> Most things we historically do with computing are not well approximated by extruding synthetic text.
I don't understand this point. I feel like almost everything associated with computing is extruding synthetic text.
Just to name some of the main things I think of computers doing, especially with a historical lens: analyzing data, processing transactions, simulating dynamics of physical systems, controlling electronic parts of devices, providing entertainment, encoding/decoding audio/video/text. I think these are the kinds of things that Dr Bender is saying are not well suited to textual tools.
It seems like a criticism that's actually a hint at a bigger point. The entire appeal/hype is due to the promise of doing things that historically computers have not done well.
That's captured elsewhere - attempts to create "synthetic human behavior" - but mostly around ethics vs practical function or consumer appeal.
Even just a "stochastic parrot" can be extremely valuable if the parrot is fast enough and can connect enough dots in a human-reasoning-style to say things like "what could come after a description of a problem, some background info, and a question about what could have caused the problem? Probably a relevant hypothesis that fits the background facts and the problem description" and then generate a high-probability-fitting sequence of text to spit out.
There doesn't need to be any more intent in that than just "predict what would be the next text that would be similarly connected to the previous in the same way text in the model training process would." It doesn't need to be intending to solve the problem if the hit rate is good enough such that predicting how someone else would describe the solution is often the same as actually "intending" to solve it...
Nor does the ability to predict things stochasticly mean that there isn't any symbolic way to do the same. Quite possibly the stochastic process is just a brute-force rough approximation of what a true symbolic model could do. IMO the success of the stochastic approach is exactly in line with the existence of some sort of underlying structure/system. (Though such as system would have to be incredibly complex to support all the crazy things we do with language.)