Side-by-side view: auto result (readonly) vs GT editor where teacher draws correct columns. Diff table shows Auto vs GT with IoU matching. GT data persisted per session for algorithm tuning. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>