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Oops! We Automated Bullshit. | Department of Computer Science and Technology
(www.cst.cam.ac.uk)
this post was submitted on 19 Nov 2023
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Technology
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It's interesting to me how many people I've argued with about LLMs. They vehemently insist that this is a world changing technology and the start of the singularity.
Meanwhile whenever I attempt to use one professionally it has to be babied and tightly scoped down or else it goes way off the rails.
And structurally LLMs seem like they'll always be vulnerable to that. They're only useful because they bullshit but that also makes them impossible to rely on for anything else.
It's a computer that understands my words and can reply, even complete tasks upon request, nevermind the result. To me that's pretty groundbreaking.
That is exactly what it doesn't. There is no "understanding" and that is exactly the problem. It generates some output that is similar to what it has already seen from the dataset it's been fed with that might correlate to your input.