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Four frontier models scored 97.8–100 on a 7-part materials-science research test. How should we score long-horizon agent evals instead? [d]

I work in graphene and 2D materials, and I built a test of the everyday technical work in a research group. It has seven parts: reducing a messy tensile data set against a lab SOP (with unit and outlier traps), writing a CIF density function checked on three hidden structures, four back-of-envelope…

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  1. 2026-11-13 18:58 · r/MachineLearning
    Four frontier models scored 97.8–100 on a 7-part materials-science research test. How should we score long-horizon agent evals instead? [d]

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