#health

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01 ·Time Series·★ MEMBER·PAPER·11 min read Paper Explained: WearableQA — Testing Whether LLMs Can Reason Over 500 Days of a Real User's Wearable Data 4,084 ten-option questions built from 200 real users' daily wearable records (up to 500 days each) plus blood panels. Separating 'answer from knowledge' from 'read it off the numbers' splits 14 models between 19.6% and 72.9% accuracy, and simply giving the model Python adds 20 points. A ground-up walkthrough of how the questions are built and what the results actually say.