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Isn't it well known by now that chatgpt isn't reliable enough to build anything really serious on top of ?
by bsaul 4y ago
Isn't it well known by now that chatgpt isn't reliable enough to build anything really serious on top of ?
- sp332 4y agoIt's not a good store of knowledge. It's pretty good at transforming information from one form to another.
- petekp 4y agoExactly. GPT happens to hallucinate a lot of "facts" making it unreliable for a large breadth of tasks. However it's quite adept at many NLP tasks and can be fine-tuned to further improve its domain expertise. In any sensitive application like clinical charting, one would also want to include a workflow for reviewing GPT's output for erroneous data before welcoming it in.
- bsaul 4y agoI have the feeling we really don't know what it's good at for certain. Due to its highly statistical nature, and completely opaque data structure, we can only observe some behaviors, empirically. But it's a total black box. Nothing can be proved nor introspected about it. Building anything related to people's health on top of that is just wrong imho.