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Summary.
The prevailing wisdom in artificial intelligence suggests that bigger models yield better results. In our work for health insurance companies and third-party administrators of health plans, we’ve discovered that this assumption holds in many cases but breaks down when AI moves from general tasks to specialized professional domains.