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GPUaccelerated OP t1_iuimm3t wrote

Reply to comment by suflaj in Do companies actually care about their model's training/inference speed? by GPUaccelerated

Right, but for example in the medical field, It's not a trust issue. It's a matter of laws that prevent patient data from leaving the physician's premise.

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suflaj t1_iuioq7c wrote

Which laws?

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GPUaccelerated OP t1_iuitwy2 wrote

not exactly sure, i'm not a lawyer. But it's something that gets taken very seriously by a lot of my medical field clients. Its definitely something for their side, not mine. I just help those specific clients go on-prem

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suflaj t1_iujhefz wrote

I asked for the specific law so I could show you that it cannot apply to end-to-end encrypted systems, which either have partly destroyed information, or the information that leaves the premises is not comprehensible to anything but the model and there is formal proof that it is infeasible to crack it.

These are all long solved problems, the only hard part is doing hashing without losing too much information, or encryption compact enough to both fit into the model and be comprehensible to it.

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