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Why LLM reasoning isn't enough for medical scheduling math

This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.

I’ve seen plenty of people try to make Claude or GPT-4 act like a specialized scheduler. They prompt it heavily: "You are a precise medical assistant. Calculate the next five doses based on X frequency." The model usually gets it right once. Then it fails when you add constraints—like shifting the…

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  1. 2026-08-25 11:13 · DEV Community — AI
    Why LLM reasoning isn't enough for medical scheduling math

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