically get a neural net capable of identifying CSAM reliably with few or no false positives or false negatives .. Admins could also try for some kind of distributed training, where each contributes weight deltas from local training, or each builds up LoRA-style improvement modules and people combine them to reduce bandwidth for modification sharing.


  • The only reason this happens is that capitalism ties survival to labour. Automation should be liberating us, and yet the structures of capitalism and “protestant work ethic” cause it to do the opposite :/. People would act this way because otherwise the greater efficiency acts as a detriment to their survival ability.

    None of what you said is an argument against worker democracy, but an argument against the fundamental models of capitalism and “”“free”“” market ideology . (or more generally, any system and ideology which gatekeeps access to basic resources behind their perceived ability to provide “value” or perform labour).






  • “Left leaning landlord” is an oxymoron ;p

    Or at least if someone actually held to their principles, they would not remain both for very long .

    (The concept of a separate ownership class, which is the defining feature of landlordism, is in direct contradiction with leftism, which at the furthest end pushes for the destruction of these sorts of hierarchical class systems, or at the very least attempts to abolish the gatekeeping and hoarding of base necessities like shelter)