The 'Beam-Search' Feature Optimizer

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Why it works

The magic

By keeping the Beam Width at 3, we prevent the model from settling on the easiest answer. The internal voting (S=3) ensures the chosen path is technically stable across multiple samples.

Blueprint

Adapt it

Uses a Beam Width (B=3) and Depth (D=2). It explores three parallel feature paths, samples them for stability (S=3), and prunes based on a strict 'Development Effort' rubric.

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