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- chroma.py: remove detect_background_color — orphaned since auto-detection goes through estimate_background_model -> _background_border_cluster; nothing in the repo calls it. - settings.py: fix stale "Segmentation always stays fp32" comment (--precision now fans out to the BiRefNet models too). - README: add a measured CPU performance section (9700X reference numbers, memory ceiling explanation, Zen 2 fallback guidance). - docs/hair_gap_artifacts.md: record that the cross-check cost note is obsolete — reuse_as_seg returns the net model count to 2, bf16 and chunked attention absorb the rest. - docs/green_screen_matting_workflow.md: add the 2026-07 additions to the architecture-evolution note. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>