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by fzeroracer 203 days ago
> At this point I’d argue that humans “hallucinate” and/or provide wrong answers far more often than SOTA LLMs.

Humans are remarkably consistent in their behavior in trained environments. That's why we trust humans to perform dangerous, precise and high stakes tasks. Humans have the meta-cognitive abilities to understand when their abilities are insufficient or when they need to reinforce their own understanding, to increase their resilience.

If you genuinely believe humans hallucinate more often, then I don't think you actually do understand how copilot works.

2 comments

There is a qualitative difference between humans and LLM's 'hallucinating' (if we can even apply this terminology to humans which I contend is in-appropriate).

I'd add a simple thought experiment. A poor student doing a multi-choice exam paper and subsequently achieving a poor mark lets say 30% and now a child of 10 years attempting the same paper and achieving say 50%. Looked quantitively a perspective arises attributing understanding to a child who has chanced 50% on a multi-choice paper when compared to a student having studied the subject at hand.

Qualitatively however and we know this intuitively it is certainly NOT the case that the child of 10 comprehends or understands more than the poor student.

Your response is crazy to me. Humans are known to be remarkably inconsistent in behavior. Please read ‘Thinking Fast and Slow’ or at least go back your HS psych 101 notes.

> Humans have the meta-cognitive abilities to understand when their abilities are insufficient or when they need to reinforce their own understanding

Two word reply: dunning kruger