UMM reports index

PROGRESS_2026-08-11.md: canonical current-state handoff, checkpoint inventory, benchmark results and remaining work.
evaluations/checkpoint-7000/: full CV-Bench, BLINK and V* metrics, audits, per-sample outputs and V* resolution diagnosis.
cvbench_2k_3k_8k/: historical CV-Bench-500 comparison and presentation material.
logs/: selected training, merge and evaluation logs. Credentials are never included.