That’s an idea worth exploring. Although I don’t think I understand how we would turn it into a ML problem, or how the raw data would be encoded in a way that the server can’t understand it. Probably I need to learn more about ML.

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the only way i could envision this data being ok to publish is if it involved some kind of magic cryptographic mathematics to encode the data in such a way you can verify it without revealing very much of the graph itself, but enough that you can trust the modified weightings it creates. but honestly, it's beyond me, the hipster vibes around ZKP and privacy coins have kept me from being curious to learn, up to this point.