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my understanding of GPT is that the only vector for your data to get "into the model" is if it's used in fine tuning/RLHF. My guess is if you do the thumbs up o
by jerkstate 4y ago
my understanding of GPT is that the only vector for your data to get "into the model" is if it's used in fine tuning/RLHF. My guess is if you do the thumbs up or thumbs down, the session probably will be, but otherwise probably not. Still wouldn't put in private employer data primarily because of the other exposure risks - it's obviously not stored securely on the OpenAI side. But besides typical IT risk, the big unknown is whether or not the model will spit out what you put into it in somebody else's session. and my understanding is, that's only possible if your conversation is used for RLHF.
I guess another way to say that is, OpenAI (or another service provider with a better security track record) could broker this service in the cloud, with guarantees around not using the session data for RLHF, not storing session data, stronger auth (OpenAI has had a couple of incidents that show that they have pretty lax security in their backend), etc. and could make a killing selling or re-selling ChatGPT to businesses.