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Hierarchical orchestration can drastically reduce decision-space explosion in LLMs, enhancing both routing accuracy and memory efficiency.
Achieving R虏 scores over 0.99 for damage sizing, this framework redefines the potential of deep learning in structural health monitoring with minimal experimental data.