128-column difficulty conditioning - #167
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This was referenced Jul 2, 2026
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Model
fable 5
Approach
Applies the phase-widening lesson from the alignment sweep (PR #166) to the line-column difficulty EMA (PR #164): 32 -> 128 column buckets (256 regresses — most text/source lines fit in 128 columns, beyond which samples thin out). Wider column resolution separates e.g. mid-comment columns from code columns in source and deep-field columns in nci records. Gains led by dickens (89519->89500), nci (12997->12989), source (174888->174874). Local SCORE 568895 -> 568867 (-28). 9/9 round-trip lossless; only src/algorithm/ touched.
Validation
bash scripts/evaluate.shpassed locally; onlysrc/algorithm/changed.Local SCORE:
568867(Scorekeeper recomputes after merge).