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>By definition they're not capable of "mistakes" because nothing they generate is remotely guaranteed to be correct or accurate. This makes no sense. Only thin
by vsuperpower2020 2y ago
>By definition they're not capable of "mistakes" because nothing they generate is remotely guaranteed to be correct or accurate.
This makes no sense. Only things that are guaranteed to be correct or accurate can make mistakes? Everyone knows what "mistake" means in this context. Nobody cares what your preferred definition of mistake is.
- southernplaces7 2y agoA good analogy would be nature: Is it making a mistake when something created by it fails in some way? Not really, since there's no conscious intent behind it and thus no correct or incorrect reasoning or a guarantee of either. LLMs share that trait.
- moritzwarhier 2y agoA mistake is usually seen as something that happens when someone (or metaphorically also, something) makes an error, but is capable of solving similar problems through understanding. Hard to put in words. But that's roughly what is concerning about the "AI makes mistakes" narratives. It implies they are caused by a (fixable) fault in reasoning or memory. LLM "AI" will always respond that it made a "mistake" when you correct it. It is trained to do so, and humans often behave similarly. It is hard to come up with a good definition for "mistake", yes. That does not change that using this in case of LLM hallucinations is misleading.