Explain nonlinear wins with a worked example in the README - #16
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The README now gives nonlinear wins a dedicated section near the top, explaining why a hybrid earns a place between neighboring baselines.
The original 4B example shows the measured hybrid at 0.006632 KLD versus a straight-line comparison of approximately 0.007611 at the same size, about 12.9% lower. The research showcase includes the interpolation formula and links to the preserved source evidence.
Validation: all eight Python documentation/release tests passed;
git diff --checkpassed. Documentation only.