Monday, January 09, 2023

Comment on AI and Theology

The entry "What CHATGPT Reveals about the Collapse of Political/Corporate Support for Humanities/Higher Education" on the blog CrookedTimber.org caught my eye. The changes every field is going through as algorithms become more and more capable is fascinating, and I was reading the various comments. Then I came across this one from Alex SL:
I am a scientist, but I do not to reject the humanities (or, as we would have said back in Germany, the social sciences) as empty nonsense. I believe they generate knowledge, and knowledge worth having.

However, there is clearly a bit of an issue in the way they are taught. I started getting that impression already in what would here be called high school, when it seemed that language teachers forced us to over-analyse novels and plays in a way that seemed rather implausible. But the real eye-opener was the big plagiarism scandal around German politicians in 2011, when it occurred to me that such a scandal would simply not be possible in the natural sciences full stop.

These were by training all historians, economists, political scientists, etc, whose dissertation process consisted entirely of reading thirty books and then writing the thirty-first on the exact same topic. They took the short-cut of copying and pasting some text from their sources and then cosmetically changing a few words, and that was plagiarism. But if they had rearranged sentences more thoroughly, they would have fairly obtained their degrees, and there would not have been any scandal; and, crucially, the amount of new knowledge generated would have been exactly the same, i.e., zilch, nada, zero.

In science, however, a graduate student would have been expected to generate new data. The problem to watch out for is not plagiarism, but manipulation of data to make them more “interesting”.

To me, that points to the solution. What chatGPT cannot do, what no mind will ever be able to do without going out into the lab or into the field and run its own surveys, digs, and experiments, is generate new insights that aren’t in its training set. Surely that is a thing that is still possible to achieve in economics, archaeology, social sciences, anthropology, linguistics, etc.? And if a field cannot have that hope, then one would really have to have a conversation about whether it is something worth teaching. (Whispering: “theology”.)

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