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Texas A&M University at Qatar, Ankara University
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A single design choice鈥攚hether to include parity labels鈥攃an determine if a model predicts physically impossible outcomes, with staggering accuracy implications.
Detection, not repair, is the critical bottleneck in verifying chemical reasoning with large language models, revealing a 22% to 4% error reduction through targeted verification.
Achieving an order-of-magnitude improvement in force direction prediction, CliffordSTF redefines the capabilities of interatomic potentials.
