this post was submitted on 21 Nov 2023
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Over half of all tech industry workers view AI as overrated::undefined

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[–] kromem@lemmy.world 12 points 11 months ago (5 children)

In my experience, well over half of tech industry workers don't even understand it.

I was just trying to explain to someone on Hacker News that no, the "programmers" of LLMs do not in fact know what the LLM is doing because it's not being programmed directly at all (which even after several rounds of several people explaining still doesn't seem to have sunk in).

Even people that do understand the tech more generally pretty well are still remarkably misinformed about it in various popular BS ways, such as that it's just statistics and a Markov chain, completely unaware of the multiple studies over the past 12 months showing that even smaller toy models are capable of developing abstract world models as long as they can be structured as linear representations.

It's to the point that unless it's in a thread explicitly on actual research papers where explaining nuances seem fitting I don't even bother trying to educate the average tech commentators regurgitating misinformation anymore. They typically only want to confirm their biases anyways, and have such a poor understanding of specifics it's like explaining nuanced aspects of the immune system to anti-vaxxers.

[–] bowcollector@lemmy.world 3 points 11 months ago (1 children)

can you provide links to the studies?

[–] kromem@lemmy.world 3 points 11 months ago

The first two and last two are entirely focused on the linear representations, the studies cited in point three of the third link have additional information along those lines, and the fourth link is just a fun read.

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