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As if you get privacy with the inference providers available today? I have more trust in a randomly selected machine on a decentralized network not being compromised than in a centralized provider like OpenAI pinky promising not to read your chats.


Inference providers don't claim private inference. However, they must uphold certain security and legal compliances.

You have no guarantees over any random connected laptop connected across the world.


I would say the chances of OpenAI itself getting hacked and your secrets in logs getting leaked are about the same or less as the chances of a randomly selected machine on a decentralized network being reverse-engineered by a determined hacker. There's no risk-free option, every provider comes with risks. If you care about infosec you have to do frequent secret rotation anyway.




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