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Will ChatGPT eventually be unmasked to its users?

From ELIZA A Computer Program For the Study of Natural Language Communication Between Man And Machine by Joseph Weizenbaum:

It is said that to explain is to explain away. This maxim is nowhere so well fulfilled as in the area of computer programming, especially in what is called heuristic programming and artificial intelligence. For in those realms machines are made to behave in wondrous ways, often sufficient to dazzle even the most experinced observer. But once a particular program is unmasked, once its inner workings are explained in language sufficiently plain to induce understanding, its magic crumbles away; it stands revealed as a mere collection of procedures, each quite comprehensible. The observer says to himself “I could have written that”. With that thought he moves the program in question from the shelf marked “intelligent”, to that reserved for curios, fit to be discussed only with people less enlightened than he.

https://cse.buffalo.edu/~rapaport/572/S02/weizenbaum.eliza.1966.pdf
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