The value lived in the layer.
A controlled internal evaluation compared raw models with the same models using Sahure. The material included certification-critical strings, and the outcome was scored across nine dimensions by an independent judge.
The strongest configuration using the layer outperformed the best raw baseline by 18.6 points. Once both a budget and frontier model used the layer, only 0.13 points separated them.
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