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The University of Tokyo, POSTECH
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SEAM reveals that even accurate local predictions can mask significant global inconsistencies in scientific explanations, challenging traditional validation approaches.
SCSE transforms recurrent computation in Looped Transformers by ensuring that deviations from a learned anchor enhance performance without compromising stability.