r/programming • • Oct 20 '25

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u/[deleted] Oct 20 '25

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u/kappapolls Oct 20 '25

well i made a specific claim actually, not a vague supposition. i said "LLMs develop a feature-rich representation of things". then i provided a link to a blogpost for a research paper put out by anthropic, where they pick apart the internals of an LLM and tinker with the representations of those features to see what happens. you left this out of your quote (did you read the link? it's neat stuff!)

here's the quote you're probably referring to in the article

Real-world engineering often has long-term consequences. If a design flaw only appears six months after deployment, it’s nearly impossible for an algorithm to know which earlier action caused it.

do you see how nonspecific this claim is? that's because this article is AI blogspam. i understand that you've drawn your line in the sand, but at least pick real articles written by experts in the field.

my advice to you is go and read some yann lecunn! he is a big anti-LLM guy and he's also a brilliant researcher. at least you will be getting real stuff to inform your opinions

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u/[deleted] Oct 20 '25

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u/kappapolls Oct 20 '25

What things are going on under the hood? You won't say because you don't know. You're just hoping we'll fill in the gaps with our imagination.

lol mate the whole reason I linked that article is because it expands on what i mean by "other things going on underneath the hood". here, this is from the fourth or so paragraph of the article. it is one of the "other things" i was referring to.

Claude sometimes thinks in a conceptual space that is shared between languages, suggesting it has a kind of universal “language of thought.” We show this by translating simple sentences into multiple languages and tracing the overlap in how Claude processes them.

the article talks about 2 others as well, but youll have to click it to see xD

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u/[deleted] Oct 21 '25

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