evals & code additions (v1 unchanged)
Create-only additions on top of the frozen v1 paths: quality-audit artifacts
(evals/media_audit/, evals/caption_audit/,
evals/judge_audit/); routing-experiment artifacts
(evals/distilled_router/; fine-tuning pilot artifacts under
evals/finetune_vlm/ — result CSVs, per-item QA judgments for both model
conditions, 88K tuned re-captions, paired caption statistics, the 55-query rank-delta
list, and worked examples; the curated visual sample with its manifest and
replacement log (evals/qualitative/); released evaluation code and the
corrected protocol-ablation table (code/); and an errata-and-authority note
in the container README. All create-only; v1 paths untouched.