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That's absolutely a bug that needs to be fixed, but I think it's possible. Maybe have the network which generates the answer be moderated by another network th
by xscott 2y ago
That's absolutely a bug that needs to be fixed, but I think it's possible. Maybe have the network which generates the answer be moderated by another network that assesses the truthiness of it.
It's just a matter of priorities for the company designing the models.
- ben_w 2y agoIt might be possible, but nobody knows for sure, because these models are rather more mysterious than their architecture suggests. > Maybe have the network which generates the answer be moderated by another network that assesses the truthiness of it. Like a GAN? Sometimes you can do that, but it seems not always. If this was simple and obvious, they'd have done it as soon as the first one was interesting-but-wrong.
- jobs_throwaway 2y agoEspecially in a limited domain like grade school math, it seems entirely plausible that we can have models in very short order that ~never hallucinate. There's no external dependencies and the problem space is extremely well-defined and constrained. Much, much, much easier than making something like Chat-GPT never hallucinate