Rich Sutton warned that computational scale ultimately outperforms human expertise.
Does his "bitter lesson" hold true when reproducing our own custom methods with LLMs?
We find: the bitter lesson is sometimes sweet, sometimes bitter, and sometimes inapplicable.
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The Occasional Bitter Lesson: AI Engineering and Expert Knowledge in the Digital Humanities • Deep Culture