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In case you haven't seen it yet, the term "stochastic parrot" got introduced by this paper [1] titled "On the danger of stochastic parrots". A related paper [2] titled "Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data" got awarded Best Paper by the Assoc. for Computational Linguistics and it's also easier to read.

Those two papers are critical of LLMs and discuss what researchers believe that they can and cannot do. I don't say that you need to agree with them but I think reading them should give you a good primer on why some researchers are not as excited as HN users are.

[1] https://dl.acm.org/doi/10.1145/3442188.3445922

[2] https://aclanthology.org/2020.acl-main.463/


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