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What I mean is as currently done it seems to be "try to identify if the request is asking for something we don't want to answer" rather than "verify the produce
by olliej 2y ago
What I mean is as currently done it seems to be "try to identify if the request is asking for something we don't want to answer" rather than "verify the produced output doesn't contain anything we don't want", the latter seems much more robust, and wouldn't need anything like the computation power of content generation. I'm sure some degree of input filtering would minimize wasted work, but a simple (at the level that's been trivially possible for more than a decade now) output check seems like it would be much more robust, cheap, and much harder to circumvent - the post check is not trying to interpret the request just blocking the output
- Vecr 2y agoThe model weights themselves can't do that, it's just not how single-pass token-by-token generation works. Even if you got rid of tokens and went byte-by-byte there's no improvement. To do what you are saying you'd have to keep model weights secret forever. I hope your private military forces defending the datacenter are well trained and motivated.