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LLMs piggyback on human knowledge encoded in all the texts they were trained on without understanding what they're doing. Humans would execute that code and va
by tartoran 8mo ago
LLMs piggyback on human knowledge encoded in all the texts they were trained on without understanding what they're doing.
Humans would execute that code and validate it. From plausible it'd becomes hey, it does this and this is what I want. LLMs skip that part, they really have no understanding other than the statistical patterns they infer from their training and they really don't need any for what they are.
- owlninja 8mo agoThey probably at least look at the docs?
- deleted 8mo ago[deleted]
- stevenhuang 8mo agoLLMs can execute code and validate it too so the assertions you've made in your argument are incorrect. What a shame your human reasoning and "true understanding" led you astray here.
- red75prime 8mo agoCould we stop using vague terms like “understanding” when talking about LLMs and machine learning? You don't know what understanding is. You only know how it feels to understand something. It's better to describe what you can do that LLMs currently can't.
- stevenhuang 8mo agoAt least it's an easy way for those who don't know that they're talking about to out themselves. If they'd bother to see how modern neuroscience tries to explain human cognition they'd see it explained in terms that parallel modern ML. https://en.wikipedia.org/wiki/Predictive_coding https://en.wikipedia.org/wiki/Predictive_coding We only have theories for what intelligence even means, I wouldn't be surprised there are more similarities than differences between human minds and LLMs, fundamentally (prediction and error minimization)
- calf 8mo agoWe can't use understanding but we can use learning, got it.